tag:blogger.com,1999:blog-68357764631304644542024-03-10T21:20:52.309-06:00brahmBrahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.comBlogger180125tag:blogger.com,1999:blog-6835776463130464454.post-35748797541489082022024-03-09T21:56:00.001-06:002024-03-09T21:56:32.693-06:00Saskatchewan's Case for Nuclear Power<p>Since September 2022, I’ve been collecting SaskPower daily generation data with my <a href="https://skelectricity.info/">Saskatchewan Electricity Mix</a> project. Using that data I will show how nuclear power is ideally suited to supply Saskatchewan’s power demand. </p><p>Power demand in Saskatchewan is fairly constant on average; the minimum load experienced in SaskPower’s 2022-23 reporting year was 2,032 Megawatts (MW). This is the minimum amount of constant power required to run homes, businesses, industry, hospitals, schools, farms, mines, and more. </p><p><span id="docs-internal-guid-768693f9-7fff-7321-8af7-50608d81cb1d"><span style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; font-variant-position: normal; vertical-align: baseline; white-space-collapse: preserve;"><span style="border: none; display: inline-block; height: 387px; overflow: hidden; width: 624px;"><img height="397" src="https://lh7-us.googleusercontent.com/h6XUMitfobgdReC92FROUiPw1mTAthn49a3L3kVmpTIdThkFnYU1Z2HzeznhKw_eJW9B8MGPH9ZEJSiVRJf-olN9fuXzggcJfOdQY2uBLX-bwiuAZ4QdWzxL8PQty9Y8t6RRaHaWFE09mJxEHpFUnqk=w640-h397" style="margin-left: 0px; margin-top: 0px;" width="640" /></span></span></span></p><p>The chart above shows one year of daily average power demand numbers, with the 2,032 minimum load labeled as “base load”. </p><p>The bulk of our power demand and consumption is constant. </p><h1 style="text-align: left;">Dispatchable power is needed to serve base demand</h1><p>Capacity Factor is the ratio (%) of the power produced by a generating asset (or fleet of assets) from its installed capacity. </p><p>This chart illustrates the per-source daily capacity factor for each of SaskPower’s power reporting categories: coal, gas, wind, hydro, solar, and “other” (which includes contracted Manitoba Hydro imports, bioenergy, and small IPPs). </p><p><span id="docs-internal-guid-2f948e93-7fff-2d2f-c0a5-cd375061ab8f"><span style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; font-variant-position: normal; vertical-align: baseline; white-space-collapse: preserve;"><span style="border: none; display: inline-block; height: 373px; overflow: hidden; width: 624px;"><img height="383" src="https://lh7-us.googleusercontent.com/JfpydA_RmRM2kUzNqB0EzfKXLPveMOLxwxGPdQqXC2D977pNR9M2mvGahgfY8Ly8tvBTxH6I-CTBjUhcNLjbvyPKU2lqY98Ah2s4lbkxImJXmOeB-76PHXf9-GxAtSh4VJrMTpZM7hxwbd8l-KVOXBQ=w640-h383" style="margin-left: 0px; margin-top: 0px;" width="640" /></span></span></span></p><p>Each dot represents one day’s capacity factor. The box-and-whisker plots highlight the median value (line in the middle box), operating quartiles (each box or whisker contains approximately 25% of values), and outliers (<a href="https://en.wikipedia.org/wiki/Box_plot">more on how to read box plots</a>).</p><p>We can see that Saskatchewan uses coal, gas, and hydro to meet demand continuously, because the capacity factor of these assets never nears zero. They are dispatchable, controllable power sources. With wind and solar we take what power we can get, and some days the capacity factor of those asset fleets is at or near zero. </p><h1 style="text-align: left;">Saskatchewan wind is great, but… </h1><p>At about 37% annual capacity factor (the middle bar in the box plot above), wind power in Saskatchewan is a great resource relative to wind power in other regions. But the wind is highly variable. </p><p>Let’s define a “calm” day as bottom-quartile wind performance: the one-quarter of days contained in the bottom whisker of the plot above, where wind produced less than ~17% of its installed capacity. </p><p>In the last 12 months, the longest “calm streak” we’ve experienced - concurrent bottom-quartile days with our geographically-distributed wind fleet - is seven days (two of them, in fact). </p><p>Plotting wind performance as a histogram may help further visualize the variability. For example, there were 14 days where the wind fleet’s capacity factor was between 0% and 5% of installed capacity. </p><p><span id="docs-internal-guid-e91e8f36-7fff-2b4d-e153-03965c984349"><span style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; font-variant-position: normal; vertical-align: baseline; white-space-collapse: preserve;"><span style="border: none; display: inline-block; height: 356px; overflow: hidden; width: 624px;"><img height="365" src="https://lh7-us.googleusercontent.com/rt48-WpoXW9gE2P8HjChiU46bSiQrCoCQ0pzs-2Q1Hlz3z-fGZP2IahkmN2e1p9AyzXg3FGB7D9ZPu9p5S42LDQgQe_iEmwnNI6ctSkGHEXANA7lD84-aibyXaQlYELM39EGzd8Zzd0zPuLSe93so4s=w640-h365" style="margin-left: 0px; margin-top: 0px;" width="640" /></span></span></span></p><h1 style="text-align: left;">Best-in-Canada solar…?</h1><p>Saskatchewan is said to have some of the best solar resources in Canada, but this is a bit like saying the Okanogan Valley is the best place in Canada to grow avocados. The best is not that good. </p><p>Using SaskPower’s daily generation data we calculate an annual solar capacity factor of about 17.2% (consistent with a <a href="https://www.saskatoon.ca/sites/default/files/documents/transportation-utilities/saskatoon-light-power/2017_performance_report_for_solar_demonstration_site.pdf">City of Saskatoon study</a>; PDF). For every 100 MW installed, we average (over a year) 17.2 MW of generation. In contrast, solar’s capacity factor for sunny equatorial regions <a href="https://atb.nrel.gov/electricity/2022/utility-scale_pv">can exceed 30%</a>.</p><p>Solar performance is especially poor in Saskatchewan winters:</p><p><span id="docs-internal-guid-9dfc5091-7fff-3605-33d4-c44b35919c1b"><span style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; font-variant-position: normal; vertical-align: baseline; white-space-collapse: preserve;"><span style="border: none; display: inline-block; height: 360px; overflow: hidden; width: 624px;"><img height="369" src="https://lh7-us.googleusercontent.com/2cmYmKHO4ZQx1u3lqL8ymZXlMpTJSIjOzUIsiLR20GdaHJDKhR1WIovZwAaSDNOXm9xJOrlycBaxWkQJYBnoViSVT4185om5Icr4PgyrBfm7tA5KVKhRXPaocDcB69w9oZRFttjnM7uhzXb7_o-DlKU=w640-h369" style="margin-left: 0px; margin-top: 0px;" width="640" /></span></span></span></p><p>A common claim (or misconception) is that solar generation aligns with peak loads; the highest load experienced by a grid in a year. This is true for some sweltering southern grids with late afternoon summer A/C loads, but not Saskatchewan’s winter-peaking grid. </p><p>The chart below shows the last 8 months of daily peak loads, and if the peak load occurred when the sun was up (and solar would be producing) or down. Note the 8-month timespan is due to data availability, not deliberately excluding data. </p><p>Saskatchewan’s annual peak - the day or hour with the highest load - consistently occurs in winter, when the sun is down (at 4pm!). The conclusion is that solar’s effective load carrying capacity during winter peak loads - where the peaks are the highest - is zero. </p><p><span id="docs-internal-guid-9f165cbc-7fff-781c-b509-7bdba7ea7cca"><span style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; font-variant-position: normal; vertical-align: baseline; white-space-collapse: preserve;"><span style="border: none; display: inline-block; height: 360px; overflow: hidden; width: 624px;"><img height="369" src="https://lh7-us.googleusercontent.com/Vg9VpopEMNeNYGiGrQxCVMigHM94XwyPEOg5cdO1vm9H_jryeMGlkQi38zMX1GFbMN3Nqw_yCwndWjSoAumNg6-Yv2V0vWo_fxeok08zk0O_4NLT-DYLO1x1MkRTAHHwZIHrhTkeEKXnWVfuX8bm0Nk=w640-h369" style="margin-left: 0px; margin-top: 0px;" width="640" /></span></span></span></p><h1 style="text-align: left;">Hydro is not as dependable as we might hope.</h1><p>In the last year, hydro’s capacity factor has averaged about 32%, likely due to low moisture levels, drought conditions, and the fact that hydro dams support other functions of irrigation, flow, and control. </p><p>As a result, in the last 6 months we’ve been utilizing just 200-300 MW (daily averages) from our nearly 900 MW of hydro generation capacity, often at much lower levels than the year before. </p><p><span id="docs-internal-guid-c6760fd4-7fff-14cf-1b7c-deecccd604e0"><span style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; font-variant-position: normal; vertical-align: baseline; white-space-collapse: preserve;"><span style="border: none; display: inline-block; height: 363px; overflow: hidden; width: 624px;"><img height="363" src="https://lh7-us.googleusercontent.com/qgYq4Xx5PMJ1NGSo2ah7zBp8mY7JT28bj168zeDKy-mCOgb7GHnxFEo66BimPgwxRIemo4NzsyqkTVxIQ7DK7M3hCWqR6PZP2xQtkDTYRXCt8VYyejsefwBMhNxv6nspP1GrDIoO0V1S1OuXAGopwOI" style="margin-left: 0px; margin-top: 0px;" width="624" /></span></span></span></p><p>In their most recent Integrated Resource Plan, <a href="https://www.theglobeandmail.com/business/article-manitoba-hydro-expects-electricity-demand-to-double-over-next-two/">Manitoba Hydro indicated</a> they will not have excess hydro to export to Saskatchewan, in the long term. </p><h1 style="text-align: left;">Critical analysis of renewables is not anti-renewable</h1><p>Believe it or not, I am not opposed to renewable (wind/solar/hydro) energy. If decarbonization is the goal, many solutions will be required to transform and update Saskatchewan’s grid, including renewables and energy storage. </p><p>My concern, looking at the data, is hearing unrealistic ideals and perceptions about the real-world utility of renewable power. It is not realistic to depend solely on renewable power, unless we want blackouts, curtailments, or a large dependency on imported power. </p><h3 style="text-align: left;">Could battery storage mitigate renewable intermittency? </h3><p>Some batteries on our grid will be beneficial for tight frequency control and near-instant response to other failures. However, the quantity of batteries required to store long-duration power from renewables is staggering. </p><p>Here's the math: if our daily average power consumption is 70 GWh, we’d need 490 GWh of energy storage to get through a 7-day calm streak (as described above) on a wind-dominant, zero-fossil grid in the dead of winter. This amount of storage is equal to about 25,000 20 MWh batteries (like the one SaskPower is deploying in Regina), or 36,000,000 Tesla Powerwall units. </p><p>This is an extreme and slightly absurd example, but a small fraction of that storage is a huge amount.</p><h1 style="text-align: left;">Nuclear power is the most reliable source of electricity </h1><p>Let’s finally discuss nuclear power and start with reliability. Ontario's fleet of reactors (below) provides uninterrupted zero-carbon power 24/7/365 under any weather conditions.Just this week, one of Ontario’s nuclear reactors reached <a href="https://twitter.com/TomHess_/status/1764459494514233355">600 days of continuous runtime</a>.</p><p><span id="docs-internal-guid-e0acd914-7fff-6441-c744-1178de07d19e"><span style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; font-variant-position: normal; vertical-align: baseline; white-space-collapse: preserve;"><span style="border: none; display: inline-block; height: 361px; overflow: hidden; width: 624px;"><img height="370" src="https://lh7-us.googleusercontent.com/emaqh68ck-wm8aYEY_whp1jl0trUiQMEXdImDGgWVWPvJtkk-iltRC0wLe7DcvpKfFGUYc-liVmzVZOtQHYzbz3NK9RZeoAg-diyQTQQq643lpWC9vX6bNtflo_EHfJcYmE1R1GSgYCALjGMpEMcFNQ=w640-h370" style="margin-left: 0px; margin-top: 0px;" width="640" /></span></span></span></p><p>Omitting hydro due to Saskatchewan's limited options, Ontario is a great model for Saskatchewan's future grid.</p><p>Nuclear is the anchor. Wind and solar reduce natural gas use. Gas and hydro flex to meet demand and manage wind and solar intermittencies.</p><h1 style="text-align: left;">Nuclear power excels at decarbonizing electrical grids.</h1><p>Pictured is the daily carbon intensity of electricity of fossil-heavy Saskatchewan and neighboring Alberta, renewable-heavy Germany and California, and nuclear-heavy France and Ontario.</p><p>If decarbonization is the goal, what is the answer? </p><p><span id="docs-internal-guid-29e9999e-7fff-af07-17ee-ebbdf876a237"><span style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; font-variant-position: normal; vertical-align: baseline; white-space-collapse: preserve;"><span style="border: none; display: inline-block; height: 363px; overflow: hidden; width: 624px;"><img height="363" src="https://lh7-us.googleusercontent.com/RoD7F0M148bZ9Vcj3jp3mSU5CY0vukJ5SWz5ziNrWQMiaCA1PGFjCDbERrOrkzYC1CQQ6y-Yl8XD0iGrvLGkg-7UiR-M8Rz0SnqU6HpMyeDTpoet8Pf_MqNffVobxMRWU0STufTlEossQb8yxD1Fn20" style="margin-left: 0px; margin-top: 0px;" width="624" /></span></span></span></p><h1 style="text-align: left;">Nuclear power has the smallest lifecycle land footprint.</h1><p>Here we illustrate the lifecycle land use intensity of our current grid, and grid decarbonization using a mix of wind and solar (with approximately 4:1 ratio of installed capacity, per 2030 projections from SaskPower) OR nuclear power.</p><p>Lifecycle land use includes mining (of fuel and construction materials), the actual plant site, and waste management (landfills, nuclear spent fuel)..</p><p>If the goal of environmentalism is minimizing impacts on our natural resources, nuclear is the clear leader.</p><p><span id="docs-internal-guid-3216eb60-7fff-1541-0e0e-b86a6da218ea"><span style="font-family: Arial, sans-serif; font-size: 11pt; font-variant-alternates: normal; font-variant-east-asian: normal; font-variant-numeric: normal; font-variant-position: normal; vertical-align: baseline; white-space-collapse: preserve;"><span style="border: none; display: inline-block; height: 355px; overflow: hidden; width: 624px;"><img height="364" src="https://lh7-us.googleusercontent.com/EyeP2bV3V3mQqoOndVFwcZh8JWDluCgOBuZYT2qDONDBxPsb5lhVE-D9hLe1S0B3NFISBXIGvbUjSowun-Yjs_A7e_dveKtLOuetiy2yPsRrO5oisZMP_9caD0fHaItmwm20zYnAS6ABubURVvZxD7M=w640-h364" style="margin-left: 0px; margin-top: 0px;" width="640" /></span></span></span></p><h1 style="text-align: left;">Conclusion</h1><p>Geographically, Saskatchewan is challenged to produce reliable electricity from wind, solar, and hydroelectricity to meet demand, as shown by this real-world data, despite “best-in-Canada potential”. </p><p>Electricity produced from coal, natural gas, and hydro power share many of nuclear power’s positive attributes, and all of these base load power sources have varying levels of social license and support. Nuclear power however, not without its own challenges and drawbacks, is a clear win for reliability, energy security, environment, carbon intensity, and the ability to serve base load. </p><p><a href="https://skelectricity.info/d/fb3fd4c8-8c1f-44de-8218-4f809d42b251/case-for-nuclear?orgId=1">An “always live” version of the charts in this piece can be found here</a>, including links to sources and other notes about the data. </p>Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com0tag:blogger.com,1999:blog-6835776463130464454.post-45451769496440301922023-02-25T14:04:00.003-06:002023-03-03T11:55:22.535-06:00Four Saskatchewan SMRs isn't enough.<p>I hope to persuade you that Small Modular Reactors (SMRs) should form a key part of Saskatchewan's power future, and that the four we're talking about building (from 2034 through 2042) are both too little and too late, given our current power generation mix and expected growth.</p><p>Saskatchewan should build more than four SMRs, and we should start building them as soon as reasonably possible. </p><h3 style="text-align: left;">Background & Assumptions </h3><p>A few of my old posts may be worth reading (see <a href="https://blog.brahm.ca/p/energy-posts.html">index of energy posts</a>) but this post builds significantly on my <a href="https://blog.brahm.ca/2022/08/path-to-2030.html">Path to 2030 post</a> in methodology and what I've learned since August. </p><p>For a deep dive on the BWRX-300 in Saskatchewan and how we can to be evaluating this SMR in particular, <a href="https://blog.brahm.ca/2022/08/ge-brwx-300-in-saskatchewan.html">see this post</a>. </p><p>I've held these key assumptions through the analysis below:</p><p></p><ul style="text-align: left;"><li>There is no (or very limited) capacity for new large-scale hydro. This has been frequently repeated by SaskPower and is intuitively true for a very flat province. </li><li>Generating assets have approximate lifespans of 20 years (batteries*), 25 years (wind, solar, sawmill waste*), 30 years (coal, natural gas, flare gas*, waste heat*, bio-refinery*), 60 years (nuclear), 100 years (hydro), before major refurb, replacement, or decommissioning is required. Lifespans marked with a * are an educated guess (and the sources are small enough not to impact the analysis), the rest are based on surveys of industry expectations. </li></ul><p></p><p>My usual caveat applies: I'm not an expert in this space, but I am highly interested and motivated to learn more. More assumptions are noted in the spreadsheet linked at the bottom of this post. </p><p><br /></p><h3 style="text-align: left;">The Path to <strike>2050</strike> 2055</h3><p>I've combed through SaskPower's <a href="https://www.saskpower.com/Our-Power-Future/Our-Electricity/Electrical-System/System-Map">system map and asset list</a>, <a href="https://www.saskpower.com/Our-Power-Future/Infrastructure-Projects/Construction-Projects/Planning-and-Construction-Projects">planning and construction projects list</a>, <a href="https://www.saskpower.com/about-us/media-information/news-releases">news releases</a> and more to try and build a basic-but-comprehensive model of our provincial power grid. </p><p>The basic model has just a few parameters:</p><p></p><ul style="text-align: left;"><li>Power plant type (natural gas, coal, wind, etc.) </li><li>Power generation capacity (in MW)</li><li>Expected asset life (in years, and specific dates)</li></ul><p></p><p>Aggregating this information into one chart, we can visualize SaskPower's planned power mix to 2055. </p><p>Why 2055, and not 2050? It shows the end of life of a large amount of mid-2020s wind and solar assets with expected 25-year lifespans.</p><p style="text-align: center;"><img height="395" 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width="640" /></p><p>Emphasizing my comment above about this being a "basic" model, here are some comments on the above image: </p><p></p><ul style="text-align: left;"><li>Coal drops off by 2030 per federal regulations. (I don't think SaskPower has shared if it will be a gradual ramp-down or an abrupt stop, so I've modelled it as the latter)</li><li>Four SMRs are built, commissioned in 2034, 2037, 2040, and 2042. This timeline is based on the 2021 inter-provincial SMR Feasibility Study (but the province has made no firm commitment; the decision on the first SMR is scheduled for 2029. See <a href="https://blog.brahm.ca/2022/08/ge-brwx-300-in-saskatchewan.html">this post</a>). </li><li>It is uncertain if new federal clean electricity regulations will mandate the phase-out of natural gas for electricity by 2035. This model assumes a fast phase-out is unlikely, so I've shown gas capacity tapering off as plants hit end-of-life (30 years). </li><li>Of course, most power assets can be refurbished, rebuilt, or replaced-in-kind instead of being taken out of service, but that is not shown. </li></ul><h3 style="text-align: left;">Declining Dispatchable ("Base load") Power Poses Risk, Uncertainty </h3><p style="text-align: left;">The most concerning outcome of this model is the uncertainty about where we'll get secure, dispatchable, "base load" electricity in the future. This is power that can be called upon when needed: boilers lit, dam water spilled, atoms split, batteries discharged, etc. </p><p style="text-align: left;">Intermittent power (like electricity from wind or solar) depends on favourable weather conditions and may not be available when we need it (or: too much may be available when we don't need it). </p><p style="text-align: left;">On the following chart I've added two lines: </p><p style="text-align: left;"></p><ul style="text-align: left;"><li>The <b><span style="color: #cc0000;">red line</span></b> is my forecasted/estimated peak load: the maximum instantaneous power demand in the province. I've taken our historical peak load (3910 MW, set December 2021) and increased it by 0.5% per year. This is an extremely conservative assumption (as we'll see later) given the push to "electrify everything" to reduce emissions, and given <a href="https://www.saskatchewan.ca/government/budget-planning-and-reporting/plan-for-growth">Saskatchewan's growth plan</a> which seeks to increase our population to 1.4M by 2030. More people, more industry, more power. <br /><br /></li><li>The <b>black line</b> is the total dispatchable power capacity. I've both over-estimated dispatchability by assuming 100% of hydro can be called upon (typically it runs <50% capacity factor, see <a href="http://skelectricity.info">skelectricity.info</a> for historical utilization), and under-estimated dispatchability by assuming imports are <i>not</i> dispatchable. Because this is a simple model, let's say these two assumptions cancel each other out.</li></ul><p></p><p></p><p style="text-align: center;"><img height="395" 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" width="640" /></p><p>The <b>area of concern</b> on this chart is where dispatchable power drops below the conservatively-estimated peak load. This means on a dark, cold, winter night when we need electricity the most, our hospitals, care homes, industries, and homes will be depending on imports and weather-dependent energy instead of "firm" dispatchable power. </p><p>It's fair to object to my suggestion imported power is not dispatchable or reliable. It might come from firm sources... but it might not. </p><p>Consider the new 650 MW interconnect to the Southwest Power Pool (SPP), due to be completed in 2027. SPP is a huge grid: over 85 GW of generating capacity (compared to our 5.5 GW). However, <a href="https://app.electricitymaps.com/zone/US-CENT-SWPP">one third of that capacity is wind</a>, and the wind may not be blowing when <i>we</i> need it. </p><p>We cannot absolve ourselves of responsibility for our own energy security. Electricity is critical to homes, businesses, farms, industries, emergency services, and life in general. Like healthcare, we cannot outsource this critical service to other jurisdictions. </p><h3 style="text-align: left;">The Impacts of Increasing Intermittency</h3><p>The final version of this chart condenses different generation types into three categories: dispatchable power, variable (intermittent) power, and imported power. </p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><img height="395" 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" style="margin-left: auto; margin-right: auto;" width="640" /></td></tr><tr><td class="tr-caption" style="text-align: center;"><span style="text-align: left;">Note: Most imported power from SPP would likely be from variable sources, so the % Variable estimate is likely low. </span></td></tr></tbody></table><p>The dark gray line highlights a growing percentage of provincial electricity will come from intermittent sources. This means:</p><p></p><ul style="text-align: left;"><li>Power prices will increase due to redundancy required by intermittent power sources, including:</li><ul><li>Dispatchable backups like natural gas for when it is calm/dark. (I don't think batteries are a credible grid-scale solution to get us through 7 days of calm and dark - <a href="https://blog.brahm.ca/2022/12/thought-experiment-could-we-power.html">see this post</a>.)</li><li>Tons of extra transmission lines to remote generating sites.</li><li>Lots of empty transmission line capacity waiting for favourable weather. </li></ul><li>Our grid will generally be less stable (easy to manage) with increased supply-side variability in addition to existing demand-wide variability. </li><li>Dispatchable assets will wear out faster as they ramp up and down harder to match variable generation, requiring more maintenance and/or early replacements. </li><li>Prolonged or indefinite lifespan extensions of natural gas generation, which could be costly due to escalating carbon prices and/or possible 2035 federal regulations requiring we discontinue using gas for electricity or retrofit plants with expensive carbon capture equipment</li></ul><p style="text-align: left;">Books that should be required reading for any electricity policymaker and/or wannabe energy pundit are: </p><p style="text-align: left;"></p><ul style="text-align: left;"><li><i><a href="https://www.goodreads.com/book/show/57661453-shorting-the-grid">Shorting the Grid: The Hidden Fragility of our Electric Grid</a></i> by Meredith Angwin (<a href="https://www.goodreads.com/review/show/4732377375">my review</a>)</li><li><i><a href="https://www.goodreads.com/book/show/26073005-the-grid">The Grid: Electrical Infrastructure for a New Era</a></i> by Gretchen Bakke (<a href="https://www.goodreads.com/review/show/4321920149">my review</a>)</li><li><i><a href="https://www.goodreads.com/book/show/4070074-sustainable-energy---without-the-hot-air">Sustainable Energy Without the Hot Air</a></i> by David C. MacKay (<a href="https://www.goodreads.com/review/show/4464977505">my review</a>)</li></ul><p></p><p style="text-align: left;">To close this section, I want to re-emphasize that the further we peer into the future, the hazier it gets. </p><p style="text-align: left;">This model is <b><i>not the definitive plan</i></b>, merely a simple extrapolation projects and lifespans we know about today, waiting for questions to be answered and more projects to be proposed to fill in the blanks. </p><p style="text-align: left;">So, let's try to fill in some of the blanks! </p><p style="text-align: left;"><br /></p><h3 style="text-align: left;">A Nuclear Future for Saskatchewan</h3><p style="text-align: left;">Let's imagine a future where we prioritize and value these qualities for electricity:</p><p style="text-align: left;"></p><ul style="text-align: left;"><li>Reliability </li><li>Affordability </li><li>Carbon-free</li></ul><p style="text-align: left;"><b>Reliability</b> should be the top priority for any grid. If electricity is not reliable, it is therefore unaffordable: for unreliable electricity generation the grid operator must provision expensive redundancies and raise rates to cover those costs. Or they make reliability the responsibility of consumers, in effect forcing people to procure backup generators, solar panels, batteries, etc. to keep their service reliable. Nuclear power plants in North America run at ~95% capacity factor: <i>that's</i> reliability.</p><p style="text-align: left;"><b>Affordability</b> is tightly coupled to reliability. A predictable, boring grid is an affordable grid. Despite the high <b><i>capital</i></b> (e.g. construction) costs of nuclear, operating costs are low and extremely predictable. Thanks to the long asset life of nuclear plants (60+ years), we can "mortgage" construction costs over the life of the asset. Nuclear fuel prices do not fluctuate like the price of fossil fuels, and the fact the fuel is so energy-dense means that only a little bit of fuel is required. (See also: <a href="https://blog.brahm.ca/2022/08/expensive-nuclear-sk.html">my post on SMR costs</a>)</p><p style="text-align: left;"><b>Carbon-free </b>is the icing on the cake. Nuclear energy has the smallest land footprint per unit of electricity delivered, and uses an extraordinarily small quantity of raw materials, rare minerals, and fuel to unlock a tremendous amount of atomic energy, all to boil water, make steam, spin a turbine, and generate power without emitting carbon. (What about the waste? see <a href="https://blog.brahm.ca/2022/08/ge-brwx-300-in-saskatchewan.html">the last few sections of my BWRX-300 post</a>)</p><p></p><p></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhb4RBL86ITLmZiSZI-P-d2pCX5O0aX8pdt8CctixFoX3cDmulocyA7iexztKxxpzrnbA2rukzAuPm6mI7UBp3pypBfvlTGjXRxSUK53r1RUTjs0TiQ0SOaqI2r9vpgrVaH_uEYwHLgLrz6TZYtyd8NzpTfG4gvn6w-GgSagfzHmWIR0yGqB1wk_ApFyA/s3267/areavstotalmaterialenglishfinal.png" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="3267" data-original-width="3141" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhb4RBL86ITLmZiSZI-P-d2pCX5O0aX8pdt8CctixFoX3cDmulocyA7iexztKxxpzrnbA2rukzAuPm6mI7UBp3pypBfvlTGjXRxSUK53r1RUTjs0TiQ0SOaqI2r9vpgrVaH_uEYwHLgLrz6TZYtyd8NzpTfG4gvn6w-GgSagfzHmWIR0yGqB1wk_ApFyA/w385-h400/areavstotalmaterialenglishfinal.png" width="385" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Nuclear energy is clean energy. <a href="https://energy.glex.no/feature-stories/area-and-material-consumption">Image source</a>: Glex</td></tr></tbody></table><p style="text-align: left;">Using my <b>simple </b>model, I've calculated that Saskatchewan would need to build not four, but <b>eleven</b> small modular reactors between 2034 and 2049 to bring our dispatchable power back above our (conservatively) forecasted peak load:</p><p style="text-align: center;"><img height="395" 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width="640" /></p><p>The only other change I made to this model was to delete 1,500 MW of wind/solar power from being brought online in 2035, since it would no longer be required. Think about it: why would we generate zero-carbon electricity from gigantic, energy-dilute farms harvesting sporadic energy from the weather when we could simply manufacture electrons in a dozen tiny factories? </p><p>We should be concerned about what happens in 2030 when coal is phased out, and dispatchable power capacity drops below a conservatively-estimated peak load. Yes, coal is bad for emissions - but at least it's available on demand. Unless new dispatchable projects are announced to fill that gap, we will have to depend on a mix of intermittent renewables and expensive imports (<a href="https://blog.brahm.ca/2022/07/saskpowers-2021-22-annual-report-more.html">see this post</a> - imports are 2-3x more expensive than generating electricity at home) to meet demand during our most challenging conditions. </p><p>It would be ideal (and optimistic) to pull SMR commissioning forward from 2034 to 2030, so that some nuclear can offset the last of the coal. </p><p style="text-align: center;"><img height="395" 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" width="640" /></p><p style="text-align: left;"><br /></p><p style="text-align: left;"><br /></p><h3 style="text-align: left;">Eleven SMRs!? I'll have some of what this guy's smoking.</h3><p>Is it so impossible to build eleven SMRs by 2050? That's 27 years away. </p><p>Between 1999 and 2028 SaskPower (or a private IPP supplying SaskPower) will have built or refurbished a natural gas generating station every 2.4 years. That's <i>exactly </i>the pace of this SMR scenario: natural gas and SMRs are both thermal generating technologies with very similar components (except for the heat source!). Perhaps we could build them at existing coal and gas plant sites as they retire, and take advantage of existing infrastructure. </p><p>Eleven SMRs is also about the number of coal and gas plants we have in service today. Perhaps we could take advantage of existing infrastructure (roads, sites, transmission) as those assets are retired. </p><p>France took 15-20 years to revolutionize their energy mix with over 50 zero-carbon nuclear plants:</p><p></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjBkcI4XZm6k_nGUknH7KxpKe_MaZ-BX-I9J6ue2PPrwqALxe6nZnAfoch_9iIf6iwq-z-Kmirn0UHRosRTW0dZZ_6TrO1UyFCf4QGMLsfiOQDkdEjogoRI5uVChYf_0QRVACI6XBv-dBUoaQzWeqzJnZjlKp4-DzQOX3LczzEIau7LrRYCugvmhB3G4Q/s750/Electricity_in_France.svg.png" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="496" data-original-width="750" height="423" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjBkcI4XZm6k_nGUknH7KxpKe_MaZ-BX-I9J6ue2PPrwqALxe6nZnAfoch_9iIf6iwq-z-Kmirn0UHRosRTW0dZZ_6TrO1UyFCf4QGMLsfiOQDkdEjogoRI5uVChYf_0QRVACI6XBv-dBUoaQzWeqzJnZjlKp4-DzQOX3LczzEIau7LrRYCugvmhB3G4Q/w640-h423/Electricity_in_France.svg.png" width="640" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Source: Wikipedia, <a href="https://en.wikipedia.org/wiki/Nuclear_power_in_France">Nuclear Power in France</a></td></tr></tbody></table><p></p><p style="clear: both; text-align: left;">The province of Ontario has the one of the cleanest grids in the world with <a href="https://app.electricitymaps.com/zone/CA-ON">over 10 GW of nuclear generating capacity</a> providing (on average) 60% of the province's electricity. Ontario commissioned 22 CANDU reactors in 22 years from the early 70s to the early 90s. </p><p style="clear: both; text-align: left;">Ontario's Independent Electricity System Operator (IESO) recently released their <a href="https://www.ieso.ca/en/Learn/The-Evolving-Grid/Pathways-to-Decarbonization">Pathways to Decarbonization Report</a> which calls for 17,800 GW of <b><i>new</i></b> nuclear capacity by 2050 (vs. the meagre 3,300 GW I am proposing for SK), in addition to boat-loads more power and storage from other sources. </p><p style="clear: both; text-align: left;"></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgHhx7CH5jXeBHK_2PcTW46Emx2cV9R-b9XyamRHd_kome3paiyYY6dE21OMGJkc_UleA_drjsDIuc2Sm0DH-3SfyPRpgCIHbJ5GKgKZmfTzIt2QTXaT-IkjDLQtmFJ1L7p8R1bdSJlztc8x7_W2N2n75TTBrMnqnxDz88qsDkEbneowaoOhtPTWbAD1A/s818/pathways.PNG" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="691" data-original-width="818" height="540" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgHhx7CH5jXeBHK_2PcTW46Emx2cV9R-b9XyamRHd_kome3paiyYY6dE21OMGJkc_UleA_drjsDIuc2Sm0DH-3SfyPRpgCIHbJ5GKgKZmfTzIt2QTXaT-IkjDLQtmFJ1L7p8R1bdSJlztc8x7_W2N2n75TTBrMnqnxDz88qsDkEbneowaoOhtPTWbAD1A/w640-h540/pathways.PNG" width="640" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Source: <a href="https://www.ieso.ca/en/Learn/The-Evolving-Grid/Pathways-to-Decarbonization">IESO Pathways to Decarbonization, p31</a>. Also note: the IESO is forecasting just 160 MW of their existing 5,000 MW of wind generation capacity will still be functional in 2050<br /></td></tr></tbody></table><p></p><p style="clear: both; text-align: left;">I can hear anti-nuclear readers going, "ah-ha! that graphic also shows lots of wind, solar, hydrogen, and more. This guy's just obsessed." Keep reading! </p><p style="clear: both; text-align: left;"><br /></p><h3 style="clear: both; text-align: left;">What does the Canadian Climate Institute have to say?</h3><p style="clear: both; text-align: left;">In their 2022 report, <i>Bigger, Cleaner, Smarter: Pathways for Aligning Canadian Electricity Systems With Net Zero</i> (<a href="https://climateinstitute.ca/wp-content/uploads/2022/05/Bigger-Cleaner-Smarter-May-4-2022.pdf">PDF link</a>) the Canadian Climate Institute notes that "a range of studies conclude that achieving net zero will require" installed generation capacity to grow by 2.2x to 3.4x by 2050, and that this is a "safe bet" action to pursue (p21):</p><p></p><p></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgd4g1UmT3Zktfkjjb1Y-WZZSDSIf-a5CQn2qCvl9ath_EGots7ya4EfGWneKLVci5pn51B5ROEXYe_Ky5UCaQW0UdBTJGaM74dHPYjvHDigbiVlIO7Xhpw2tm43Jm-QcItdeTelPeR0u02zI_vKhrHdTxSF_QlB3ClQOpX_bSN1FVmXv5yrgnOASUEug/s682/cci.PNG" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="383" data-original-width="682" height="359" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgd4g1UmT3Zktfkjjb1Y-WZZSDSIf-a5CQn2qCvl9ath_EGots7ya4EfGWneKLVci5pn51B5ROEXYe_Ky5UCaQW0UdBTJGaM74dHPYjvHDigbiVlIO7Xhpw2tm43Jm-QcItdeTelPeR0u02zI_vKhrHdTxSF_QlB3ClQOpX_bSN1FVmXv5yrgnOASUEug/w640-h359/cci.PNG" width="640" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Source: <a href="https://climateinstitute.ca/wp-content/uploads/2022/05/Bigger-Cleaner-Smarter-May-4-2022.pdf">Bigger, Cleaner, Smarter: Pathways for Aligning Canadian Electricity Systems With Net Zero</a> (PDF), Canadian Climate Institute, p22</td></tr></tbody></table><br /><div>Holy smokes! This suggests <b>my growth model is extremely conservative</b>. </div><p style="clear: both; text-align: left;"></p><p style="clear: both; text-align: left;">If we smash together these two forecasts - my simple 11-SMR scenario and the CCI's prediction of required ~2.5x growth in installed capacity, we can see a <b>huge generation shortfall of 5,780 GW in Saskatchewan by 2050 - a shortfall the size of our 2023 grid (!):</b></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><img height="467" 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" style="margin-left: auto; margin-right: auto;" width="640" /></td></tr><tr><td class="tr-caption" style="text-align: center;">Note: I've simplified the CCI's non-linear model from the previous image into a linear line because... it is simple.</td></tr></tbody></table><p style="clear: both; text-align: left;">What conclusions can we draw from this? </p><p style="clear: both; text-align: left;"></p><ul style="text-align: left;"><li>One is: it may be that eleven SMRs isn't nearly enough. Maybe we need something like 30 SMRs! That would close the 2050 gap. <br /><br /></li><li>A second might be: we need lots more of everything: wind, solar, batteries, hydrogen, and hydro (if we can find it). <br /><br /></li><li>A final conclusion is: whether future demand is modest or dramatic, we need be decisive, focus our resources, and start building in order to meet our future needs. If our power future is one of energy shortages, that will be expensive for families and unworkable for industries. </li></ul><p style="text-align: left;">The "lots of everything" conclusion is probably politically palatable - it keeps everyone happy. If we pursue that path we need to understand and accept the impact of massive intermittent and/or dilute energy deployments, which require additional raw materials (per kWh), redundancies, complexities, and interconnects compared to dispatchable sources, and end up costing more in the long term. We also need to understand that only nuclear and large-scale hydroelectric have the high capacity, long-term, zero-carbon power we need. </p><p style="text-align: left;">Over at <a href="http://skelectricity.info">skelectricity.info</a> I've built a <a href="https://skelectricity.info/d/7gE8K_oVz/fossil-friday?orgId=1">Fossil Friday dashboard</a> that asks "what if we converted all of our existing fossil capacity from the last 7 days to nuclear OR wind OR solar?", illustrating the requirements of energy-dense vs. energy-dilute sources: </p><p style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgkX91l5qKCiBgAJs7u01ty3ruCfLmNe5S5uT33HM1IX7DCd0IxH5KU9vKbr0PoXijVoBARsXJVGFMWKUvFPrOiM2jZ-GoFYgFgwNHwNhOKj6qZj2W08BtGL-8l0hUBmbdPzx7vlyL6ddvh8ukEK_k44waeMbJ7zLtdZ6Qd4xPYDrZasUeAX_ymxfK7_Q/s1249/fossil%20friday.PNG"><img border="0" data-original-height="853" data-original-width="1249" height="438" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgkX91l5qKCiBgAJs7u01ty3ruCfLmNe5S5uT33HM1IX7DCd0IxH5KU9vKbr0PoXijVoBARsXJVGFMWKUvFPrOiM2jZ-GoFYgFgwNHwNhOKj6qZj2W08BtGL-8l0hUBmbdPzx7vlyL6ddvh8ukEK_k44waeMbJ7zLtdZ6Qd4xPYDrZasUeAX_ymxfK7_Q/w640-h438/fossil%20friday.PNG" width="640" /></a></p><p style="text-align: left;">This is why nuclear energy is such an elegant solution for the Saskatchewan: concentrated, energy-dense electricity factories that maximize the ultimate energy output of construction materials, energy, and fuel inputs used to build and operate them. </p><p style="text-align: left;"><br /></p><h3 style="text-align: left;">Conclusion</h3><p style="text-align: left;">Four Saskatchewan SMRs by 2050 isn't enough. </p><p style="text-align: left;">Eleven Saskatchewan SMRs just barely satisfies a back-of-napkin-math scenario predicated on very conservative assumptions. </p><p style="text-align: left;">If the Canadian Climate Institute's forecast is credible, if we manage to build 11 SMRs by 2050 we'll still face a generating capacity shortfall equal to our entire 2023 grid! </p><p style="text-align: left;">We need to be decisive, make commitments, and start planning and building SMRs now. </p><p style="text-align: left;"><br /></p><p style="clear: both; text-align: left;">If you've made it this far - thank you so much for reading. I always welcome constructive feedback, corrections, and suggestions. Leave a comment or fire me a Tweet/DM/email. </p><p style="clear: both; text-align: left;"><a href="https://docs.google.com/spreadsheets/d/1VlFsK1Xt_USnD4l6X4SQq8Rwc4wtDHaY47uwEEDUZsg/edit?usp=sharing">Data and calculations</a>.</p><p></p>Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com0tag:blogger.com,1999:blog-6835776463130464454.post-89501263460380969052022-12-06T10:59:00.001-06:002022-12-06T10:59:42.343-06:00Thought Experiment: Could we power Saskatchewan solely on renewables? <p>There's a kind of crystal-ball forecasting that makes claims about what <i>could be</i> possible with renewable energy. Namely that it is possible to run ALL cities, provinces, and countries on 100% Wind, Water, and Solar (abbreviated WWS). </p><p>While possible in areas rich in hydro resources (check <a href="https://app.electricitymaps.com/">Electricity Maps</a> for Quebec, Norway, and North-East Brazil) it is <i>practically</i> impossible where large-scale hydro isn't an option - like Saskatchewan. </p><p>In Saskatchewan we recently had a calm, windless week (mid-November 2022) that can serve as a stress-test case study for determining requirements for 100% WWS. Here's a snapshot of wind capacity and wind energy delivered:</p><p></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEiqf-qg3VcTyW0QbVIm--XbH62fcpnbmSZmjIBZ-qx8WD8EJHmUVp0f8p7ElkUjIr8fsJ8eE8ETJcfdtNLNue6XISel6abQaTH6_bt62nvqRRQvqMYKCpxkwvEIqqMJKtpt4xRObi_U0rimZDW1XMY0FlAISontxYQeFOjIN8wZnxk-9T89KsoEyP5p-A" style="margin-left: auto; margin-right: auto;"><img alt="" data-original-height="756" data-original-width="1310" height="370" src="https://blogger.googleusercontent.com/img/a/AVvXsEiqf-qg3VcTyW0QbVIm--XbH62fcpnbmSZmjIBZ-qx8WD8EJHmUVp0f8p7ElkUjIr8fsJ8eE8ETJcfdtNLNue6XISel6abQaTH6_bt62nvqRRQvqMYKCpxkwvEIqqMJKtpt4xRObi_U0rimZDW1XMY0FlAISontxYQeFOjIN8wZnxk-9T89KsoEyP5p-A=w640-h370" width="640" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Figure 1. Source: <a href="https://skelectricity.info/">https://skelectricity.info/</a></td></tr></tbody></table><p></p><p style="clear: both; text-align: left;">We'll focus on November 10-16, 2022, where wind utilization averaged 8.2% (meaning for every 100 MW of wind capacity installed, an average 8.2 MW of power was supplied). </p><p style="clear: both; text-align: left;"><b>The question we're trying to answer is: what would it take to run Saskatchewan on Wind, Water, and Solar (and Batteries) during a winter week where the wind doesn't blow?</b></p><p style="clear: both; text-align: left;">This post is<b> hand-wavy</b> and <b>inexact</b>, but the point should be the orders of magnitude required. <a href="https://docs.google.com/spreadsheets/d/1FCct16EMPrfoCM1QaBfBIZzSIX4zGSRA-1qP3Wv-plM/edit?usp=sharing">My spreadsheet is here</a> and I welcome corrections and feedback (leave a comment!).</p><p style="clear: both; text-align: left;">First: let's look at today's power generation (in megawatts) and the Wind, Water, and Solar generating capabilities we'll have by 2027, based on information released by SaskPower. The second column excludes current fossil resources to show the generating gap we would need to make up: </p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><img height="396" 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" style="margin-left: auto; margin-right: auto;" width="640" /></td></tr><tr><td class="tr-caption" style="text-align: center;">Figure 2. References in spreadsheet linked above.</td></tr></tbody></table><p style="clear: both; text-align: left;">Before getting to "what would it take," I'll list my assumptions and simplifications so that this simple model stays simple. </p><p style="clear: both; text-align: left;"></p><ol style="text-align: left;"><li>Our 100% WWS grid will need a <b>minimum</b> provincial power generation capacity of about 4,300 MW. This is 10% over the historical peak load of 3,910 MW. This is a slim, dangerous margin, but again: we'll keep it simple. (current SK generation capacity is about 5,400 MW). <br /><br /></li><li>We're not going to add any new solar in our models. Wind has a higher capacity factor (~37% vs. solar's annual 14% - <a href="https://www.saskatoon.ca/sites/default/files/documents/transportation-utilities/saskatoon-light-power/2017_performance_report_for_solar_demonstration_site.pdf">source</a>). This simplification should favour 100% WWS.<br /><br /></li><li>Days and nights are each 12 hours. <br /><br /></li><li>Demand is an even 75 GWh of daily consumption, based on recent data from <a href="https://skelectricity.info/">https://skelectricity.info/</a><br /><br /></li><li>Demand is evenly distributed through the day (i.e. days and nights have the same, flat demand) <br /><br /></li><li>There is no new hydro capacity in Saskatchewan, and we can't get any more than we have from Manitoba. Assumption based on SaskPower comments in recent public engagement webinars, plus the intuition that if we go 100% WWS, our neighbours will as well. Their hydro will be a scare resource. <br /><br /></li><li>We'll generously assume the "Other / Imports" category can perform at 100% utilization, but we'll also assume we can't get MORE new power from our neighbours. Presumably, because they have also adopted 100% WWS grids, they have little extra to spare when the weather doesn't cooperate. <br /><br /></li><li>We assume existing hydro stays near its recent typical ~30% utilization, as Saskatchewan's hydro serves a secondary purpose of managing water levels in lakes and rivers. <br /><br /></li><li>We assume batteries are both simple (perfectly efficient), and possible on the scale of days and weeks (currently, to my knowledge, they are not). </li></ol><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>Capacity megawatts are deceptive...</b></p><p style="text-align: left;">As I've written before, megawatts from intermittent sources aren't always there when we need them. 100 MW of solar panels can never get above (approximately) 50% utilization because it's dark half the day (a City of Saskatoon pilot, linked above, came up with a 14% capacity factor). </p><p style="text-align: left;">So we take the chart above and add more detail below. The second column highlights the "Gap to Fill" to achieve our minimum required generating capacity, based on the assumptions above. </p><p style="text-align: left;">The third column, "Typical Capacity Factor Basis" shows the <i>expected output in MW</i> from the planned 2027 supply mix (megawatts are deceptive! It's MW + capacity factor + dispatchability that tells the real story, as we'll see). </p><p style="text-align: left;">The final column, "November Wind Drought Effective Capacity" shows how our expected 2027 assets would have performed during the wind drought November 10-16, 2022, and the large supply gap we'll have to plan for in our 100% WWS scenario. </p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><img height="396" 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" style="margin-left: auto; margin-right: auto;" width="640" /></td></tr><tr><td class="tr-caption" style="text-align: center;">Figure 3</td></tr></tbody></table><p></p><p style="clear: both; text-align: left;">That last column is concerning: ~3,460 MW of on-paper WWS generation capacity will perform like 1200 MW of generation in a wind/solar drought - and half of that 100% utilized imports. </p><p style="clear: both; text-align: left;">Broken up into a week of days and nights, the deficit looks like this: </p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><img height="396" 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" style="margin-left: auto; margin-right: auto;" width="640" /></td></tr><tr><td class="tr-caption" style="text-align: center;">Figure 4</td></tr></tbody></table><p style="clear: both; text-align: left;">So where are we going to get ~3,150 MW of <b><i>reliable</i></b> capacity to run the province on 100% WWS through a calm, dark week? </p><p style="clear: both; text-align: left;"><br /></p><p style="clear: both; text-align: left;"><b>Overbuilding Wind</b> </p><p style="clear: both; text-align: left;">One idea is overbuilding wind to an absurd degree. Simply dividing 3,150 MW by 8% utilization suggests we could add 38,580 MW of wind generating capacity to "guarantee" 3,150 MW of "reliable" output during a wind drought. </p><p style="clear: both; text-align: left;">38,580 MW of wind capacity is: </p><p style="clear: both; text-align: left;"></p><ul style="text-align: left;"><li>62x Saskatchewan's current wind capacity (626 MW)</li><li>2.3x the capacity of Ontario's entire nuclear fleet (but direct comparisons fail, as nuclear MW are there when you need them, wind MW are not)</li><li>~60% of the installed wind capacity of Germany, who have a <a href="https://app.electricitymaps.com/zone/DE">horrible carbon footprint</a> because they back up their (extensive) intermittent renewables with coal. Germany uses about 20x the total electricity of the province of Saskatchewan</li><li>~9,600 new wind turbines to be built and installed (4MW each) </li><li>~26,500 km^2 of land that would be packed with turbines, with a turbine density of 2.75 km^2 per turbine. If centered around Saskatoon, this wind farm would encircle Blaine Lake, Wakaw, Viscount, Outlook, and Biggar:<br /><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEifePfcQ-2l0-5IrP-9XwogmFu_dLZvhgdJVY2FM0iaaRBBoo6dYYaLT2EcB6-knlgDRcTqUMyjOyLUdtVtJ9GZai95iYneFU5l3BYrQCN_lzxxciknCqfeXgLHdu0wUORFbJEB0iTRq1eaiN8MU7y2B5kR_hoFqpWSp2_VR-JdTscaRoBaXc9k1CoXRQ" style="margin-left: auto; margin-right: auto;"><img alt="" data-original-height="580" data-original-width="729" height="318" src="https://blogger.googleusercontent.com/img/a/AVvXsEifePfcQ-2l0-5IrP-9XwogmFu_dLZvhgdJVY2FM0iaaRBBoo6dYYaLT2EcB6-knlgDRcTqUMyjOyLUdtVtJ9GZai95iYneFU5l3BYrQCN_lzxxciknCqfeXgLHdu0wUORFbJEB0iTRq1eaiN8MU7y2B5kR_hoFqpWSp2_VR-JdTscaRoBaXc9k1CoXRQ=w400-h318" width="400" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Figure 5</td></tr></tbody></table></li></ul><p style="text-align: left;">Our provincial power generation capacity (on-paper MW; not adjusted for utilization) would look like the third column: </p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><img height="396" 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style="margin-left: auto; margin-right: auto;" width="640" /></td></tr><tr><td class="tr-caption" style="text-align: center;">Figure 6</td></tr></tbody></table><p style="text-align: left;">However, we know <b>this entire scenario is ridiculous</b>: 8% average utilization for a day could mean 16% utilization for one hour followed by 0% utilization the next, rendering the entire investment useless. Any purely wind-dependent scenario fails the reliability test, so "firm", dispatchable, reliable resources must be added. </p><p style="text-align: left;">Can batteries help? What would it take to get through a week's wind drought?</p><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>Overbuilding Batteries</b></p><p></p><p style="clear: both; text-align: left;">Batteries are the saviour of WWS scenarios because it's claimed they can fill in the (huge) gaps. They also don't (yet) exist at the scale WWS scenarios require, but theoretically <i>could</i> exist in the future.</p><p style="clear: both; text-align: left;">The reality of batteries is they're "grid-scale" in that they exist on grids today, but they do not function as a long-duration grid backup. They are useful for providing fast, flexible, and dispatchable power when there is an excess of cheap, variable renewable energy. SaskPower is currently building one <a href="https://www.saskpower.com/Our-Power-Future/Infrastructure-Projects/Construction-Projects/Planning-and-Construction-Projects/Battery-Energy-Storage-System">20 MWh battery in Regina</a>.</p><p style="clear: both; text-align: left;"><b>Batteries are not meant to provide bulk energy over long timeframes - so this whole section is extra made-up and hand-wavy - but we'll map it out anyway.</b> For other useful functions of grid-scale batteries, see Table 1 in <a href="https://www.nrel.gov/docs/fy19osti/74426.pdf">this paper</a> from the US National Renewable Energy Laboratory (NREL). </p><p style="clear: both; text-align: left;">According to <a href="https://en.m.wikipedia.org/wiki/Battery_storage_power_station#Largest_grid_batteries">Wikipedia</a>, the world's largest battery in service today is the Vistra Moss Landing Battery, with a power output of 400 MW for 4 hours (1600 MWh). The project was commissioned in 2021 at a cost of $400M USD. </p><p style="clear: both; text-align: left;"><i>If</i> batteries were capable of getting us through a week of low wind (again, they are not used for long-term bulk energy storage) Saskatchewan would need <b>523 GWh</b> of energy storage capacity. This is the sum of the red bars of MW power needed in Figure 4, multiplied by hours, to get MWh (GWh). </p><p style="clear: both; text-align: left;">523 GWh of battery storage is:</p><p style="clear: both; text-align: left;"></p><ul style="text-align: left;"><li>26,150 times more battery capacity than SaskPower has currently planned (20 MWh being deployed in Regina soon)</li><li>Equivalent to 336 Vistra Moss Landing batteries, currently the largest in the world</li><ul><li>This would cost $134 Billion (CAD) although I'm sure some economy of scale would get that down... a bit. </li></ul><li>23 times more battery storage than <i>the entire United States of America has in 2022</i> (see <a href="https://mobile.twitter.com/brahmneufeld/status/1594669992062115840">interesting Twitter thread</a>)</li></ul><p></p><p style="clear: both; text-align: left;">One of the risks of counting on batteries to survive a seven-day wind drought is... what if the drought is 8 days? 10 days? Two weeks? Once batteries are discharged, they require excess energy (over the base load of grid consumption) to be recharged, so that needs to be accounted for too. </p><p style="clear: both; text-align: left;"><b>What about lots of small-scale batteries (and solar) installed at each home?</b> This is implausible for two reasons. One, most of Saskatchewan's electricity is not supplied to homes. It's supplied to farms, businesses and industry (Figure 7), who depend on energy security for their businesses and operations to remain sustainable. Two, intuition says it would be cheaper and more impactful to do a handful of very large projects versus half a million very small projects. </p><p style="clear: both; text-align: left;"></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgu2qEqkLGJBEJGNJ3UxbpFtDE34a4AP0lvsMBFvGszS5E_J7RHyLuqtjmlv2OCTO3_ZKx0roVyVBLpVr8WAc78fWFsQWC8gIwq_9i5F0d6h_N9T8Jpr0Ww86sJtmWBQaI0EfTBxjOJuB1jtkoLMdRK_aI32GVXJaL1J8lxYJpcx_MXLfVYH3CXeOFinA" style="margin-left: auto; margin-right: auto;"><img alt="" data-original-height="356" data-original-width="812" height="175" src="https://blogger.googleusercontent.com/img/a/AVvXsEgu2qEqkLGJBEJGNJ3UxbpFtDE34a4AP0lvsMBFvGszS5E_J7RHyLuqtjmlv2OCTO3_ZKx0roVyVBLpVr8WAc78fWFsQWC8gIwq_9i5F0d6h_N9T8Jpr0Ww86sJtmWBQaI0EfTBxjOJuB1jtkoLMdRK_aI32GVXJaL1J8lxYJpcx_MXLfVYH3CXeOFinA=w400-h175" width="400" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Figure 7. SaskPower 2021-22 Annual Report</td></tr></tbody></table><p style="text-align: left;"><b>What about pumped hydro, compressed air, or other storage technologies?</b> Storing a week's worth of energy in any medium takes an enormous - and I daresay impractical - amount of resources, unless you're storing energy in the form of fossil fuels or uranium, which are far more energy-dense than the alternatives. </p><p></p><p style="clear: both; text-align: left;"><br /></p><p style="clear: both; text-align: left;"><b>Conclusions</b></p><p style="clear: both; text-align: left;">Wind energy can be useful and plentiful: utilization averaged 85% for the five days following the seven-day wind drought. But due to its variability, we cannot solely rely on wind. </p><p style="clear: both; text-align: left;">Battery energy can be useful: the NREL paper discusses lots of interesting and useful functions batteries perform on the grid. But these are on the time scale of hours, not days. Batteries are not meant for long-term bulk energy storage, and storing a week's worth of energy in any medium other than fossil fuels or uranium ranges from impractical to impossible. </p><p style="clear: both; text-align: left;">Huge quantities of solar would not change these conclusions as it's useful far less than half the time in winter. </p><p style="clear: both; text-align: left;"><b>It will take a mix</b> of credible, viable, and economic energy sources to decarbonize Saskatchewan's grid. In a world where new hydro resources are constrained, only natural gas and <b>nuclear energy</b> can provide "firm", dispatchable (on-demand) energy <b>at scale</b> when intermittent renewables leave large power gaps. </p><p style="clear: both; text-align: left;">Building four 300 MW SMRs effectively replaces Saskatchewan's coal power plants, and will be less expensive and risky than building a Rube Goldberg machine of wind and battery (or other) energy storage projects to <i>hopefully</i> carry us through a calm, dark week. For safety, health, and prosperity we cannot gamble with energy security - this is not a service we can afford to outsource to our neighbours. Energy must be reliable and we must be responsible and accountable for it. </p><p style="clear: both; text-align: left;">This post was quite hand-wavy and imprecise. The exact numbers aren't the point, it's the orders of magnitude. Proponents of any energy solution must be able to show how the solution works <i>here</i>, a Northern, dark, cold, flat (hydro limitations) and often very calm environment. </p><p style="clear: both; text-align: left;">As I said at the top: I welcome constructive comments, corrections, and feedback: I am still learning all this stuff, too. </p><p style="clear: both; text-align: left;">Two books I cannot recommend enough are:</p><p style="clear: both; text-align: left;"></p><ul style="text-align: left;"><li><a href="https://www.goodreads.com/book/show/4070074-sustainable-energy---without-the-hot-air">Sustainable Energy - Without The Hot Air</a>, by David C. MacKay (<a href="https://www.goodreads.com/review/show/4464977505">my review</a>). As MacKay says, "it all has to add up." That is the inspiration for many of my posts! While some of the cost data on renewables from the publishing date of 2008 is outdated, the premise of the book is evergreen: what are all of the credible options (that "add up") to building low-carbon grids? <br /><br /></li><li><a href="https://www.goodreads.com/book/show/57661453-shorting-the-grid">Shorting the Grid: The Hidden Fragility of Our Electric Grid</a>, by Meredith Angwin (<a href="https://www.goodreads.com/review/show/4732377375">my review</a>). An experienced deep dive into grid operations and governance, including challenges of integrating and operating renewable-heavy grids. </li></ul><p></p><p></p>Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com1tag:blogger.com,1999:blog-6835776463130464454.post-71806711245994764632022-11-19T14:38:00.006-06:002024-02-09T15:23:25.517-06:00Technical Post: Polar charts in Grafana using ae3e-plotly-panel plugin; formatting tips for energy visualizations using dates on the angular axis<p><span style="font-size: x-large;"><b>Update in 2024</b>: Everyone should be using the <b><u>nLine Plotly</u></b> plugin for Grafana. The ae3e one seems to be abandoned, or at least is updated far less often. Other than the plugin name, instructions below are mostly the same. </span></p><p>I've been banging away on a mini-project and want to publish some of the technical details before they're forgotten, because some were not intuitive to me (as a non-programmer) to figure out. </p><p>If you're browsing my energy post series, you may want to skip this one if you're not interested in programming! </p><p><b>The problem</b>: </p><p>Economist Edgardo Sepulveda <a href="https://mobile.twitter.com/E_R_Sepulveda/status/1592931289057079301">published</a> some fascinating graphs that show differences between electricity supplied by Ontario's nuclear power plants and grid-connected wind and solar installations. Here is an example:</p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEg1cVGhxLtkT3-d8VlcGJAqUkfTULss4ZUet8jbnEuFT_vBE1irBlrVC29SSlrOvxv1kEfTZdNW-bg1Ni6MdxDoB_1tOKvXpyzdrIrLefpjfthZxIzXwDU0LFMLS4CSovQiqMpw07v_qUywXaJhNUSuU8B8xa_oOtwmTbJKd5gAjDwGKMomTW84t_SwVQ" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="2824" data-original-width="3900" height="464" src="https://blogger.googleusercontent.com/img/a/AVvXsEg1cVGhxLtkT3-d8VlcGJAqUkfTULss4ZUet8jbnEuFT_vBE1irBlrVC29SSlrOvxv1kEfTZdNW-bg1Ni6MdxDoB_1tOKvXpyzdrIrLefpjfthZxIzXwDU0LFMLS4CSovQiqMpw07v_qUywXaJhNUSuU8B8xa_oOtwmTbJKd5gAjDwGKMomTW84t_SwVQ=w640-h464" width="640" /></a></div><br />I wanted to replicate these (to the best of my ability!) for my Saskatchewan Electricity Mix project (<a href="https://twitter.com/SkElectricity">Twitter</a>, <a href="https://skelectricity.info/">website</a>). I managed to get it working (see near the end of this post), but it was tricky so I wanted to leave a trail of breadcrumbs for "future me" and others who might want to replicate this visualization with other datasets. <p></p><p><b>Technology</b>:</p><p></p><ul style="text-align: left;"><li>Grafana as a visualization engine (I'm running v9.2.4 as of this post) </li><li>influxdb2 as a data repository and source to Grafana. Note: nothing in this post is specific to influxdb. </li></ul><p style="text-align: left;"><b>Obstacles to overcome</b>:</p><p style="text-align: left;">I'll expand on each of these in more detail:</p><p style="text-align: left;"></p><ol style="text-align: left;"><li>Grafana does not support polar charts</li><li>The <a href="https://github.com/ae3e/ae3e-plotly-panel">ae3e-plotly-panel</a> Grafana plugin supports polar charts, but the config instructions for Grafana are virtually non-existent (for a non-programmer this is a big roadblock!) </li><li>Plotly does not currently support using dates on the angular axis</li></ol><div><br /></div><p style="text-align: left;"><b>Adding polar chart support to Grafana via Plotly </b></p><p style="text-align: left;">Here's the easiest step of the whole process: installing Plotly. </p><p style="text-align: left;">Assuming your Grafana instance is connected to the internet, navigate to Configuration > Plugins. Search "Plotly" and install the ae3e version:</p><p style="text-align: left;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjBH-HRT0zBYchKu1I6fYJlOA40_JfW3_R2YEwsVfNseBK7tBOwm8_d_CnmdWrTm6vRRbxVlsNDzLVmGCIF65t3aSEijlSYaARPHZkOBDePxM4Nkpj4OtT4u6F01J7a9Qaj_Gv_tE7FIY6-UqxSuWSkNO_CcElqDTV-UoOFFUWTSMtBMFHWpqFEQYLdLQ" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="660" data-original-width="1163" height="365" src="https://blogger.googleusercontent.com/img/a/AVvXsEjBH-HRT0zBYchKu1I6fYJlOA40_JfW3_R2YEwsVfNseBK7tBOwm8_d_CnmdWrTm6vRRbxVlsNDzLVmGCIF65t3aSEijlSYaARPHZkOBDePxM4Nkpj4OtT4u6F01J7a9Qaj_Gv_tE7FIY6-UqxSuWSkNO_CcElqDTV-UoOFFUWTSMtBMFHWpqFEQYLdLQ=w640-h365" width="640" /></a></div><br />The natel version of the plugin is limited to XY plots and others, but the ae3e version supports any chart in Plotly, which is huge. <div><br /></div><div>(Update 2023-01-07: It looks like there's a more current fork of the ae3e plugin by nLine, I suggest trying that one instead! https://grafana.com/grafana/plugins/nline-plotlyjs-panel/)<br /><p></p><p style="text-align: left;"><b>Note</b>: Plotly has been developed for a few different languages, including (most popularly?) Python and Javascript. The one Grafana/ae3e uses is <b>Javascript</b>, so be sure to add "Javascript" to your Plotly Google searches later on. </p><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>Using Plotly in Grafana</b></p><p style="text-align: left;">When you spin up a new Plotly visualization in Grafana, you have none of the GUI elements you're accustomed to configuring. You have a bunch of text fields where you write Javascript code. </p><p style="text-align: left;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjCSlLj2tVy2UoIJB88OX1q9Vldqfg-jhdkwogwSZ3VX1xv26SUHkKEYDCZlOeKTZOMarJ_ACXAcVXtNhk14GKnfuF0qG8iEKSUofDEr4Dgss30ACFRszZZni31dczA1Bo7dLW4kaTtv4UK01sMvo-SHU1hVIjZd_nze6ImP1dC_pYyxMPuK-y9mCo8hQ" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="1219" data-original-width="2149" height="365" src="https://blogger.googleusercontent.com/img/a/AVvXsEjCSlLj2tVy2UoIJB88OX1q9Vldqfg-jhdkwogwSZ3VX1xv26SUHkKEYDCZlOeKTZOMarJ_ACXAcVXtNhk14GKnfuF0qG8iEKSUofDEr4Dgss30ACFRszZZni31dczA1Bo7dLW4kaTtv4UK01sMvo-SHU1hVIjZd_nze6ImP1dC_pYyxMPuK-y9mCo8hQ=w640-h365" width="640" /></a></div><br />The <a href="https://github.com/ae3e/ae3e-plotly-panel">ae3e Github page</a> gives the most bare-bones configuration example but doesn't really break it down for dummies like me. From Github:<br /><br /><div style="background-color: #111217; color: #d4d4d4; font-family: Consolas, "Courier New", monospace; font-size: 14px; line-height: 19px; white-space: pre;"><pre style="background-color: var(--color-canvas-subtle); border-radius: 6px; box-sizing: border-box; color: #c9d1d9; font-family: ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace; font-size: 13.6px; line-height: 1.45; margin-bottom: 0px; margin-top: 0px; overflow-wrap: normal; overflow: auto; padding: 16px; word-break: normal;"><span class="pl-k" color="var(--color-prettylights-syntax-keyword)" style="box-sizing: border-box;">let</span> <span class="pl-s1" style="box-sizing: border-box;">x</span> <span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">=</span> <span class="pl-s1" style="box-sizing: border-box;">data</span><span class="pl-kos" style="box-sizing: border-box;">.</span><span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">series</span><span class="pl-kos" style="box-sizing: border-box;">[</span><span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">0</span><span class="pl-kos" style="box-sizing: border-box;">]</span><span class="pl-kos" style="box-sizing: border-box;">.</span><span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">fields</span><span class="pl-kos" style="box-sizing: border-box;">[</span><span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">0</span><span class="pl-kos" style="box-sizing: border-box;">]</span><span class="pl-kos" style="box-sizing: border-box;">.</span><span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">values</span><span class="pl-kos" style="box-sizing: border-box;">.</span><span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">buffer</span>
<span class="pl-k" color="var(--color-prettylights-syntax-keyword)" style="box-sizing: border-box;">let</span> <span class="pl-s1" style="box-sizing: border-box;">y</span> <span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">=</span> <span class="pl-s1" style="box-sizing: border-box;">data</span><span class="pl-kos" style="box-sizing: border-box;">.</span><span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">series</span><span class="pl-kos" style="box-sizing: border-box;">[</span><span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">0</span><span class="pl-kos" style="box-sizing: border-box;">]</span><span class="pl-kos" style="box-sizing: border-box;">.</span><span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">fields</span><span class="pl-kos" style="box-sizing: border-box;">[</span><span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">1</span><span class="pl-kos" style="box-sizing: border-box;">]</span><span class="pl-kos" style="box-sizing: border-box;">.</span><span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">values</span><span class="pl-kos" style="box-sizing: border-box;">.</span><span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">buffer</span>
<span class="pl-k" color="var(--color-prettylights-syntax-keyword)" style="box-sizing: border-box;">let</span> <span class="pl-s1" style="box-sizing: border-box;">serie</span> <span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">=</span> <span class="pl-kos" style="box-sizing: border-box;">{</span>
<span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">x</span> : <span class="pl-s1" style="box-sizing: border-box;">x</span><span class="pl-kos" style="box-sizing: border-box;">,</span>
<span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">y</span> : <span class="pl-s1" style="box-sizing: border-box;">y</span><span class="pl-kos" style="box-sizing: border-box;">,</span>
<span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">name</span> : <span class="pl-s1" style="box-sizing: border-box;">variables</span><span class="pl-kos" style="box-sizing: border-box;">.</span><span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">project</span> <span class="pl-c" color="var(--color-prettylights-syntax-comment)" style="box-sizing: border-box;">//where project is the name of a Grafana's variable </span>
<span class="pl-kos" style="box-sizing: border-box;">}</span>
<span class="pl-k" color="var(--color-prettylights-syntax-keyword)" style="box-sizing: border-box;">return</span> <span class="pl-kos" style="box-sizing: border-box;">{</span>
<span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">data</span> : <span class="pl-kos" style="box-sizing: border-box;">[</span><span class="pl-s1" style="box-sizing: border-box;">serie</span><span class="pl-kos" style="box-sizing: border-box;">]</span><span class="pl-kos" style="box-sizing: border-box;">,</span>
<span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">config</span> : <span class="pl-kos" style="box-sizing: border-box;">{</span>
<span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">displayModeBar</span>: <span class="pl-c1" color="var(--color-prettylights-syntax-constant)" style="box-sizing: border-box;">false</span>
<span class="pl-kos" style="box-sizing: border-box;">}</span>
<span class="pl-kos" style="box-sizing: border-box;">}</span></pre></div><p style="text-align: left;">What I would have loved to have spelled out for me is that <span class="pl-s1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">data</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">series</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">[</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">0</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">]</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">fields</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">[</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">0</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">]</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">values</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">buffer</span> is the first column of data in the first Grafana query, and <span class="pl-s1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">data</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">series</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">[</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">0</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">]</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">fields</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">[1</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">]</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">values</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">buffer</span> is the second column of data in the first query. </p><p style="text-align: left;">If you have multiple queries (as I do in the previous screenshot) those datasets and fields can be accessed sequentially: <span class="pl-s1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">data</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">series</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">[1</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">]</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">fields</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">[</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">0</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">]</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">values</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">buffer</span> would the <i>first </i>column of data in the <i>second </i>query, <span class="pl-s1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">data</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">series</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">[2</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">]</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">fields</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">[1</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">]</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">values</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">buffer</span> would be the <i>second </i>column of data in the <i>third </i>query, etc. </p><div><p></p><p style="text-align: left;">The simplest configuration for a Plotly graph, then, is to create a Grafana query that returns two variables from your data source, literally take the text from the code above and plop it in the "<b>Script</b>" box in the Grafana Plotly plugin. </p><p style="text-align: left;">Another good resource with examples on Plotly and Grafana is <a href="https://stackoverflow.com/questions/56519119/scatter-plots-in-grafana">this stackoverflow post</a>.</p><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>Creating polar charts with dates on the angular axis </b></p><p style="text-align: left;">The main challenge to recreating Edgardo's great visualization is Grafana currently <a href="https://github.com/plotly/plotly.js/issues/4379">does not support dates on the polar angular axis</a>, despite some <a href="https://plotly.com/javascript/reference/scatterpolar/#scatterpolar-marker-colorbar-dtick">clues in the documentation</a> that it does.<br /></p><p style="text-align: left;">The first step, then, is converting the timestamp in your source data to degrees (i.e. between 0 and 360). </p><p style="text-align: left;">My source data is aggregated daily, so here's how I'm doing it in Grafana: taking the timestamp, extracting the day of year (0 to 365), and multiplying by 360 degrees per 365 days to get a "day of year" in degrees. </p><div style="background-color: #111217; color: #d4d4d4; font-family: Consolas, "Courier New", monospace; font-size: 14px; line-height: 19px; white-space: pre;"><div> <span style="color: lightslategrey;">|></span> map<span style="color: gainsboro;">(</span>fn: <span style="color: gainsboro;">(</span>r<span style="color: gainsboro;">)</span> <span style="color: lightslategrey;">=></span> <span style="color: gainsboro;">(</span>{ r <span style="color: #569cd6;">with</span> day_of_year: <span style="color: #569cd6;">float</span><span style="color: gainsboro;">(</span>v: <span style="color: #569cd6;">date</span><span style="color: gainsboro;">.</span>yearDay<span style="color: gainsboro;">(</span>t: r<span style="color: gainsboro;">.</span>_time<span style="color: gainsboro;">))</span> <span style="color: lightslategrey;">*</span> <span style="color: #b5cea8;">360.0</span> <span style="color: lightslategrey;">/</span> <span style="color: #b5cea8;">365.0</span>}<span style="color: gainsboro;">))</span> </div><div></div></div><p style="text-align: left;">Yes, I know: there's a leap year edge case I'm not accounting for - but I have until 2024 to solve that. </p><p style="text-align: left;">The data stream looks like this (I strip out :</p><p style="text-align: left;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgpcI8u2hI4g3DZ0A0JsMapIIWOjdy1AyiIXYj0qry3FvPJsIqX_m5ckwV6IGocgu7UG9b5CACed4mjYfJOVmRk0fQHZZ28xBFKpMh2FXyvyyBGSADHsZ6CvLZTopjYmju2VgDijJzNPDLE4xw6GNtC-6hkeovDVbT_FagLiJo9hGnAuNLvdsTUbIGFew" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="549" data-original-width="1669" height="210" src="https://blogger.googleusercontent.com/img/a/AVvXsEgpcI8u2hI4g3DZ0A0JsMapIIWOjdy1AyiIXYj0qry3FvPJsIqX_m5ckwV6IGocgu7UG9b5CACed4mjYfJOVmRk0fQHZZ28xBFKpMh2FXyvyyBGSADHsZ6CvLZTopjYmju2VgDijJzNPDLE4xw6GNtC-6hkeovDVbT_FagLiJo9hGnAuNLvdsTUbIGFew=w640-h210" width="640" /></a></div><br /><p></p><p style="text-align: left;">The next step is configuring the scatterpolar chart layout. Here's the code I've got in the "<b>Layout</b>" pane of the Grafana Plotly interface, with some notes following:</p><div style="background-color: #111217; color: #d4d4d4; font-family: Consolas, "Courier New", monospace; font-size: 14px; line-height: 19px; white-space: pre;"><div style="line-height: 19px;"><div><span style="color: gainsboro;">{</span></div><div> <span style="color: #9cdcfe;">"legend"</span><span style="color: gainsboro;">:</span> <span style="color: gainsboro;">{</span></div><div> <span style="color: #9cdcfe;">"font"</span><span style="color: gainsboro;">:</span> <span style="color: gainsboro;">{</span></div><div> <span style="color: #9cdcfe;">"color"</span><span style="color: gainsboro;">:</span> <span style="color: #ce9178;">"#aaa"</span></div><div> <span style="color: gainsboro;">}</span></div><div> <span style="color: gainsboro;">},</span></div><div> <span style="color: #9cdcfe;">"paper_bgcolor"</span><span style="color: gainsboro;">:</span> <span style="color: #ce9178;">"rgba(0,0,0,0)"</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #9cdcfe;">"polar"</span><span style="color: gainsboro;">:</span> <span style="color: gainsboro;">{</span></div><div> <span style="color: #9cdcfe;">"angularaxis"</span><span style="color: gainsboro;">:</span> <span style="color: gainsboro;">{</span></div><div> <span style="color: #9cdcfe;">"color"</span><span style="color: gainsboro;">:</span> <span style="color: #ce9178;">"#aaa"</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #9cdcfe;">"rotation"</span><span style="color: gainsboro;">:</span> <span style="color: #b5cea8;">0</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #9cdcfe;">"tickmode"</span><span style="color: gainsboro;">:</span> <span style="color: #ce9178;">"array"</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #9cdcfe;">"ticktext"</span><span style="color: gainsboro;">:</span> <span style="color: gainsboro;">[</span></div><div> <span style="color: #ce9178;">"Jan"</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #ce9178;">"Feb"</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #ce9178;">"Mar"</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #ce9178;">"Apr"</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #ce9178;">"May"</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #ce9178;">"Jun"</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #ce9178;">"Jul"</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #ce9178;">"Aug"</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #ce9178;">"Sep"</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #ce9178;">"Oct"</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #ce9178;">"Nov"</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #ce9178;">"Dec"</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #ce9178;">""</span></div><div> <span style="color: gainsboro;">],</span></div><div> <span style="color: #9cdcfe;">"tickvals"</span><span style="color: gainsboro;">:</span> <span style="color: gainsboro;">[</span></div><div> <span style="color: #b5cea8;">0</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #b5cea8;">30.57534247</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #b5cea8;">58.1917808219178</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #b5cea8;">88.76712329</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #b5cea8;">118.3561644</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #b5cea8;">148.9315068</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #b5cea8;">178.5205479</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #b5cea8;">209.0958904</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #b5cea8;">239.6712329</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #b5cea8;">269.260274</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #b5cea8;">299.8356164</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #b5cea8;">329.4246575</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #b5cea8;">360</span></div><div> <span style="color: gainsboro;">],</span></div><div> <span style="color: #9cdcfe;">"type"</span><span style="color: gainsboro;">:</span> <span style="color: #ce9178;">"linear"</span></div><div> <span style="color: gainsboro;">},</span></div><div> <span style="color: #9cdcfe;">"bgcolor"</span><span style="color: gainsboro;">:</span> <span style="color: #ce9178;">"rgba(0, 0, 0, 0)"</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #9cdcfe;">"radialaxis"</span><span style="color: gainsboro;">:</span> <span style="color: gainsboro;">{</span></div><div> <span style="color: #9cdcfe;">"angle"</span><span style="color: gainsboro;">:</span> <span style="color: #b5cea8;">0</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #9cdcfe;">"autorange"</span><span style="color: gainsboro;">:</span> <span style="color: #ce9178;">true</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #9cdcfe;">"color"</span><span style="color: gainsboro;">:</span> <span style="color: #ce9178;">"#aaa"</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #9cdcfe;">"range"</span><span style="color: gainsboro;">:</span> <span style="color: gainsboro;">[</span></div><div> <span style="color: #b5cea8;">0</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #b5cea8;">39.312</span></div><div> <span style="color: gainsboro;">],</span></div><div> <span style="color: #9cdcfe;">"type"</span><span style="color: gainsboro;">:</span> <span style="color: #ce9178;">"linear"</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #9cdcfe;">"visible"</span><span style="color: gainsboro;">:</span> <span style="color: #ce9178;">true</span></div><div> <span style="color: gainsboro;">}</span></div><div> <span style="color: gainsboro;">},</span></div><div> <span style="color: #9cdcfe;">"showlegend"</span><span style="color: gainsboro;">:</span> <span style="color: #ce9178;">true</span><span style="color: gainsboro;">,</span></div><div> <span style="color: #9cdcfe;">"title"</span><span style="color: gainsboro;">:</span> <span style="color: gainsboro;">{</span></div><div> <span style="color: #9cdcfe;">"font"</span><span style="color: gainsboro;">:</span> <span style="color: gainsboro;">{</span></div><div> <span style="color: #9cdcfe;">"color"</span><span style="color: gainsboro;">:</span> <span style="color: #ce9178;">"#aaa"</span></div><div> <span style="color: gainsboro;">},</span></div><div> <span style="color: #9cdcfe;">"text"</span><span style="color: gainsboro;">:</span> <span style="color: #ce9178;">"SK Electricity Radar Chart (Daily GWh)<br><span style=\"font-size: 14px;\">Radial axis: daily GWh of production; common scale</span>"</span></div><div> <span style="color: gainsboro;">}</span></div><div><span style="color: gainsboro;">}</span></div></div></div><p style="text-align: left;">Notes on the above:</p><p style="text-align: left;"></p><ul style="text-align: left;"><li>This is a variant on a solution from <a href="https://stackoverflow.com/questions/69106173/plotly-polar-bar-plot-setting-custom-theta-unit">this stackoverflow post</a>, essentially just describing an array of strings and their positions on the circle. <b>tickmode</b>, <b>ticktext</b>, and <b>tickvals</b> are the key parameters.</li><li>Depending on how you want the datetime labels positioned (e.g. if you wanted "Jan" at the centre of the time window and an empty tick denoting the start and end, like Edgardo's version, you could expand those arrays as needed. Here's how I arrived at these numbers. <br /><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgBhupAVbBpKaXq0zO-18A01ZdyGj7g6FBHR8XEaEQmS3UvMdQBEKZEeNS9JdOti5_VBaiW2i8Kgv7Qix4Cu39dJjEQyWF0XS5dQ0-7WB_5mZ-uDk6h39D7cZD9-MKxAXwBVlzKJXC32VxsMHw2JvA04RLGXY1Fe6rNIusjWkCbhuTV8tiH500TqRp0KQ" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="458" data-original-width="768" height="191" src="https://blogger.googleusercontent.com/img/a/AVvXsEgBhupAVbBpKaXq0zO-18A01ZdyGj7g6FBHR8XEaEQmS3UvMdQBEKZEeNS9JdOti5_VBaiW2i8Kgv7Qix4Cu39dJjEQyWF0XS5dQ0-7WB_5mZ-uDk6h39D7cZD9-MKxAXwBVlzKJXC32VxsMHw2JvA04RLGXY1Fe6rNIusjWkCbhuTV8tiH500TqRp0KQ" width="320" /></a></div></li><li>Be sure to scale the radialaxis appropriately for your data, or as shown above, use autorange=true. </li></ul><p style="text-align: left;">Here's how the <b>Script </b>portion of the Grafana Plotly panel is configured: </p><div style="background-color: #111217; font-family: Consolas, "Courier New", monospace; font-size: 14px; line-height: 19px; white-space: pre;"><div><span style="color: white;">console.log(data)</span></div><div style="color: #d4d4d4;"><div style="line-height: 19px;"><div><span style="color: #569cd6;">var</span> trace <span style="color: gainsboro;">=</span> <span style="color: gainsboro;">{</span></div><div> name<span style="color: gainsboro;">:</span> <span style="color: #ce9178;">'Coal'</span><span style="color: gainsboro;">,</span></div><div> line<span style="color: gainsboro;">:</span> <span style="color: gainsboro;">{</span></div><div> color<span style="color: gainsboro;">:</span> <span style="color: #ce9178;">"#825631"</span><span style="color: gainsboro;">,</span></div><div> width<span style="color: gainsboro;">:</span> <span style="color: #b5cea8;">1.5</span></div><div> <span style="color: gainsboro;">},</span></div><div> r<span style="color: gainsboro;">:</span> data<span style="color: gainsboro;">.</span>series<span style="color: gainsboro;">[</span><span style="color: #b5cea8;">0</span><span style="color: gainsboro;">].</span>fields<span style="color: gainsboro;">[</span><span style="color: #b5cea8;">2</span><span style="color: gainsboro;">].</span>values<span style="color: gainsboro;">.</span>buffer<span style="color: gainsboro;">,</span></div><div> theta<span style="color: gainsboro;">:</span> data<span style="color: gainsboro;">.</span>series<span style="color: gainsboro;">[</span><span style="color: #b5cea8;">0</span><span style="color: gainsboro;">].</span>fields<span style="color: gainsboro;">[</span><span style="color: #b5cea8;">1</span><span style="color: gainsboro;">].</span>values<span style="color: gainsboro;">.</span>buffer<span style="color: gainsboro;">,</span></div><div> type<span style="color: gainsboro;">:</span> <span style="color: #ce9178;">'scatterpolar'</span><span style="color: gainsboro;">,</span></div><div> fill<span style="color: gainsboro;">:</span> <span style="color: #ce9178;">'toself'</span><span style="color: gainsboro;">,</span></div><div> fillcolor<span style="color: gainsboro;">:</span> <span style="color: #ce9178;">'rgba(130,86,49,0.2)'</span></div><div><span style="color: gainsboro;">};</span></div></div></div><span style="color: #d4d4d4;"><br /></span><div><span style="color: #569cd6;">//trace2 through 6 config omitted</span></div><span style="color: #d4d4d4;"><br /></span><div style="color: #d4d4d4;">data <span style="color: gainsboro;">=</span> <span style="color: gainsboro;">[</span>trace<span style="color: gainsboro;">,</span>trace2<span style="color: gainsboro;">,</span>trace3<span style="color: gainsboro;">,</span>trace4<span style="color: gainsboro;">,</span>trace5<span style="color: gainsboro;">,</span>trace6<span style="color: gainsboro;">];</span></div><span style="color: #d4d4d4;"><br /></span><div style="color: #d4d4d4;">layout <span style="color: gainsboro;">=</span> <span style="color: gainsboro;">{</span></div><div style="color: #d4d4d4;"> title<span style="color: gainsboro;">:</span><span style="color: #ce9178;">'Title<br><span style="font-size: 14px;">Subtitle</span>'</span></div><div style="color: #d4d4d4;"><span style="color: gainsboro;">}</span></div><span style="color: #d4d4d4;"><br /></span><div style="color: #d4d4d4;"><span style="color: #569cd6;">return</span> <span style="color: gainsboro;">{</span>data<span style="color: gainsboro;">,</span>layout<span style="color: gainsboro;">};</span></div></div><p style="text-align: left;"></p><p style="text-align: left;">And that's it! Putting it all together, we get a visualization like this: </p><p style="text-align: left;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgKxbscMUjVxMtuJHBwXm2MfUJMHHAqd6bG-c2ehDorN3B3BWN7ibgFg3xx0UQLnno-Fuh8H7Z2oi38IGswAIcm7b0fVFHTRL1C8PluF6l7Dw0aBh5gw57wJm74uy1LF7FnuinSo1NE8StSxX6KbnZX-YXq98fWE32tGO3zZWgPG1Iyc5Jl5rNETfxItQ" style="margin-left: 1em; margin-right: 1em;"></a><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgKxbscMUjVxMtuJHBwXm2MfUJMHHAqd6bG-c2ehDorN3B3BWN7ibgFg3xx0UQLnno-Fuh8H7Z2oi38IGswAIcm7b0fVFHTRL1C8PluF6l7Dw0aBh5gw57wJm74uy1LF7FnuinSo1NE8StSxX6KbnZX-YXq98fWE32tGO3zZWgPG1Iyc5Jl5rNETfxItQ" style="margin-left: 1em; margin-right: 1em;"></a><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjwKytn3YW-kMY431yQV73uQJTC3oyhqP4tHiAt5MQzLD56brwvSxifcCBZ_OULsKPqdRfs7SDwewsIzv1JeOetex_gLvAk53eHEg2ltxTpoTPcn3wU16VbyKmjGfREAOGe2mVEGICLTDZkdCEcOMIPPjH-5YkdNsNfiKoFhwCSSAZWRNdWTByTUAZO2w" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="619" data-original-width="632" height="627" src="https://blogger.googleusercontent.com/img/a/AVvXsEjwKytn3YW-kMY431yQV73uQJTC3oyhqP4tHiAt5MQzLD56brwvSxifcCBZ_OULsKPqdRfs7SDwewsIzv1JeOetex_gLvAk53eHEg2ltxTpoTPcn3wU16VbyKmjGfREAOGe2mVEGICLTDZkdCEcOMIPPjH-5YkdNsNfiKoFhwCSSAZWRNdWTByTUAZO2w=w640-h627" width="640" /></a></div></div><br />I built a second query to visualize all energy sources on the same unitless scale, where 1 is the scaled maximum of each individual energy source in the time span:<p></p><p style="text-align: left;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgl_sVaqDr6PiTg6ZiQzWkA3ngu54u2r5A5EN-exvDMwaiK0amgocii7HDVbGNgW55kDfXKiRK-E9COOpMrdfLWfqmhpMnF6RB2FX28RXo4mOOgK4oYn--XV5JGAODxzoNZC2AIznYxQAkbet6BC3NhTx_T3jFjI6Hw2UmLTXlwwiyIzJM682WWes0_wg" style="margin-left: 1em; margin-right: 1em;"></a><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgl_sVaqDr6PiTg6ZiQzWkA3ngu54u2r5A5EN-exvDMwaiK0amgocii7HDVbGNgW55kDfXKiRK-E9COOpMrdfLWfqmhpMnF6RB2FX28RXo4mOOgK4oYn--XV5JGAODxzoNZC2AIznYxQAkbet6BC3NhTx_T3jFjI6Hw2UmLTXlwwiyIzJM682WWes0_wg" style="margin-left: 1em; margin-right: 1em;"></a><a href="https://blogger.googleusercontent.com/img/a/AVvXsEg7-NSqipv0UrgRX7tOWg2ED2dWZfNF7IZR56Y4iQVZKnUIg0xpAeLhQAoLLrPCvAsF3kyIXonaG-I41EKlZnw2wyu7kSgXi4-Nd0x7fb5SmX8PHQyuO5YcfiHZCsKIlVsDHiYKBpCws-QbPUPlIzV56nczOrTnSLnjk099NdFCSGn6ylzFSqAmdHXA5w" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="630" data-original-width="632" height="637" src="https://blogger.googleusercontent.com/img/a/AVvXsEg7-NSqipv0UrgRX7tOWg2ED2dWZfNF7IZR56Y4iQVZKnUIg0xpAeLhQAoLLrPCvAsF3kyIXonaG-I41EKlZnw2wyu7kSgXi4-Nd0x7fb5SmX8PHQyuO5YcfiHZCsKIlVsDHiYKBpCws-QbPUPlIzV56nczOrTnSLnjk099NdFCSGn6ylzFSqAmdHXA5w=w640-h637" width="640" /></a></div></div><br />One of the nice features of the Grafana Plotly plugin is you can disable traces easily, as I've done on this chart to just compare natural gas and wind "peakiness". </div><p style="text-align: left;"><b>Bonus: influxdb2 query to ensure fill:toself works</b></p><p style="text-align: left;">If you're using influxdb2 to pull data, here's an example query from the scalar/unitless polar chart - it's a bit more complex.</p><p style="text-align: left;">Table <b>t1</b> is a manually-built array consisting of two elements: a zero at 0 degrees, and a zero at 360 degrees. These will ensure that the fill:toself function works on the line markers for a transparent fill. </p><p style="text-align: left;">maxValue is a pre-query to get the largest value in the time range for scaling, </p><div style="background-color: #111217; color: #d4d4d4; font-family: Consolas, "Courier New", monospace; font-size: 14px; line-height: 19px; white-space: pre;"><div>import "date"</div><div>import "experimental/array"</div><br /><div>t1 <span style="color: lightslategrey;">=</span> array<span style="color: gainsboro;">.</span><span style="color: #569cd6;">from</span><span style="color: gainsboro;">(</span><span style="color: #569cd6;">rows</span>: [{_field: "coal_MW_by_type", day_of_year: 0.0, GWh: 0.0},{_field: "coal_MW_by_type", day_of_year: 360.0, GWh: 0.0}]<span style="color: gainsboro;">)</span></div><div> <span style="color: lightslategrey;">|></span> <span style="color: #569cd6;">group</span><span style="color: gainsboro;">()</span></div><br /><div><span style="color: lightslategrey;">//</span> Define a helper <span style="color: #569cd6;">function</span> <span style="color: #569cd6;">to</span> <span style="color: #569cd6;">extract</span> field <span style="color: #569cd6;">values</span></div><div>getFieldValue <span style="color: lightslategrey;">=</span> <span style="color: gainsboro;">(</span>tables<span style="color: lightslategrey;">=<-</span><span style="color: gainsboro;">,</span> field<span style="color: gainsboro;">)</span> <span style="color: lightslategrey;">=></span> {</div><div> <span style="color: #569cd6;">extract</span> <span style="color: lightslategrey;">=</span> tables</div><div> <span style="color: lightslategrey;">|></span> findColumn<span style="color: gainsboro;">(</span>fn: <span style="color: gainsboro;">(</span><span style="color: #569cd6;">key</span><span style="color: gainsboro;">)</span> <span style="color: lightslategrey;">=></span> <span style="color: #569cd6;">key</span><span style="color: gainsboro;">.</span>_field <span style="color: lightslategrey;">==</span> field<span style="color: gainsboro;">,</span> <span style="color: #569cd6;">column</span>: "_value"<span style="color: gainsboro;">)</span></div><br /><div> <span style="color: #569cd6;">return</span> <span style="color: #569cd6;">extract</span>[0]</div><div>}</div><br /><div>maxValue <span style="color: lightslategrey;">=</span> <span style="color: #569cd6;">from</span><span style="color: gainsboro;">(</span>bucket: "saskpower"<span style="color: gainsboro;">)</span></div><div> <span style="color: lightslategrey;">|></span> <span style="color: #569cd6;">range</span><span style="color: gainsboro;">(</span>start: v<span style="color: gainsboro;">.</span>timeRangeStart<span style="color: gainsboro;">,</span> stop: v<span style="color: gainsboro;">.</span>timeRangeStop<span style="color: gainsboro;">)</span></div><div> <span style="color: lightslategrey;">|></span> <span style="color: #569cd6;">filter</span><span style="color: gainsboro;">(</span>fn: <span style="color: gainsboro;">(</span>r<span style="color: gainsboro;">)</span> <span style="color: lightslategrey;">=></span> r["_measurement"] <span style="color: lightslategrey;">==</span> "saskpower_daily"<span style="color: gainsboro;">)</span></div><div> <span style="color: lightslategrey;">|></span> <span style="color: #569cd6;">filter</span><span style="color: gainsboro;">(</span>fn: <span style="color: gainsboro;">(</span>r<span style="color: gainsboro;">)</span> <span style="color: lightslategrey;">=></span> r["_field"] <span style="color: lightslategrey;">==</span> "coal_MW_by_type" <span style="color: gainsboro;">)</span></div><div> <span style="color: lightslategrey;">|></span> <span style="color: magenta;">max</span><span style="color: gainsboro;">()</span></div><div> <span style="color: lightslategrey;">|></span> getFieldValue<span style="color: gainsboro;">(</span>field: "coal_MW_by_type"<span style="color: gainsboro;">)</span></div><br /><br /><div>t2 <span style="color: lightslategrey;">=</span> <span style="color: #569cd6;">from</span><span style="color: gainsboro;">(</span>bucket: "saskpower"<span style="color: gainsboro;">)</span></div><div> <span style="color: lightslategrey;">|></span> <span style="color: #569cd6;">range</span><span style="color: gainsboro;">(</span>start: v<span style="color: gainsboro;">.</span>timeRangeStart<span style="color: gainsboro;">,</span> stop: v<span style="color: gainsboro;">.</span>timeRangeStop<span style="color: gainsboro;">)</span></div><div> <span style="color: lightslategrey;">|></span> <span style="color: #569cd6;">filter</span><span style="color: gainsboro;">(</span>fn: <span style="color: gainsboro;">(</span>r<span style="color: gainsboro;">)</span> <span style="color: lightslategrey;">=></span> r["_measurement"] <span style="color: lightslategrey;">==</span> "saskpower_daily"<span style="color: gainsboro;">)</span></div><div> <span style="color: lightslategrey;">|></span> <span style="color: #569cd6;">filter</span><span style="color: gainsboro;">(</span>fn: <span style="color: gainsboro;">(</span>r<span style="color: gainsboro;">)</span> <span style="color: lightslategrey;">=></span> r["_field"] <span style="color: lightslategrey;">==</span> "coal_MW_by_type" <span style="color: gainsboro;">)</span></div><div> <span style="color: lightslategrey;">|></span> hourSelection<span style="color: gainsboro;">(</span>start:<span style="color: #b5cea8;">6</span><span style="color: gainsboro;">,</span>stop:<span style="color: #b5cea8;">23</span><span style="color: gainsboro;">)</span> </div><div> <span style="color: lightslategrey;">|></span> truncateTimeColumn<span style="color: gainsboro;">(</span>unit: <span style="color: #b5cea8;">1</span>d<span style="color: gainsboro;">)</span></div><div> <span style="color: lightslategrey;">|></span> timeShift<span style="color: gainsboro;">(</span>duration: <span style="color: lightslategrey;">-</span><span style="color: #b5cea8;">18</span>h<span style="color: gainsboro;">)</span></div><div> <span style="color: lightslategrey;">|></span> <span style="color: #569cd6;">unique</span><span style="color: gainsboro;">(</span><span style="color: #569cd6;">column</span>:"_time"<span style="color: gainsboro;">)</span></div><div> <span style="color: lightslategrey;">|></span> map<span style="color: gainsboro;">(</span>fn: <span style="color: gainsboro;">(</span>r<span style="color: gainsboro;">)</span> <span style="color: lightslategrey;">=></span> <span style="color: gainsboro;">(</span>{r <span style="color: #569cd6;">with</span> _value: r<span style="color: gainsboro;">.</span>_value <span style="color: lightslategrey;">/</span> maxValue }<span style="color: gainsboro;">))</span></div><div> <span style="color: lightslategrey;">|></span> map<span style="color: gainsboro;">(</span>fn: <span style="color: gainsboro;">(</span>r<span style="color: gainsboro;">)</span> <span style="color: lightslategrey;">=></span> <span style="color: gainsboro;">(</span>{ r <span style="color: #569cd6;">with</span> day_of_year: <span style="color: #569cd6;">float</span><span style="color: gainsboro;">(</span>v: <span style="color: #569cd6;">date</span><span style="color: gainsboro;">.</span>yearDay<span style="color: gainsboro;">(</span>t: r<span style="color: gainsboro;">.</span>_time<span style="color: gainsboro;">))</span> <span style="color: lightslategrey;">*</span> <span style="color: #b5cea8;">360.0</span> <span style="color: lightslategrey;">/</span> <span style="color: #b5cea8;">365.0</span>}<span style="color: gainsboro;">))</span> </div><div> <span style="color: lightslategrey;">|></span> <span style="color: #569cd6;">drop</span><span style="color: gainsboro;">(</span>columns: ["_measurement", "_start","_stop","_time"]<span style="color: gainsboro;">)</span> </div><div> <span style="color: lightslategrey;">|></span> <span style="color: #569cd6;">rename</span><span style="color: gainsboro;">(</span>columns: {_value: "GWh"}<span style="color: gainsboro;">)</span></div><div> <span style="color: lightslategrey;">|></span> <span style="color: #569cd6;">group</span><span style="color: gainsboro;">()</span></div><br /><div><span style="color: lightslategrey;">union</span><span style="color: gainsboro;">(</span>tables: [t1, t2]<span style="color: gainsboro;">)</span></div><div> <span style="color: lightslategrey;">|></span> sort<span style="color: gainsboro;">(</span>columns: ["day_of_year"]<span style="color: gainsboro;">,</span> <span style="color: #569cd6;">desc</span>: <span style="color: #569cd6;">false</span><span style="color: gainsboro;">)</span> </div></div><div><p></p><div><br /></div><p></p><p style="text-align: left;"><b>Downsides of my approach </b></p><p style="text-align: left;"></p><ul style="text-align: left;"><li>I'm probably under-utilizing smart Javascript programming to do some smarter things. </li><ul><li>For example, hard-coding the date/time scaling instead of figuring out a clever way to generate it dynamically from the Grafana time range parameters. Please leave a comment if you figure this out! </li></ul><li>When a user mouses over the chart, they see decimal "days", e.g. "308.7123". So it's not a great way to zero in on individual data points, but that's not really the intent. </li><li>There is probably a better way to include larger datasets than the six manual queries in my example - in fact, I see the solution now (just having more columns and naming different the <span class="pl-s1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">data</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">series</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">[</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">0</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">]</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">fields</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">[n</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">]</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">values</span><span class="pl-kos" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">.</span><span class="pl-c1" face="ui-monospace, SFMono-Regular, "SF Mono", Menlo, Consolas, "Liberation Mono", monospace" style="box-sizing: border-box; font-size: 13.6px;">buffer</span> <b><i>fields </i></b>in this string - perhaps harder to keep track of, though).</li></ul><p></p><p style="text-align: left;">Hopefully these clues help save someone else the hours of trial-and-error config I spent trying to get a polar chart with dates on the angular axis working! </p><p style="text-align: left;"><b><a href="https://skelectricity.info/d/9WOsIDdVz/polar-plots?orgId=1">These charts are now live</a>.</b></p><p style="text-align: left;">My next energy post should be back on-topic to energy, nuclear, and Saskatchewan! </p><p style="text-align: left;">Updated 2022-12-22 for dark theme, fill, and including influxdb2 query.</p><p></p><p></p></div></div>Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com3tag:blogger.com,1999:blog-6835776463130464454.post-59498910400391358782022-09-06T19:18:00.004-06:002022-11-23T10:33:26.918-06:00Can Saskatchewan afford "expensive" nuclear projects? <p>It's well-known that nuclear energy is expensive... or is it? What will it cost the people of Saskatchewan to build one, two, three, or four Small Modular Reactors (SMRs)?</p><p>This post compares actual and projected capital/project costs between four past, present, and future energy projects:</p><p></p><ul style="text-align: left;"><li>GE-Hitachi's <b>BWRX-300 SMR</b>. A not-yet-confirmed but potentially-on-the-table future project. Check out <a href="https://blog.brahm.ca/2022/08/ge-brwx-300-in-saskatchewan.html" target="_blank">my past blog post for a deep-dive</a> on these SMRs. </li><li><b>Boundary Dam Unit #3</b> Carbon Capture & Storage (CCS). This an existing, coal-fired station near Estevan that captures 90% of the CO2 generated by Unit #3. </li><li><b>Great Plains Power Station</b>. This is a natural gas-fired station under construction near Moose Jaw, to be completed around 2024-25. </li><li>Potentia Renewables' <b>Golden South Wind Facility</b>. It was recently commissioned near Assiniboia. </li></ul><p style="text-align: left;">To evaluate the "<b>bang for buck</b>" for the people of Saskatchewan, we will dig into: </p><p style="text-align: left;"></p><ul style="text-align: left;"><li>Power generation capacity (typically in Megawatts; MW),</li><li>Design life of asset (in years),</li><li>Capacity factor, or utilization (in percent) of the asset, and finally</li><li>Capital/project cost</li></ul><p style="text-align: left;">This post focuses purely on capital/project/construction costs as a) these are typically the numbers presented in popular media and b) SaskPower does not publish granular information to discern per-plant operating costs. </p><p style="text-align: left;">We'll also do a quick aside and look at volumes of fuel consumption by power plant type. </p><p style="text-align: left;">Sources and raw data are linked at the bottom of this post. </p><p style="text-align: left;"><b>If you only look at one chart in this post, jump to the end! </b></p><p style="text-align: left;"><br /></p><p style="text-align: left;">Let's start with the power generation capacity of each asset. </p><p style="text-align: left;"><img height="397" 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" width="640" /></p><p style="text-align: left;">Recall that power is the <i>rate </i>of producing or consuming energy; a 360 MW natural gas power plant can <i>produce</i> as much power as 3.6 million 100-Watt light bulbs <i>consume</i>. </p><p style="text-align: left;">Power generation capacity is deceptive when talking about intermittent sources: capacity is the <i>maximum </i>theoretical output of a plant under ideal conditions. To understand the total quantity of energy we can expect a power-generating asset can actually produce, we look at the capacity factor, also called utilization. </p><p style="text-align: left;"><img height="397" 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" width="640" /></p><p style="text-align: left;">Capacity factor/utilization: out of all the time in a year, the asset is utilized "this much" of the time. </p><p style="text-align: left;">"Base load" assets run at very high utilization to provide reliable, stable, 24/7 power to the grid. Even base load assets do not run at 100% utilization as they require periodic planned maintenance. </p><p style="text-align: left;">SaskPower currently runs their coal assets at fairly high utilization (78% in 2021-22). If I'm reading SaskPower's numbers correctly, Boundary Dam Unit #3 CCS runs at even higher utilization, but has had previous reliability issues that lower utilization dramatically. </p><p style="text-align: left;">It's likely that the first SMR would be run at the highest possible utilization in place of former coal assets. GE-Hitachi estimates the BWRX-300 will be capable of 95-96% utilization. </p><p style="text-align: left;">SaskPower's natural gas assets run around 58% utilization (last 5-6 years average). This is a feature, not a bug: it is easy to ramp natural gas up and down to "load follow" and match the instantaneous demand from homes, industry, and intermittent renewables. Natural gas is capable of running at very high utilization rates and in fact, I showed in my <a href="https://blog.brahm.ca/2022/08/path-to-2030.html" target="_blank">Path To 2030 post</a> how increased gas utilization is likely in the coming decade. </p><p style="text-align: left;">Wind turbines are the most constrained. They generate power when the wind is blowing, and don't hit peak power generating capacity in lighter winds. Like all assets, wind turbines have periodic maintenance outages, but they can also be taken offline in periods of extreme cold weather. The 37% capacity factor I use here is confirmed from SaskPower's historical operating data and validated by another wind industry publication as typical for Saskatchewan wind assets. </p><p style="text-align: left;">Another important factor in evaluating "bang for buck" is the design life of an asset:</p><p style="text-align: left;"><img height="394" 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" width="640" /></p><p style="text-align: left;">Nuclear power plants are designed and built for the long haul. The BWRX-300 should last 60 years and I suspect it will be able to be refurbished after that. Nuclear power plants are the cast iron pans of electricity: reliable and inter-generational. </p><p style="text-align: left;">Boundary Dam Unit #3 CCS was designed for a 30-year lifespan. Great Plans Power Station and Golden South Wind Facility are both designed for 25 years. Of course, these assets may be refurbish-able too.</p><p style="text-align: left;">The final variable we need to look at to calculate "bang for buck" is, of course, the bucks! </p><p style="text-align: left;"><img height="397" 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" width="640" /></p><p style="text-align: left;">Ah-ha! Wind is cheapest! Gotcha, intermittent renewables win! </p><p style="text-align: left;">Just hang on for another minute. </p><p style="text-align: left;">I've left many smaller sources of error in my spreadsheet, but I want to highlight some bigger ones: </p><p style="text-align: left;"></p><ul style="text-align: left;"><li>The BWRX-300 is a "design-to-cost" project, meaning GE-Hitachi picked a cost ($1B USD for the first-of-a-kind, ~$700M USD for the next-of-a-kind) and will aim to deliver on it. However, I do not think the $700M USD I used in this estimate would include other costs incurred by SaskPower: compliance, licensing, permitting, decommissioning costs, and whatever else gets rolled into our "first nuclear" project. Therefore, my <b><i>intuition</i></b> is that SMR construction costs could be 2-3x <i>higher</i> than shown here, or even more. Hopefully I'm wrong - we'll see! It will be a few years before cost estimates are available. <br /><br /></li><li>As a first-of-a-kind design, the Boundary Dam Unit #3 CCS unit was VERY expensive. If we built more carbon capture-and-storage, subsequent units would likely be (much) less expensive. However, more units are not currently on the roadmap. <br /><br /></li><li>The costs for Golden South Wind Facility are based on a quote about what the "developer invested." I'm unclear on what costs (if any) SaskPower incurred connecting the wind facility to the grid. A greater source of project cost error would be the impact of any federal/provincial subsidies that artificially lower the cost of building wind assets. </li></ul><p style="text-align: left;"><b>Quick sidebar</b>: I wanted to visualize the <i>mass</i> of fuel consumption for these power-generating assets. On the chart below, the BWRX-300's fuel is invisible because of the crazy-high energy density of nuclear fuel. Instead of a train's worth of coal <i>every day</i>, an SMR will consume something like a semi truck shipment's worth of fuel <i>every two years</i>.</p><p></p><p style="text-align: left;"><img height="394" src="data:image/png;base64,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" width="640" /></p><p style="text-align: left;"><b><br /></b></p><p style="text-align: left;"><b>Drumroll, please</b>! Let's calculate which power generation asset is the best bang-for-buck for ratepayers in Saskatchewan. </p><p style="text-align: left;">First, let's talk about a <b>flawed</b> way to talk about the value of dispatchable vs. intermittent energy sources: capital cost per MW. This is easily calculated by taking the total capital project dollars of the project and dividing it by the MW of generation capacity: </p><p style="text-align: left;"><img height="397" 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" width="640" /></p><p style="text-align: left;">This graph appears to tell two stories. One, that Boundary Dam was very expensive, and two, that Golden South Wind Facility is very cheap. Both of things are <i>mostly </i>true, but it's hard to fairly compare intermittent power against dispatchable power on a MW (or cost per MW) basis, since we can't control <i>when </i>we get the Megawatts. </p><p style="text-align: left;">Capital cost per MW is a useful comparison when we're in control of <b><i>when</i></b> we get the Megawatts. </p><p style="text-align: left;">If we're <i>not </i>in control of when we get the Megawatts - we've put something uncontrollable on the grid - we have to build other assets (like natural gas plants, batteries, pumped hydro, etc.) to help control that variability. </p><p style="text-align: left;">To visualize the <i>quantity </i>of energy that each of these assets can generate over their asset life, we combine MW of generating capacity with capacity factor/utilization and the life of asset to get this chart: </p><p style="text-align: left;"><img height="397" 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" width="640" /></p><p style="text-align: left;">How to read this chart: </p><p style="text-align: left;">Look at the darker-shaded bars with the left-side vertical axis. This is the potential GWh of electricity delivered/generated per year. </p><p style="text-align: left;">Look at the lighter-shaded bars with the right-side vertical axis. This is the total potential GWh of electricity delivered over the total life of the asset. </p><p style="text-align: left;">The long lifespan of nuclear combined with its high utilization delivers significantly more energy than other sources. More juice for our televisions, potash mines, EVs, and homes. In this chart, nuclear is an inter-generational cast-iron pan, everything else is a $7.77 Walmart Teflon pan. </p><p style="text-align: left;">Note that Great Plains Power Station <b>could</b> increase utilization to deliver more energy, but CCS is maxed out and Golden South is constrained by weather.</p><p style="text-align: left;"><b>This is the last chart... the important one</b>! Let's take total project capital costs and divide them by the total GWh produced (i.e. the total electricity delivered to homes and businesses) over the total life of the asset. Again, that's the lighter-coloured bars and the right-side vertical axis on the above chart: </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEif_ApPlEMokqyaYeBVyM6D8u_mMXp-o6maguFfluQbbFccyEqPWblmi8u1ywbm3a3PBYU-xmwcsbJjYCySvAPxW3g3xYg-RTwtA0uISckipwgDjVGlJbqLfry3Ksw4u_yk7nIFi52mvq7oTAKkQuIgFEYsL3WEMoF_ursdHxh2douNPOJZj9Ts-VI5QQ/s1052/download.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="648" data-original-width="1052" height="394" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEif_ApPlEMokqyaYeBVyM6D8u_mMXp-o6maguFfluQbbFccyEqPWblmi8u1ywbm3a3PBYU-xmwcsbJjYCySvAPxW3g3xYg-RTwtA0uISckipwgDjVGlJbqLfry3Ksw4u_yk7nIFi52mvq7oTAKkQuIgFEYsL3WEMoF_ursdHxh2douNPOJZj9Ts-VI5QQ/w640-h394/download.png" width="640" /></a></div><p style="text-align: left;">This chart shows the construction/capital/project costs to deliver 1 GWh of energy:</p><p style="text-align: left;"></p><ul style="text-align: left;"><li>$6,500 for the GE BWRX-300</li><li>$18,000 for the Great Plains Power Station</li><li>$21,000 for the Golden South Wind Facility</li><li>$52,000 for Boundary Dam Unit #3 Carbon Capture & Storage </li></ul><p></p><p style="text-align: left;"><b>If we want bang-for-buck on power generation projects, nuclear-fuelled SMRs are a clear winner. </b></p><p style="text-align: left;">If you could influence which taxpayer-funded projects are built to deliver electricity to your home every month - electricity that you pay for in part based on its construction costs - what would you lobby legislators to build? </p><p style="text-align: left;">Let's revisit a possible source of error about the SMRs: capital costs <b><i>may</i></b> be a low estimate and not include compliance, licensing, and other project costs, which <b><i>may</i></b> be a lot higher! </p><p style="text-align: left;">This chart helps us understand:</p><p style="text-align: left;"></p><ul style="text-align: left;"><li>if SMR costs are <b>2.8x</b> greater, the SMR's cost-per-GWh is on par with Great Plains Power Station. The next variable to evaluate would be carbon emissions, which is in nuclear's favour. <br /><br /></li><li>if SMR costs are <b>3.2x</b> greater, the SMR's cost-per-GWh is "on par" with wind. The next variable to evaluate would be dispatchability/controllability. I put "on par" in quotes because it's misleading to say costs are equivalent because all wind needs to be backed up with dispatchable gas, nuclear, or hydro anyway - the hidden system costs of wind. We could also evaluate land use, service life, and raw construction materials per GWh - all in nuclear's favour. <br /><br /></li><li>if SMR costs are <b>8x</b> greater, the SMR's cost-per-GWh is on par with the Boundary Dam Unit #3 Carbon Capture and Storage project. That project is a really expensive way to burn coal! Interestingly, about half of the CO2 captured is used for in the oilfield for enhanced oil recovery (the other half is permanently sequestered) so in a sense it's carbon storage OR displacement. If </li></ul><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>A final variable worth mentioning</b> are operating costs. Operating costs are what it takes to <i>run</i> the power generating asset: salaries, consumables (like fuel and spare parts), overtime, maintenance and repairs, etc. </p><p style="text-align: left;">Industries and companies count operating costs in a totally separate bucket from capital/project costs (construction including salaries during construction, concrete, raw materials, engineering, etc.). </p><p style="text-align: left;">Unfortunately SaskPower does not release granular OM&A (operating, maintenance, and administration) costs per power plant, so we can't calculate operating cost per MW (or MWh/GWh) for these projects. </p><p style="text-align: left;">I am not trying to be misleading in this post, so will emphasize this is <i>all </i>capital/project costs. In my opinion, many media sources are often unclear about if they're talking about capital/project costs or operating costs. My caution to readers is to always be aware of which costs are being discussed. </p><p style="text-align: left;"><br /></p><p style="text-align: left;">Errors or constructive feedback? Please let me know, I am still learning! Leave a comment or follow me on twitter @brahmneufeld. </p><p style="text-align: left;"><a href="https://docs.google.com/spreadsheets/d/1U33f1O-uokc_dtek1GPFLqMmO7dmnTipAulIZCcErak/edit?usp=sharing" target="_blank">Raw data, sources, and sources of error</a>.</p><p></p><p></p>Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com3tag:blogger.com,1999:blog-6835776463130464454.post-18433841881509051732022-08-15T19:07:00.002-06:002022-08-15T19:07:58.551-06:00What will Saskatchewan's electricity supply look like through 2030?<p style="text-align: left;">I asked SaskPower via the "Contact Us" form if they could share a copy of the "10-Year Generation Supply Plan" that was mentioned on p106 of the 2021-22 Annual Report. The reply was "it's on the website" (I don't think it is) so I've been piecing the path to 2030 together out of a few different sources. </p><p style="text-align: left;">The post will explore Saskatchewan's electrical supply mix up to 2030, as well as hit these themes:</p><div><ul style="text-align: left;"><li>The difference between generating capacity (MW) and electricity supplied (GWh), because one looks good for ad campaigns and the other runs homes and industry,</li><li>Saskatchewan's go-forward dependence on natural gas as our primary energy source, and</li><li>A few thoughts about ownership and costs of renewables and who benefits. </li></ul><p style="text-align: left;">It was fun to try and piece this together. There are definitely assumptions and missing pieces of information, and I've tried to flag those where they're obvious. Sources are linked in a spreadsheet at the bottom of this post. </p><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>Scenario 1: 40% Renewables by Capacity (T&D Report) </b></p><p style="text-align: left;">Here's what I've put together from SaskPower's annual reports, blog posts, found presentations, external reports, news articles, and more. Some key inputs to this model:</p><p style="text-align: left;"></p><ul style="text-align: left;"><li>2022 is from the <a href="https://www.saskpower.com/Our-Power-Future/Our-Electricity/Electrical-System/System-Map" target="_blank">System Map</a>, 2027 is derived from the 5-year forecast in the 2021-22 <a href="https://www.saskpower.com/about-us/Our-Company/Current-Reports" target="_blank">Annual Report</a>, and 2030 is based on a) a SaskPower <a href="https://www.saskpower.com/-/media/SaskPower/About-Us/Presentation-Suppliers-TD.ashx" target="_blank">Transmission & Distribution report</a> found online dated October 2021 and b) a SaskPower <a href="https://www.saskpower.com/about-us/media-information/news-releases/2021/saskatchewan-breaks-all-time-peak-power-use-record" target="_blank">blog post</a> stating 7000 MW of generation capacity by 2030. </li><li>Project-based capacity is added where known, like the Bekevar Wind Energy Facility in 2023 and the Great Plains Power Station in 2024. </li><li>Most other values are linear interpolations between known/inferred data points (e.g. everything in 2028 and 2029 is an interpolation between 2027 and 2030). </li></ul><p></p><p style="text-align: left;"><img height="396" 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" width="640" /></p><div>Insights from this model: </div><div><ul style="text-align: left;"><li>Coal is not <i>completely</i> shutting down in 2030: <a href="https://www.saskpower.com/Our-Power-Future/Infrastructure-Projects/Carbon-Capture-and-Storage/Boundary-Dam-Carbon-Capture-Project" target="_blank">Boundary Dam Unit #3</a> (equipped with Carbon Capture and Storage) will continue to add ~115 MW of generation capacity to the grid. </li><li>Dispatchable power (available anytime: coal, gas, hydro) has a healthy buffer over the projected peak load. We need lights on calm, dark days! </li><li>The sum of hydro, wind, and solar "renewable" energy total about 40%, which is about the minimum SaskPower has committed to by 2030 (they've given a range of 40-50%). </li><li>Look at all that gas! Gas is the primary replacement energy source for coal.</li><li>One invisible data point (and source of model error/uncertainty) is that in the late 2020s a 650 MW interconnect will be completed to the US, allowing SK to import/export power. I assume this is factored into existing 2030 generation capacity models that have been published to date, but I'm not showing a 650 MW increase in capacity in any one year. </li></ul><p style="text-align: left;">With the chart above, megawatts (MW) of generation <i>capacity</i> do not tell the whole story. What matters is GWh of power <i>delivered </i>to end-users (more commonly kWh on your power bill). Recall: MW is instantaneous; GWh is accumulated. 100 W is how much energy your laptop is using <i>right now</i>, 500 kWh is what your home consumed last month. MW is like the instant flow from your faucet; GWh is like the water collected in the sink. </p><p style="text-align: left;">Anyway, when you convert from megawatts (MW) of generation capacity to GWh (electricity supplied) a slightly different picture emerges. Gas gets bigger, solar gets infinitesimally small. This is because solar's <i>capacity factor</i> - the ratio of <i>actual</i> power provided to <i>theoretical</i> power provided under ideal circumstances - is about 15%*. Natural gas has historically run at a capacity factor of 58% the last few years, coal about 74%. </p><p style="text-align: left;">* (in fact, in 2021-22 solar's capacity factor was just <i>2.5% </i>according to SaskPower's annual report, but I've fudged it up to 15% to align with typical expectations. I'm guessing there was a rounding error not in solar's favour in the report)</p></div><div><img height="396" 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" width="640" /></div><p style="text-align: left;">Note: I'm only showing 2022, 2027 and 2030 as those were the years with the most data available on the power supply mix in those years. </p><p style="text-align: left;">We'll do one final transformation on Scenario 1, flipping the above chart into percentages:</p><p style="text-align: left;"><img height="396" 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" width="640" /></p><p style="text-align: left;"><b>The takeaway</b> is the "40% renewables" narrative refers to <b>capacity</b> which is only available under the best possible conditions. In reality we expect the <b>electricity supplied</b> from renewables (based on historical data) to be more like ~32%. </p><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>Scenario 2: 50% Renewables by Capacity </b></p><p style="text-align: left;">SaskPower noted in their 2020-21 <a href="https://www.saskpower.com/about-us/Our-Company/Current-Reports" target="_blank">Sustainability Report</a> that by 2030, renewables could make "up to" 50% of Saskatchewan's supply mix. Let's explore how that would look:</p><p style="text-align: left;"><img height="396" src="data:image/png;base64,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" width="640" /></p><p style="text-align: left;">Assumptions and insights:</p><p style="text-align: left;"></p><ul style="text-align: left;"><li>I've assumed that most changes occur between 2027 and 2030. </li><li>I've also assumed a) we're still expecting 7000 MW of generating capacity in 2030, b) there's not much room for hydro growth over Scenario 1, and c) that wind/solar displaces new gas. </li><li>I've assumed, for lack of a published plan, that the ratio of wind-to-solar will be the same in 2030 as in 2027. </li><li>At first glance it looks very similar to Scenario 1, but the wind and solar bars are bigger at the end of the decade. Dispatchable sources are still safely above peak load. </li></ul><p style="text-align: left;">Let's transform to GWh and, based on historical utilization rates, see how much <i>work </i>can actually be done: </p><p style="text-align: left;"><img height="396" 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" width="640" /></p><p></p><p style="text-align: left;">There is a problem with this chart that may be hard to spot at first: in 2030 in Scenario 2, we're making <i>less </i>power than in 2030 in Scenario 1. Within the constant 7000 MW of generating capacity we have to play with, the lower capacity factors of wind and solar have lowered the total output of the grid. </p><p style="text-align: left;">I've shown natural gas utilization on the above trend, and below I'll show what would need to happen to meet the energy output of Scenario 1: we'll need to increase utilization (capacity factor) from a historical 58% to about 64%. Unlike intermittent energy sources, increasing utilization is easy with dispatchable sources. </p><p style="text-align: left;"><img height="396" 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DLL5FYx456bxDkxKnn33leQQeRZ22STTUplxj/PQ0QA4JFUF4pXJYSenOG5lJdhPA/iUL5U/XiB4w1OMc8p8sGaRyRekHWXP3BJBLcrUlJzb7oILI97WYqFGTfR1WEhIASEgBCYBYFBE1hPPPFEkV8IosAvzE1uJjEiAG8ZXKvXWmutsN9++9WKgSXdtiScFhbBwk5C2i233LI4wYuTb5dV/Nxzz4Wbb745cCqGVwqLNIWk8pzqbbHFFmGDDTaYSgJaVo837vzpFP3EZZwboHAFJw8YBhd1b7TRRmGrrbbKCuWw79JejC3aDJkAHub6Do5sTNZcc80ChypX+tjoYbMOiUGoCBt5sABD2kkya0gg6m+TeJY2XnPNNUXd1GtjBsaMGXXnYFwrHP/7AO76GI4PPvhgAC+SsnJzTk5pS2CBJ8lakUvGmTGhf5yw5spkPCY5xm1On1KkE7k4CNnAu4KSG0rYlsDqOs/8/KrqcxfSacgEVlf8qvQf+gS5JXl3rv5rMx4pHcn3COHhN/QCepwQN0hWPAXbbM7QscjptddeW4TqsE4xH9G76Ef0HJc5LLHEEklYqkjq+LcyXNFnhAaxUSU0mYI+hvhJ3W4a18NmGRKEdYNCMmty+KGDmxa/iW6rU5gbXIrB+FAHBwLoNl/arA2xPknNX4+5b39K54IPN5Pm6NzUGggJghySq5N1G1vH1mwIu1x7IIfAaoMXa9sVV1xRJDoHF7xo0d2MC3YHazX/LctDmpId+oeMsn6RvJ/1mrLooosWdhlhctgBoyKwPHnEnDzmmGMqk6PHZFOXuWF4cIELlxyAI3MXGyp1sZBPyM7veH0tv/zyySkZy5fdHMilRtjPjz32WPGev1EwpQd8Dq2U51OZjrRxZd5iC5lup4+EZ2677bbFXGlitxM5cckllxTNTKVYaKqb9LwQEAJCQAhMFgKDJrDiE7C6BNl9DI2/stwIkLJ6cSPnRI7FuaywuGOgQljU1Uf/9t5778oE9fHmjM0GG6i6+ql7//33LzZVVYYEGxoMB4yRuvbSZ+qCyMPdPBU6Fxs9Bx10UGHEXnXVVbPczENdvH/UUUeFZZddthGBxaabzRObY/CuKjkY9yFHVXW0DSFcddVVC9d6DNMuMjmdBBaEnk+aS7uZNxjkVbnomhJYfc2zNoRJU3kZIoHVF34xFnahBvPT376Zwiylo9qMR6wjd9111yJsKL5BjDaQkw0CCB3iSSA2l+SlKyvcnEedkHFVhQ0+JAe5nGJSqC8Ci3bGufhSF0Ok2hkfElVtcuvkPA63wruFNSf3kKeufvu9DSHTlsAyXd1F56YILEgqcisZuZA7H+Ln+iawmKPf/OY3i8Mrf3Neqn0Qi3gxcThUVzhQOvnkkwuCo6wwVyCxIJR5ltKWCI2/QV9I3G451uL8Tqk2fetb3yoOxCg5Hlt1GDT5nTDDL3zhC1P5W6tSX/zsZz8Lxx13XEEIerziPleFTMZkF6QTtqgvKQILvUbuOry9ykqdjZh6z0dOeLuwCYZ6VggIASEgBCYXgUETWMDuDXP+zmK21157FSRP34YxhBkEATeh5BbawwaC0/y4QACddtppAcO+zhi0d1ns2fDss88+yf75zRnEGX8gyHLqxzPg0EMPLU79UgVj/dRTTy3a27SsscYaRWLTeJMWGz08h7dCqr3+pC13k8KmlI1A3UbS9weM2Vyxce1bhnJwe/jhh8Pxxx8/taFPGZbx5hbcSDxbRwLwfcYAgxcjPVWmm8BKyRVtI0FrGf5NCKw+51kbwiRnzP0zQyOw+sTP95NxZxPYRP+ho9761rdOJftvMx7+Ha6OR9fYrZ++fT4HTRMPLDbBbPJzCH77HoQYm32vH/sksPwmlm/mbNB5znt6dL3kBA80NtLe25K1BlKsz4tTctcGP9ZtCCzIdw5yuurcWLbY9EOMpGQy1iWQOhCwEDupg6c+CSzGrY5Ui9sHYYJcs3aXFbDnZrkqEtDbPxBirJGUvgis+LbgulyojDmew2ZXpML8m+r9Js/HhFJV6gsO7tBHlDjXlf+tyuvME2asydhysZ0YyzEeYdjMOXJM28psxBQucf8h0yDVVISAEBACQkAIgMDgCSwWSIyq+ISHjQ6kEYY6CyPuyl1KapMNOYWrPEnfMWDYCGHk4d5M0kwjYQjZwKOEvB9WbPPm8/9Q34477li4jlMfBqmFKhLeYoYy/77LLrsU4S2x0eo3Zxi3tIE/eLXsvvvuhdGB0cfmCqLojDPOmEoGStuq3OAx1mmH9Ys6aQd1Gr7U++ijjxbPcTOPPVuWqyB1tTrt4Hp1NqpsbBhjQhXBES8jSs4mJSUbhjFyAcZ4gGBgsVFjLGzTWYVxFzmqezeWi7KT3bIQIsYc8hbZYHzMfR8PF0/iVSVMn24CC0ziq8iRl6obG3MJrFHNM9qcszmsG+/U70MisEaFH3rhwgsvDBdccMEsoceElKJTmffIPqQHeHjvybIr5nPHI0V6oRPZBEFc8108qLjWnrBfSKVcAouNHiFAXlevssoqxXzkMMHquuWWW4p1wj+32267FfrfSm6eu5yQqjgUMCdECl1IX+zAJpf0qpJ5yD080+ziBnsWXQXJAf7k9OlycJCzNsRtbEpgISP8Qb+mdC4Ey7e//e1ZdO4iiyxS2AGxR1IsW/Sd8aJ+bBfWbXsnZV9UHTzlzIkcvDgI8qHeRoaw/iPfzB9bS8mVROijeTtXecY/9dRTBanpPc0gWZiLhKmBBTYQ8x/P75gs7IvAYg6ddNJJUyH3VSF59D0mhMHgiCOOKBKvT0eJvafKkpnHz8VEF4dejCu2UhkxRX88kV1G1pXZcswPQmLJ54Uc83f0OiGoHK6aLmjixUa/GC/GjYKtf/jhh7cKbZ6O8dI3hIAQEAJCYHoRGDyBBRw5XjZsHFZYYYXCSCafAgZzk5j7ON9B1VXJqc1ZnIwTguuEE06YWrxpEx4nZTfUYbhB1JEbglJmuKU2Z+uvv35BBsw///yzSQ8nWbiiG7lRVm98el53204Kg9QpYcroyblePcfojokANpCEzpTlfgFbH4KHMYpRBKk3XSXe4JUZpikCC9khJ0zKgy51TTdEF3LRZbPYBJc60inue1UoYV1d1q5RzbPpJLCaYBw/W7XBy9ncjgq/2MuQzT1zs+zK+lg2UnlPcvoDPrGOhADgFi88HctKDoEVEz5s1PDSgZRK5QKKSdvYw6lPAsv6bZv0nM2in2N9JUtmXWDTeu65585GYhn2tI3DHg4xGBMOLZrk3MpZG7oSWPY+skMYJHkkY3siV+em1kDqQnYgPmPZAUM8tDh8ss1/2TqRMyfq8OJ7eIqTn5NCn/H6wuOlLMcVB4rYN0Y4lbUvXqNZk/B8To035B1hvN6jpy8Cy+dny0mK7m/1A5O6kOIuOrzsXe89VUYqeU8lZAo955PMx55kqdDAmAQrI4tSclzngQfRiXcYc4XShCT3SeXRnVwK4Q+JR4G56hQCQkAICIHxQGAsCCygbJKbiucxkMj3hOs9+Sbq8j75RLZlHgB+SOPF3LtuxxsdDCaS6pKstKpguHFaZtcnW34W3/Z4c5aTsNcbQnyfPFRxeJnPX5Kz+aGemPRKGXmp0+ec/Cx1Rnf87Zy8SrQ53rBPZ4LQ2HsD449TXYz/uMSb25zk58gdJCiecZTpvsWrjnRqEkpYV5fpBO9B0uc8o/6czWEbNR9v6trUYe90IbBGqad8Et6c27uQDTY6bHgoqQ1b7njEOjIn+XIOgQUBzmHA888/X7QRb7K6MGSIOXLE2AbOhy71TWDFOrFOt/kxytnUN5HT3Bxh1Ilu48CEzTVEUeogxn+7bm1ItbOpB5a1q8wT2r4R69xUvp7Uxr8uP1hMKpURjDlzog6vmGwmgTwX3dQdAHpyItW+OAwMG4mb8Kq85cmPCYkFZpQ+CCzGiBBGPNIpOd48sQ6BbITUm87ivacYC9I/YNP64nNFlZFcPpdXimiMx4l+pi6jSclx2bPWxjiP7YorrljIAONaV7hAAJKUuYA9j61kHvp17+p3ISAEhIAQmGwExobAsmGwW7JIAo6RXJe0m/fqko3GiWxTxFFKDHC7JkyGcA28fziJh6SK3c+bxO97YyO1qYgNq9SJWtzWHDLgxhtvDPwBU269wciou8UqNmhShmH8DETTBz7wgdq664xuHxJAf3MxjkNtpovkSYUeVW2O4s0t+SYIe0jdWOTHO/Yk7JKUuanqy5GzmKSF3CCHSkyo5tQ1ynlG33M2h00x4vmhEFijwi8+9c8hkMAFchmyBx2KvG+33XZFQmcrueMR68g99tijOMioKjkElvfiyE0szOaQQwnq53IKvGUhaSh9E1jU6dePqrw98cYy9iBuI9fxO2w8kTE8stBLubmkGCvGvswrq25tSLW9DYFFOBSXitSlJ6jTubFs4Y149NFHF6GUVSUmllIezjlzog4vHz6WK9e0uy5PU+zFVJd3ijrj9bkPAgti99Of/vTUwSBeYHgyV5VYh9QRNVZX7u2h9nxV/2I9miLR/NiWEXPeVkrZO35uVBFFsRzn5gXzOgkPKjyp8KiqK/GczZGfujr1uxAQAkJACEwGAmNHYHnYOVnDyGOBxliyq6hTQ8PCTCgAG+X4ZNGf9KTcsJsOtfd4wkA58sgjK28q9PVzYu9v4InfjQ2r1HXgcXtzN0pN+xkbNDlXL+fmkqgzuv1msikJ5TGmzzkYNsXGPx+HWyBjbNDIiVMW3td2zGJjnXACwgrqTtO79M/ezSGdeDYOK0iFq+bUNcp5RjtzNodtcIsJLHJCEf7cpiA/EESp0OS69o8KP+85QJ9yN391/a/rj73vdWSZ50L8rToCC68rPEMsF2NZyFRdH/zvuXM8JweW1Rt7iZUR2N5zow+SoK7fkFnoJvKOQfjQTki0soKnBXo5Jdd1a0OqzjYEVs7hEN+KiZxY58ayVXUbXGzfeM+hlPdKzpyowiu+EbeJh0ycpyh+13+3yRod6yUO06i7bYmJ+hx9NAQCi/568icmqGLPsrJ+xQe0MRHk8a7yxMyx91Jj1Ga+Ug+pQ4499tiC6KfMCS+4tjKn94SAEBACQmC0CIw1gRVDgzFGslAWZAwQW/jsubJkqH6BxcOlLsFn3ZB4cqXu2brfY3KlyWbG6s7dKNW1hd8xmshVwSYE4s97weUQWLm5JJoY3fHNO3X9yCFH6urI+R0D/7bbbitCoywkIoe8ou54zHJJtlFstHP6yjO5uDJP8bSxK815Nw6pyalrlPOMNuVsDnOx8c8NJYn7qPBrQyDl4Jg7Hm10ZB2BFc/HHC+Ouj7l6uUm/Yn7kfJ+Qy+xMb722muLJuZ6yNX1p+nvJO8m3Jl24KEaJ34vu7WszYa4DYGVq3NjEiheB+MxySFQDEs/R1PeKzlzogqv2Mun6Rj65+P2+bY1CVH1Y9UHuRqPfY5Xsj/UpI+5dkufHlh813tPxd7rnpiq8pyKia44D9XXvva1qdDtqhxVdTqyTHbazNeUDZQ7Bl1kWO8KASEgBITAeCAwUQSWhxwjnZwH3BRkOaX4PRWKdf755xdhPZQmLs5lQ+wNt65iEJ+WNdnM2LdzN0q+rRgrDz74YLGx4NZBksCz4ag6NZ8uAqvtSWAZHrkn7U3GktDWyy67LCBb/haessS9cd1+zJoa8W03Dk36l3o2h3Sy9+pCCXPqGuU8o505m8M2mA2FwBoVfrEXaVcPCsM4dzza6Mi6zVnsDdCEhCiTkVy93LQ/6B2ID0oqJCzOlZWzoW8j503eAf+zzjprltsoy3IxttkQNyWwuujc2IaIZSuXGAM/39dUm3LmRBVeTQmXqjH1IWUxadLEY9HPtabjkLMu5eAfe5Hm5M3i2/QbUtby5KXac+WVVxZ2FaWuf957LCapPLlVRxB6GfDPxgRmVZhenY4sk40285W6Ys9GEVhNNKqeFQJCQAhMNgITS2DZsLFAE/qBAUtJXSXsjcChEVjx5qLpZoY+526UeBaPqlNPPTVgwEGmc5HhAAAgAElEQVQCNinjSmD1bRhhxLKB5FYnwxDvP65L32abbbLC+foisPqQ51wZyCGdfF1xKCEXEuD9SJtz6uqTgElt4nM2h7nY+OcmkcDy+NVtuttgxju549FGR9ZtznLksWm/cvVy0/7UhUz5jW98M2LTPvT5PLqSy0TwDrOk9ynioM2GWATW+cVQxetBnwSWDxPscsjUZe3ri8CKyRPynB5zzDG93ILn9VgdgRXj6PWsDy+su92vLGTY64q6MM86Hdk3gdX2e33qJNUlBISAEBACw0RgsAQWXj/kgoKAwvNnzz33DOSKaVPiJKvx6Xmdm37Tb/ZNiPnvN93M5BJYbB64thiPoarE+IRYktyWsBM2F2eeeeYUOTguBNYovCk8YXriiScGDEYrdVdNp+SrixHv5a9JTpOmch4/33STzyb1pJNOKkJRrdjNbnj8ff7zn58KvUx5vIxynjUhTJriNkQCq0+is+8cNobvnCSw4jwyQ/bAihNhe70c/1a38c2Vbbynbr755sIDhY0wScpJVt60xDdjpuRy6ARW7A3TlwdWimDImRNNPLD6Oszp4oHVZe3ri8DCHjrllFOmwtzLboFsKt/xulJHYPG8t09tvtolDKyTlLoE5zEhZ897b9k6W6EtodRmvtKnOJ9nX7LZZsz0jhAQAkJACAwLgcESWPEpchdDO958xPlL+s6B5U/G6k61morDqAgsDJlvfOMbs4S7cQMYt2ZxwyL/T1980vGcU9ZRGD1x8tih5MCCGPvKV75ShFtaYQPG9deErjYp3ojPTURN/XEOrNyk+U3aVvZsUwKLesindtxxxxXGKgVPtXe9613FLUV1BNYo59lMILBGhZ9yYOXNplF5YPF172U133zzFReJrLzyyoHQ3c9+9rOFV26fm3IvSzmb8iqE/IY9lZOyzXrd1AMr5ald1uY6sqbKi6ZOUupucOtKYMXERm6oXF27Y/2Ze/sw7/nwva6yRH3x2OfcSsp7eANiE5kX9brrrhsOPvjg0otXcjCJccnpn8/HZbYONq2tjzk2ZkzI2Y2WXr5St1z6Po3ClqvCLNaPIrByJUzPCQEhIAQmH4HBElixYdUl1KHuVix/CtWELMCI4Ip0PJbwSuJmOW5P8tdS93GroRfDURBY8ZXqbHgOOOCAwG1KVbfXYdBgRFl45nR5YIFHl1sIvYcIdeXkxKhTBeRZI1SVSwSsYGwedthhrcIOYuMtN08NJNpnPvOZ8OSTTxbN6CPZdF3f7fc2BBbvksQZQ9o2CoQS4uHCv1ny+5THyyjn2UwgsEaFH/ldvvCFL0yNXe6GEW9b9Alk5lJLLRXYUG200UZT4pezWTfyBi9ISs4GkefqNmexrmtCDKOr2AwvuuiiYc011ww77bRTmH/++bNDu9vo/DjP1fbbb194MXvd15T4r9IDXpZ4zr6Xqzv8cz6pdJ0HVu745tze21bnxrZKrHNj2aojCgyLmBhLyVzOnKjygIm/0WeoHB7d55xzTqN5yMPcKM1BEN6CueNbJWdtvSefeuqp4nDF1vSyS4CayniTEELq9u03sor8pFwOQ8nNL+bnPrJ00EEHFR7Q999/f2HncVsxNl9ZqdORZe+19cAapad80zHT80JACAgBITAsBAZLYMU3JQHbLrvsUlylW0WqpOD1SW1TC3Xs7bX55puHt7/97bXf8afcPsFmfJX5OuusUxgH3nuprRi02czUnfTHBF+ut1uM23QSWB57sNx7770DydjrShxCk3N6WVcnBCAG93333Tf1aNU18HX18Xs8ZrlXr/tT47IkyDnfb/NMWwIrFUoIiYUBywaLkiKwRjnP+GbO5rANTkMJIRwVfvGGPveWu1h+4rCY3PFooyNzNmfeWyGVHD0lC3G9fh7X6WWrr01/eNe3Fw9QvLDY9BJST+lCMsV9ffjhh8Pxxx9fhPxT8Lghn92SSy7ZaIrExFtqTYnxoF94CVeV+MbN1KFFPB65cutTFKR0biwD6Lb3v//9gaTnVSXGNDVeOXOijkA4++yzwyWXXFI0hfZj+2ADdS0+71LuGh3bfX0QWF2SgceHK8gzco18ty1NCSxPMtoBK3OAHJKU3EtovH6FGH7nO99ZhEky53wC/rJ+5ejI1Lt18lf2vbr1oC3+ek8ICAEhIATGH4HBElhAGy9gnICxkWXBnnvuubPQxxvgS1/60pRhnfLkivNukLsDIwWvqrLCO5AW3DhD8XkvYo8m2o1HE8RQVcF4O+2004rTeogVDF08bwjfs9JmM1O3UYpxzjGIaCuG76WXXjrVtukksOKNTu6GidPdE044YSpUMneTUjZukC8kvWfMrLBJxTgk/KVticcMr7jDDz+8yD1WVpA7vMDshqMuXott2t2WwOJbcShh/P0UgTXKecb3czaHbXAaCoE1KvziTWiO54LpPi4+oLTN98O7bXRkzuYszqW4xRZbhP3226/yoCPWN96Tsk4vd9H5vOsJSogACEGIHLwz+yAGvOyjByHHbFPNb3h4cXCTS2KldGmKtPEhVXyn7vAiXit4J4fAypFb5AY7wHIepnRuLFuQEPvss09lTk+wgIC87rrrCph9GKjHPUdH1REIMZGdS9KYhxI5SvEoXGuttYqLSvh/SqxfctboeB3oQ05zPNnK9Hhs5/Ecdhnys8wyyzRS/3jqMz+Yg0b05vbPjyG5YBkzUhU0CXX1Nw7yXerBSw5ZywkdzdGRKUDq5K8MRK/H4xsYGwGvh4WAEBACQmDiEBg0gRVvakAf4w/3Z4zWZZddtnTzwKKMsUByWTMWeHe33XYLO+6442wDSRjh17/+9anbjzjRxUhJnZLSrgsvvDBccMEFU2FP8QY7zp/AiT25kGh7qlDn5ZdfHs4999wpciXn9Dnnivq6jVLsSQUZd9RRR5WeEIMtRgnGj0/4Pp0EFhjGREDVmNmGjtAiTmQpORuUuhkf36TH+BI22IW84pup26HYWBxxxBGFAR2X5557rthA3nLLLVM/9ZFouq7//vcuBBb1EIbEpQCp2y/L+jKqeUZ7RpUMfygEFn0cFX6xLLB5hYAt2/TFOfgIw4Jw8V6rueMxKgIr3sChPyCkCAlLeQUTVkyIOXmnKMxf9CphWqk5XibjbTyOqD9u7xprrFEQLejvrsR9Si9wgy39Nf3KM6x7kFBbbrnlFLGReheMzjjjjCJ8zIcS262k/p14vaoiXFJ6kbpyCCyeq5JbyA07cLI2pwi3eBwMlwMPPLAIKY0La+pFF11UrG+2vpblX+qDwIq9kmkP+dJYxxi/VIGcwl4ybz6eSclv7MFUVS9EI+uzHcBQZy7BU7dOeQ+8Jvm4qDeex/wbhAoEEId9kO1VBXzBCXsR2fUlt38+rJLwamxa/jQN+fRemRDMlq8zx1aYbgKLC4WYA5Sm/ayTB/0uBISAEBAC443AoAksoE2FZxnk5BTh5hRIA7vxCEP43nvvDeQIsPAje76KXEid/mK8QXiRyBwjhWcwQCCZ8LwyoxVDACLJGzKp+vAaY2O2ww47FJsZ/o5RQAgfhBghaFZnGbnSZnNWR2DFHmjgBYkFSUgoHMYa7cLA5PsQDRh1cUndYjNKoyclG4wZBCXebpCPbACQCdrMabaXiU022STsv//+rUM74xwZjCdGLfLQpLBJZ0PpNwtxEnc2yPQllkn6w6YUA93n36qS9XhMco3ouj51JbBSp932zTIDe1TzjO96Yx/8t9pqq7DNNtsU8sI4MC/alJjAQmZWWGGFNlVNvYP+Y8zLCJ+yPCmjwi9F8tumDxyZmzzD3IQIhwi2zTq/EWIVE7W549FGR+bqqdijF7mAGMLzBHIO/PFIgUg+77zzZjk8iUOz6vSyDa7fvPJvyAqeX6x/eOZUkeU+fN4LWN2tZW2FMSYirR7WM/BBDtGP6MoXX3yxWPP4Q7iwJ66rvJZThAukBGNAuD5yxtrArYgQQdTNOJkOpU25BBbPmtxuvfXWhdzyffIGoXP9hR0pO4D3UwQW/272ADnRaD/9hwSM7Yuy+UAdfRBY1JMiaeK1hvZBTuIBZ7ja+GIvMGeRSV9S4eGEr6HPIeVYexgr5MbPF6ujr7UpzquVE3bq+5G6oMXGELuH3FH8l75R0AHoirvuuivcc889s9miPEPfIMCxCesiCuLclta23NQC9nycesHkm4MxbL2qkqsj4zraeGAhN5CZRpA27Wdb/aX3hIAQEAJCYDwQGDyBBYycNHHad8cdd7RGNSesC0OKRRMCLLdUndC2qY/vVp3st9mc5WyU6POXv/zl4ha73ELfCbPEoKWkEu6O2ugpMyyr+sBGhhtt2FBauENun/1zsfdKmzrMkI096eKrxCHbrrnmminvvKpvsZnAIC3L0zFUAos+pbw4+PeqE+JRzDO+GSf795jnJtVPjVNMYLWVG/9eiqDK2dxSx6jwszAo5knKqy7VbzbNZZ4puePRRkc20VNstvF2jA9IysYRfcMFHxyGeIIxRy9TZ5yE2n+nLvQn9lbi3VGGFjPOt912W4GPXcDQVL7Z2BNyD8FRVmIiseobkAN4yhB2Zd49OQQWofsQrBBtdaXKOzaWLbxJ8Awzz/Cquus8t3PmeC6BwAEENoD3oKvrN7/XeVfST8IswT+nUB/vgFtfBFYcRtpGfzNmkJboIe95ntMn/4wRl+gD5mJOiQkdeyf3ggx7PqVLfPqLqrY00ZG+nlz58+/EhF2b8crBVc8IASEgBITAeCIwFgQW0GIwsHHgdJLFLbfgmcDtSzmnXNTJpoTcTldddVWtkYLHA7mOLCQk1SbqI08UXgY5Gx6MN4gVNiap0mZzlrtRgohi41FnWHMiTZJXDDBOou3GoFSegukwepoYlmwI8CzLlYcqOfO3ZeXKY+q5lJEeE1gQXPxb1caQjTJELd4VZaEffH/IBBbtS4US1oU49D3PaEeV92fuTWKp8R4agWV6r089Zf1GbxMaTThInf7D44qbsco8GHPHo42ObKqnIEJIgJzyRPVjjk5E3yAvsZdFrl5OebPZN+o2nylvpdxLSrroNPJscQMdnmi5m33wIY8Sm9WqNdXahWcL+rDKHgB/6uPAgvyArFeUHAKLS2PwGqvTuYQBsmaXJWVPyRZel5BPVW1nHkDm+hyY8Zj0SWBRN+P2ne98Z5ZQzjI5YL2p67u9m7tGY1PttddexUEi2PRFYMV5+bp49Dz66KNFaBt6Jle2wYG+mAd+LnHlsY9v+myTFyrOB0b9eI+Rq67ucqSmOtLa3obA8h5zfVy000WX6V0hIASEgBAYHgJjQ2AZdBgihEpxqo/XEEYO7to+9A7jAAIIYwG37jr37NSwUCceL5BmnMLa5ovFlDwOnOiSc6lu0be6LayE0zvqYzNGoW0YvnhQkBSY/1a1t83mLHejZOTGlVdeGW688cZZTp8JU+GUebPNNiuutscYo8QnZfHmaDqNHoxv5IJNUzxmeIqRhwXDtY/bIMvCQtpM8VwCC1lmLCFDkQNCGCnIJPJOaCobrjqZHDqBlQolrCOw+p5nVh9YQb4QjmR481uXDdAQCaxR4ec3sGBIknav/9ArbNQJKwTTOl2dMx5tdGQbPcXmFUKEjSX/tXUID1p0JXqSfpmujHVDE71sBziEbuFF4cMtjz766EBenLLiw4bQfZA3YD0dBeKCMCC8sgi3Yw55IhPdBUEDwWSh+k3aRV3IFWsWxAJ/R4bwBt50000Lnc834vHNIbBM58Q6F/3Kmo3OJaS4TueWyRb/juxgE1gIpdkXEFx1tgA49U1gUafZWNg/eL3Tf/NCgzRBtiGuwDaHaPTjyRhBlEM+4hXFt2IdgIwce+yxvRJYtMEnq8+5da9ODpE1+sH8gtAGJ5NtZISxRA6Za3gTQjbX6beqb8a3OtaR12V1xetPrndTGx1JG9oQWD5cvCz/W9346HchIASEgBCYXATGjsCa3KFQz4SAEBACQkAI9IuAD3Vefvnlixt2u14y0W8Lh1FbE0KxSYvbbvybfEPP1iMQ5/rMJW7qa9YTfSLgwz2nm3Dvsx+qSwgIASEgBEaHgAis0WGrmoWAEBACQkAIzDEE4hDC1C15c6xxA/uwCKyBDcgImuNvmx7FTZwjaPKMq9IT7hqjGTf86rAQEAJCIAsBEVhZMOkhISAEhIAQEALjhYC/GZS8eEcddVRYdtllx6sT09RaEVjTBPQc/Iz3huMGz8MPP7y4AVhlGAh4Lzl5Xw1jTNQKISAEhMAQERCBNcRRUZuEgBAQAkJACHRAIE56r1wy1WCKwOogbGP0qvfC0pwY1sD527DXWGONcNhhhwXyrqkIASEgBISAEPAIiMCSPAgBISAEhIAQGHMEuEWWWxG5effxxx8P11133dQtd3ibHHnkkcUFJCppBERgzQzJIKz2pJNOCswXzYvhjLkfFy6+OOKII4qLDFSEgBAQAkJACMQIiMCSTAgBISAEhIAQGHMEuNHujDPOSPaCG27322+/2htKxxyCTs0XgdUJvrF6+ZFHHgmf+9znwtNPPx3WWWedcMghh/RyO/FYgTCwxt55553hhBNOKG683G677cKee+4pfTWwMVJzhIAQEAJDQUAE1lBGQu0QAkJACAgBIdASgVtvvTWceOKJs71Njp93v/vdunmwBlcRWC0Fb0xfg/A988wzC+Lq0EMPDWuuueaY9mT8m+1zky233HLhve99b1h44YXHv2PqgRAQAkJACIwEARFYI4FVlQoBISAEhIAQmD4ECBs85ZRTwsMPPxxeeeWVsPjii4etttqq+KM8MvXjIAKrHqNJeoKQtVNPPTVw651Ikzk7skYmLrjgguE973lPWGmlleZsg/R1ISAEhIAQGDQCIrAGPTxqnBAQAkJACAgBISAEhIAQEAJCQAgIASEgBISACCzJgBAQAkJACAgBISAEhIAQEAJCQAgIASEgBITAoBEQgTXo4VHjhIAQEAJCQAgIASEgBISAEBACQkAICAEhIAREYEkGhIAQEAJCQAgIASEgBISAEBACQkAICAEhIAQGjYAIrEEPjxonBISAEBACQkAICAEhIASEgBAQAkJACAgBISACSzIgBISAEBACQkAICAEhIASEgBAQAkJACAgBITBoBERgDXp41DghIASEgBAQAkJACAgBISAEhIAQEAJCQAgIARFYkgEhIASEgBAQAkJACAgBISAEhIAQEAJCQAgIgUEjIAJr0MOjxgkBISAEhIAQEAJCQAgIASEgBISAEBACQkAIiMCSDAgBISAEhIAQEAJCQAgIASEgBISAEBACQkAIDBoBEViDHh41TggIASEgBISAEBACQkAICAEhIASEgBAQAkJABJZkQAgIASEgBISAEBACQkAICAEhIASEgBAQAkJg0AiIwBr08KhxQkAICAEhIASEgBAQAkJACAgBISAEhIAQEAIisCQDQkAICAEhIASEgBAQAkJACAgBISAEhIAQEAKDRkAE1qCHR40TAkJACAgBISAEhIAQEAJCQAgIASEgBISAEBCBJRkQAkJACAgBISAEhIAQEAJCQAgIASEgBISAEBg0AiKwBj08apwQEAJCQAgIASEgBISAEBACQkAICAEhIASEgAgsyYAQEAJCQAgIASEgBISAEBACQkAICAEhIASEwKARGDSBdeedd4bLLrusAHDbbbcNa6655qDBHOfG/fSnPw3nn39+ePHFF8ca65deeincd9994a677go///nPw/PPPx9eeeWVMNdcc4X55psvLLnkkuGNb3xjWGWVVcI888wzVkN25ZVXhttuuy3MO++8Yddddw3LL798bfvHbQ79+te/Dqeffnr47W9/W9s3xnSBBRYIr3vd68KGG24YXvva19a+M04P2Ng1Ge/p7J8fK+nnauS76tezzz47UAf6a++99w7zzz//dA51q28Nvc1dx6QVKBP00q9+9atw5plnhrnnnjvss88+YdFFFy169/LLL4cf//jH4ZZbbgm/+MUvAmsyuhqZZc3adNNNw2KLLVaJxAMPPBBuuOGGYg3nfb6B7KPnV1555cp3+eb1118fHn744fDcc88Vz77qVa8KSyyxRNh4443DiiuuWPo+30Lv3n777QH9Rl9o+4ILLhhWXXXVsNFGGxVrTlXhm9/97nfDU089FXbfffewzDLLTD3+7LPPhhtvvDH86Ec/KtY4bBPqe8Mb3hA233zzyrppyz333FPgCvb8HVxe/epXh/XXXz+svvrqxd+rStmYzUmx/OUvfxmuuuqqog/LLbfcVFOmc34yHmC7ww47zDHd+pvf/KaQW2TfZAMblfFdb731ase3b9liziy99NJhs802K2ysqtLl22X19mH/lMnWKOXd5j+6C3235557jvJzqlsIzFgERGDN2KGftePTaSyMCnLInR/84AfhhRdeqP3EQgstFLbaaquCyBqXIgKrfKTYZGDkbbHFFuMynLXt7MOAq/1IhwdEYOWD11W/Dp0MSiEx9DZ3HZP80Z/MJ++9995wySWXFKTDHnvsUXSSjff3vve98Mgjj5R2GkJ+6623Lg6SUuXqq68Ot956a0HuxAU9z3u8nzqAYv2/+eabC3InVXgfImq77bab7X02u+edd15BDpUViKyddtopLLvssqXPPProo+Gcc84pCD1PNkOsUT/EVqpgk+yyyy5JsoBN8UUXXVSQ2ClcqO/1r3992HnnnQuyraykxmxOSieHjRdffHFBEsaHctM1P/k+uLzmNa+ZY4cDHLheccUVxQFyWaka366ydeGFFxayVTZn1lprrbDlllsm51yXb1fJXlf7p0q2RinzIrBGia7qFgL/h4AILElDgcB0GQujgJtT00svvbQ41cS44+RojTXWKAxdjBJOJXnmySefLE4vOR22U10W5XXWWWcUzeq9zplGYNWdXnFiieF30003FYYf47z99tuH1VZbrXfs50SFXQ24UbdZBFY+wl3169DJoBQSQ29z1zHJH/3JfBLy6u677y4ODfCeYU1lI3z//fcXhMRKK61UbHohcswzGnIKkgtvaIigFVZYYRZw8HzCG4d1HGJsm222Kd6HXGKDj1cVBW+lDTbYYJZ30Zff//73C/IKDy+8QvF+Yl144oknivchl2jbuuuuW7TNCpvOs846q3iO59dee+3C2woyiAMx2oVHGOvMwgsvXBB22Bapgo1BP7FBWI8o9BlSi/rxROPbEGkU2n3dddcV3mKLL7542GuvvYpv+GJrf4wrayD9+slPflJgRp3gWlbiMZvTklm1xk3X/JzTeuqhhx4KF1xwQREtgLwxnyxCALKT+WDjy5yCpPTkbVfZYs5iOyNbRLngIUk74jnHfOA3X7p+u0r+uto/Xd9vOzdEYLVFTu8JgWYIiMBqhpeeHiACLPB4X2HAYbCywHOaWVYwYjEYnnnmmbDIIosULr4YjkMvIrDSI2Snymxc2PQQtjFu4aFDl71U+0Rg5Y9a183YnN5k5ff0/54cepu7jkkbTCblHdZOwgfZwELmEGL0s5/9LJx77rnFRpzDI7yc4gKBg1wQchTrauqiTjbOeDhRr9fjkGB4d7GZZ932YYuQTITtPf7446UkEO9DIkGCEbaHd5SRUBBxpKvAhkiRY/SDgy+8dSCx2OhDkMWFb9A/bAx/mIJHGaQW/SFMLQ6DfPDBBwvyD+wgCgjbsmJhf2AO4YenUry+GQkBMWjjEbctNWZzWh5FYIXCFkW2kEls0aWWWmq2YeGAlsM6vBexb30YbBfZqpuzfs5gIzPnvIdfl2/XyV5XAqrr+3XtK/tdBFZb5PSeEGiGgAisZnjp6YEhwAKMWz6LBgs/xluVC7013wxWSI/YYBxYF6eaIwIrPTLeYIC43HfffafysQx1LCehXSKw8kexK1kydDIohcTQ29x1TPJHf/KeNOzIz2NhchA0eB+xEceLiJxVqWJeQLGutjUZTxC8iMgLFRfbcENY4alC2DgFUgo7wP4dj7BUwTsMsod1H4INLykKxBu5h+gPm/TUAZiRU4RHYmvQbwgjX4xs4t+oh/o8uUYYGCRF6oDFiIyYKMiRU+sXbSzLR5gaszktmTOdwMLDipyfkIveYy8eF/Ip4SEI8YtsW6qErrJlNmXVnDWPQiIbdtttt6nw2a7frpO9rgRU1/fr2lf2uwistsjpPSHQDIGxJbBsMUapsmHFILnmmmsKQwbFasktcXmtSvqJskFB48Xx9NNPT4Wg4cmzySabzJYY2oxyXNCp9/LLLy9yJvA9Qp7IzcDpoBVOVghxsmSmPId7ODHlhK7R/rLCKR75HDDaaKclI6d+vk1C01RC0aokqhhQ9Ct2fy8zkrwyxjDCRZ0kpBiblmgbwojFFyKorD+MSfweOLAY466PAUkbwJXcVLnFjD5OplInm1WLDKexYMo3SYAaF/rOIsjJF4YGxiHFklvS9rKEsGUJOQmHYNw5wW3qJTQKAqtLOxlT5JPkp37u5CTLLRsXT4rUhRD6OmxeIovog1SSYOYTOVI4paftTZLzMn951/QLY0f73vSmNxV95wIE00X27VxDxsY1TtBdZoB53cdGkfAWxgD5ZE6hF5hTVjB6r7322lmSw7LxwmsipeM8rvSBMfbznU0ZXgroEEu433cS9zY6zLe7y1iPQq5j/cocwXMUjxT6SlgR3hVlCa7ryCBL8MyJOOuRhUg3WWtojyXNzpHvOh3t28zG54c//GGhT5HHuuTT8bpDe1jf2eghu5AbrLW23uC1g5ziyWIJkG1+gytrU6wT4jFhzW9iQ9j8ZN4yDx977LFintEWxoN2Whgd63RqDWQ9wNvGwsnqMI1/T82TOmypo8vaxvskm+aPX6/J0QT+yBzkTlmyc9N3sa7Gu4q8Ndg3b3nLW2axo7wuw9MKfczai7ctBfuNesEjFZpo76fsHLye0N/MRS4CqUq6XDcPUzmmLCcW30Hf8idVmB+EQMZEgW/zm9/85gEECg0AACAASURBVFl0u9UD7thCVZfwpMbM6qYePLv4ttdL/B1vONa5Ki/1pvLk+xRjYTLVdX7WzSWTw/i51KUpXfVrWVsgQyF00WuElfp127/j7SI/57rKFqGr2LfMWeQ+JmT9XI+9+7p+u258YvvHZNOvUehecPNJ5pvIltlsrEnofnQ4a6df/5B7xp/5yfqKvUdBf7EHYDz85Qm5dl9d//W7EBAC1QhMBIGF0sd4TSVATOU7MEjYjHIaV3bjGUqJDQUbQitmwGDsYkRhlFjhxg4MN5RiTtJNNoIY9rFhEOd0KhtCjF/e92SU5aGwmPnUu/Qrzv2UQ2CxCcDALEtyWuYBVZfkEVKNdrN4NCGwIJUIOWBB8dj3MenrZINvlCUOB0vkym5ASrWnibeYvd83gdWlnRgv9NEW87iPVclyq8anDYHlDYbU5gfZwii/4447ShPgViXnJTwV48YITN9+jDoISQyb6SawMLTZlDNvrDC3IZPMs4DcFmyKymSR58kl40NWrK6qMeY9co3htYDx1yeB1VaH0e6uYz0qufb6ldApDiVS8lSW4Lpq48ycYfPPBryssNaQIDqVt6cqaTbtYZzZmMfyXadnrc2sU2wIIHZSJZWcON4EoI99Ym4OcOgPpS5xN89AEEJs+Jtb/ZhAcrGZbGJD2AYLTCE+2AimEmyj6zlcYaMKeZ7SlZAa3JDXpOQkTKe/9NvfWtllbbM5xtiid8o8par6YYdO3gMLcg8PE+qs8lKi3joSqerbPlTQe2Dl4O49Tso8sFI5pozUqvIs4/tlNpi3c8pCCC3ErCyE0LzH4jHzBBZzCvuuiV6i3W3kqQnJwJxsMz/rxjSXwOqqX+vakfO7D/XzHlhdZavu2+gY5iU2fOwZOOpvewILggr9nLqcId7PNJEt1jTCnbHfUnIPsccei/x3qT2V2bk77rjjFJQisOqkSr8LgX4QGHsCy5QOp30YgSgjlAqLKjkN2GCn4sZ9LgaUGMYjRBj/j6LEIGDhit814wn42fTiLcTpKcY5Bg5Eis/VQFswDDjBwpDnGZh8FCL/nyIyOBXBW4niE6GivDl9YOFlo0Vhc+GVp8Wk812fiJR3PSZxDogcAstOGcAYvFDuGFd4oZGIEuM9zg3hkzyyiWHx5Q84sygzRuBspQmB5d3mm7xXN3Xok12DHSfVZHGCCLGErmwMCFtkA0PxeTziRLL8xtiyMKewqmtXnwRWl3ZizOC9hvdWPHfADrIHz0NKnCy3ro9tCCwIJjbhyLjf2Nq3LEcaf8cQYs4y7yyxsHl2pJLz+rwnkGMQv8xJ5i6em/wxo4o55b2/cg2Zth5YGPaW1BcCibFgjkOu8/8+rwqbRXSQJYdF/5keoY6Y0GZsMVzRa+hA5jtEHXPY5q3dpoUs90lgtdVhjG+XsR6lXMdGNePDemUXSLBxtATX6BSMZsbRStmm3etXxhFPUuplreE31hH0FbKeyvdnSbORYYgYkmYzR+xd1iqT7yrvxtS89mslbaNePEj4TpycOE4+7ecOdaNLIYGoAxKIjTqknM9/x294ZVkOGQ5amNu28QBPdLV5bcVjQv/ADgy9nKfsANpkGyz6RsGrzvCj/ayLjCuF9jJf/ZrMXMVryXIx+pxOdXrS56aJbYw4sbdfG7usbdYmC2dCL5R5SpW1vywHluVnYszqPG9JWo7cNpXHqhxYdXjze10OrLIcUxaClfLs8d9F155xxhnFgUBsz/jk9t4m9DZF1XpbNmbxHPC6HnvP6yVkGNIYAt5KV3nKDSHke03nZ86Y8kwVIdpVv+a2oe65shxYfchW6tvYN+hWokcY49SlC6P6trXHZMP+zhpA6KRd/OBlM97PeP2cmncm97Z/xPYz2w57hkMR7ErzpAUPP++wFdDd/Bds8AS19TrX7qsbc/0uBIRANQJjT2BhFJYlP8Q7gJNpnvGnFkBip4Blt+FgTLCwQYD5ZKO22GE0+hwMHmYzqi08zd92Y8+VJe2sS2TK+/6ZOOzI2ld2igkmKF6MeIx9yzORQ2DR51SCU9+e+GTSyLjUJtn6YrfzmAGWG0JoCyjvjWIDXZZwle/ZJjvevBuO/HvqdJoFk3BJDHk2XCTkZIHNKX0SWF3a6RPGloVrGJGAnPnFva6fuQQWhgXPMg6cqoMrBi5u8D73is+RlrrBh/Z44sITYBgtlpC37OYpTwDEG6pcQ6YLgZVKrEqfctpelRQZAw7yI+WtSf3oRQgu88bsc/611WFdxpo+jVKuvX4tW3P8mhATsWWbLK9f0c2p3D9eRn1ybb/5LPMIrZLvurnsCazU3PPyV7UJSB1A8W3TpRyelN3e5p+J56cfkzIbwj8T2xB+g5X6vvecYf1L3eJFHRBdzLMm3kzekyh1SGBejBzy+M1dXdLlqrXNbyxpM0QThGBu8eMd3xhbFiKVqrssBLGuHV6W627ri+uKb1uLCWaeN1nxecH499z21mGANy2EbMrrGdIb+YrDmerGzMs38wyvtDicFaIVe5n1LE6831WecgmsNvOzTh7s9yoCq4t+zf1+3XN+XcBmxMYxEr4v2bI2IFuQqF7GOPhAN/kwvT7luqz/dfqV9zhgAQPs7dijsotseW9LvpPSF37u2E2sPJtr99WNu34XAkKgGoGJILDwKoAIiIs/1fP5EvytLimPDasH7yBYfk6MyQ/AImqLXVnSw9iojm/t8G2EuGFx8iQUp8sW1gjxhUdTqli+iDgRqrWPNpOXIyehuTe+4hwKdeFZ1rZUYla/CHA6QXtSeZ98QvUmnlSe0OFkML6Su+3kZ9wx/Fm4abMPv7A6ffy/39jYogbBwqJGf/oqoyCwmrYTsgfvNE6Jy25ior9+jjUZU2/EN8GNeYAnIvk6fGEsMWRSJ3T+OcOWeiz5rh/jskT/VRvkXEOmC4FVlvjVyHvaV0a0+3nPc3iPMKY+nKcqNLeMxG0ybqln2+qwLmM9arn2xm7dmpOS19Qmy8tX1Th5GfW3t/mk2Xg3sY7Gxevwph4v1uaYnPLfKMPd960ssTaeRiTuRmcwD8oOPiz3T1VuoTIbAj1nOZdizyC/wUrlNrKwLTy6vV7x/S87OKqbQ2Y7xLfx+ffssAr8IZhpf5e1zerG9sAbqUqvxO0HCzynLMwy3hDWkTcpXd1EHjlUJJSalA94J5Lqgf/mFGQRm4yxKiMiqcfkLF4X+yAZaAP1lIX4QQhyGImHYyr3WNmYddVLXeUpl2RoMz9zxpZnygisrvo19/tVz/kbs1OeuX3Ilv++9wL0/w5BzxrBOmOl72/HONTpV56v8lrsKlu2pynznCzTWbl2Xx/yoTqEwExGYCIILM9++8EsUyRlN9HkCILfXKUSlfoTjLJF175jHkRVVx+Xtals8TDPCd7DaCZZPGGGbAKqSo4HVlVuilR7/M0pVclLPWZNyI5cQqcs14Hh0cQQtnfKFi9/6o5RCaFCmBD/rUrYnyN7uf31dXkjwHvJtG2neRfyDX9NeGrDwlxh80Z4JURgTv+bEFgYFsgkMg5B7RNp0h5PxNS1wXQCJ3nWL0uqy3eqCFKbx3PCA6ssqa9tpup0iyf5TV9VGYV+nP387tMDq40O6zrWo5ZrT2xXzZuydqQ2WR7/Or2ZkmUz0KuSZvuNeVM9aW2umntl49bnJqDuMgQObZraEOBi9XIoU+Y9VZevqQ2BVXYwl7OG5DxTRSbZtxmfqpsG/XcgrwiBwoMI/ZrKyzVKAgvSDPKMccYmQpfH3iRluPg8Y5BXeDDiuR4fxJXlmKLerhv9OA0D6x0HKsxHfiNEmFAv+pfKq1o1Zj6UqionWGp9zJElnqka21ySoc38zG1f2Rztql9zv1/2nM8txjrOWo8t70tX2UrZbZC8KdmKQ0j7/nbclhz9OkrZquufCKyuEq73hUA3BCaCwCrbPJUZwV2uV60zSL3XRu7Q1OVGwDjCCME7i/pZ2J588skiPjveVHhjx3/fbs7DALM8OP73HAKrKjdFStnnGud+nOo2Yr7Ntknn36o20H0QWOAK0UaYEvgzDpzOU8ryVfiEkxi/bBQ5JcUArbrRp0xu+iSw+IYPqbBv1rXTY54r33GYa9V7dSGEeGxwkm454DjJx3MoRY6l3OFz2myyZHhzok2ul7IxsxugpjuJe9WNU+ahmdNfe8bmd+689RvpPgmsNjqs61iPWq59smS8eX0y8Rw9nFp3cseJ+lO3lNWtZdYuWy/bElh1OY3qvMvq3vf4oXPxzIKEtbWSdZM1NF5nc/CrItJy7Ig6jHPaEM/hJmRPzvxvsraZZ6d5eNcdSnjvJdqSIq/49yZ9qttY+j5D7BAGhlw0Ja9oE7cTsuZUkVd8zzwJU3nBcttbhoG9XxbObfMbLzHIh9i7rWrMcvUSNg/ejhDOVYeRtKWJPOUSWE1t/By5t2fK5miTuZlzC2STNnmPwTLyivq6ylZOm3wqFh9COupv5+jXPgisMtmq658IrBzp0TNCYHQIiMCq2EykYG9ikOYOW4rAYtHAswPjG6OhrKQ2FXZdNydzqdvH+N56661XGCLmtTIKAqvM+yfuS1sCyyfwjfOT+G+wkUnd0EVyX/qdwhByCuOXUAk2x6nbpewbKdKNb7IA8t34XYxhEv4S8pa6FaxsrEnyjEzUEZ7+ffO84JupE9am7awjA1Nt75PAon6fS4W/l+W2auLN5dsdE1h1G3ebO0MisHz+oVw91JTA8vO2TwKL9jbVYX2NdS5WPNdErnM3il4P+41iVwIr1u+EMRIah5dBXT+mi8DynmBNPLC4WQ1djbdn1c2vIrB+J91d1jbT/zkHTTEBhJ4mDClFelWFasZz0pK4x+kT/HNxyCLhgnheWYL/unnuQ7fsJmsuwYi9fK0ey2WWygvmvR+ryGvv+Wr2jMel7qbl1O2OnuRIjZnpBSPeyg5pqoiCLvI0KgKrav2L1/M+CKwq/drUJvKkK2GDzBk8zFOli2zVzQH7vSxNwqi/LQIrd4T0nBCYmQiIwOqZwPInVVWkSpW4WQJsT3xwCoPBRi4pPKhw6WYBqdtcczIICcPz5rXFt+NcDqMgsHJPsNoSWD7PUt3V2ym8y05YfFJvew/DFU8cCCdOoTAmLVdZlTHPRhyiDPyRDfPaot6muThyCUHf11yvrdx2GokW55PpS33WeWDZd+LbgVKJjAmTPP300wvvRZ8DL7etuR5YXQks25DFREJO6FMZccRFAZDgVZu8Mhxy563fXPVNYPm25eiwrmM9arluQ2B5TLsSWJPqgZXyIkU3sS4Susi8R06ZyyKwZr2wounaZuGekJ51Ced9+FMOAeRDSevW8rpDRB/2Rx9Zq0m6ji7MKT7kkFBBiKu6XJbm8ZoKdbODNnCowi2ld/16SCoCwhfLSopQqBuzXL3k7Vrfx6620qQQWLF+9QcEuQRWHGqbQ7p2ka2cuWDPpOzIUX9bBFaTEdKzQmDmITAjCSx/S2BV3D/PcdsOxAV5SzCs6ownv5Gqy4GVEjfvVQRZgsFCvob45M8MpjoCy3+DBRKvLFzqcTX3NwaOgsDyOQSqyLy2ObDom506NvFKihdlj6G/vQ3jlXZjvMbJ8H2oaM5ptH2TU1ZC4DAIy7yiytSQN5Jyv1l36UDZt8raSeJn8pnQ9qpcPm1VaS6BRf3cPsb4I8upm8r4d7xM8IKry4GVaq/1te6GMHsOPbHvvvsGrnum5HqRlOmULgSWETJ1ObBS/faeAFWbJv/cKAmsHB3GM32M9ajk2vRr2e2k1seyTUHXHFj+ynPL55a6eCMlDxZe2WStoR5rcxUhUUZc5Mwdf+sk3ltsrPHyifMTWfsnhcDy62UVMc9zzAn04Nprrx022GCDqVtV26xttp7jFcJFF2WEkL81DcxJrl92GY2XN5PHsqT9POtJ81Tf44ONqhDzlKzHt26yxtVdDlOXF8zbQWW5nGiLEVD+cKgJgZVaL+rGrKleop227vdhK42KwGpif/SRAyulX5u0IfYq56Cai6nqSNcusuUvwcBzMHURlvXBDtm8PdHl2znYiMDKQUnPCIGZi8CMJLC8507ZLV6IhN1q5W8QqiOw/M1DVTcElYmcEVMYiSRJTbm8l90MBXmGEcjCsvHGGyevVPcbCzbaGKILL7zw1BXQVbcQNs2B5TchVZsYSxAKdrnEjOHnSYyyq+DLsE55YHliavXVVy/ct8vIDeSD3Bq+zRgy3M7GQs/4pQwQTxZuttlmRULWnOITr5ddG+/rgbhBXjH64/CDtu30RkvVbWo5/Uk904TA4n2IGvCGGEjdvGmboqqb0Mra6vtadeOikahtkrj7OdKnB5afU2U3KJb1O/cWQn97aF8EVhcd1tdYj0Ku/Zyv0nEmS/HaUZcnKvcWQr+WWdhTFUHr17O2BFbZDXzIHyQU3oKQLF5OcwgsI6YgY8puUeQbZYccOZ6GQ8yBRZ/sFsIqssffREqeQMLWeQ+s26xtduso86Nss+vJK+QlhwAyPWT6BHmk/lTYlMkLOiq+BdGTV9TB4dOmm25aGvYX6z9PXoErRG9OiH9dXjBvr/kcQvH3TU5Z2+326tyb8Kjr4osvDvfcc88sN17WjZmfA1VrXMoW7mor0eYhE1i52PsQuypdV7beevKKA5QmpGsX2fLrfJUe8d/wz3X5do59KAIrByU9IwRmLgIzksDyRi0bW9y641M2XKPZNHC65jc0dQQWdfvr5Tn55AQy9qBi0SJBKJ44EEnkRmBxsNAfvDnKbvmJTwnN6wMD7swzzywS2KY287TNLzreK2UUHlh8D2+vG2+8sfDY2XLLLYsb+XyJEzY3JbCoy4dcQmKRW6oqSTqk02233VZcew0efmPmXeXLyM2qNtvY018M7FTogRnqtL2pFxNhi9zmRIFQpK+pa7ORWzYrkDCpq7/bttMba5yu830S08fF5g+EKHOLDWZZ/hD/blMCi7E466yzphLtktsN3K34BKS0g41RKgcLZCYn4BigjAm3RuboiXjD5j2weN/0RRmZ7edynwSW1wX0affdd0+S4eCDTDE2XC6w+eabF/2uk494DvRFYHXRYV3GetRy7fUr47HnnnvOtjn2ssRlG3gHWylbd7x+ZezYtMfFy5hP8AxZiIcO/y0j/8vWmhyTyeehSel1v3FDh4GJHdjkEFjmZVh1C2DsDeRzEI0zgWVrCMR9Knza7Av6b7qHcbZE3G3WNtYTMIMMS3lU4dGBLsb+KLOrquTGyyMHXugsr6tTfSLMygqewYT/Wcgi9kZu8Yc9HOjtscceWeQV9efkBbN5iqwyr5mHvnjdFR842K2suUncvb1aN2Z+DsRz0Nrn55DXH11tJeofMoEV269N9Wuu7N18883h2muvLQ7hyvJ5VtXVRbbsXepH7iB848JhJ+2LD2s9Pm3kug4fEVh1COl3ITCzEZixBJY3WCAwSJjLpgHjh1M+TpzYTMeLeg6BhaGF4WBhYoQAQmJhnLMIcHJ1zTXXBJLPUrxx78kv3iOE0N6DFLjhhhuKnEqWHys+FfeLIQQV+RssBBHPM77L+/STNkGwUUZFYPmNLoTHhhtuWJBYeJiBAyGa9MtKGwILTOkXpBS4sJhiCFAXpABGMM/wHU4oCdOhXRR+wwvKiCa/gaa9eLLRXp5jUwV5xBhAEKXa7I146y/EAOMEWUY+MtrKd+qSJ6dUU5xzgm9g7HOyS7+pF680kv/bLYjID2QomFvp0k4/d/imv9abPoIx5CBtSYX2VancpgQWdYEpp8+QZfSRfCe44FuxjQ1/h9jkOmp+Z0MAnmwQ2EAgO5BcbHItDMnjzRhCjhEabMY3BqAljk55qMTzmc0f5DLYQOwS0st3Gas+CawYF+QXWWa+8//x9esxqeLDQ8CJ9+zqdpJlM2/ZqFqJCSw/jk3lvK0Ooy1dxnqUcu31K+1EVthgI0uMP0SREeqpDXTZuhOHTOFZw1rGxt7LGGtSql5PULFe0CbWC2SajQt/eNfaXEbQpkK4PYHFeoNOZj2jHfFtojEJk0Ng+U0/h0DIoM1r1jraDtFj7R+3EEJ/YUY8v7yNwfzEdmF+gy1EEIc6rPMUNt6ED3ZZ2yxsER1bdrDm24v3VF3oHe1GJryXspdH5ND0JbqGMCZsKt8n0z9+fiH7rNlxKGm87rAu8g2wxPsJeUJOmUN4NFYVdChEEQXSri4vWGwHMUfN5mCjbutIyrPav0ufIB+xo+gnepqDF2wS/t/P8ZwxS+mlsjUu1h9d5MmwtZBpG1NPwHclmCsH0P1oUQ+pg56u+rWuDcg18oM9xl4DmfB2Wup9xt17J/YlW/E6jx5hTcKeY41KHXJ0+TZ9szUitX50JbC6ypZuIayTXv0uBOYsAjOWwAJ2n2g0NQypG0ByCCzqihOJpuo3d2FO5MzY4j28sCAgygonqhhPGHssOv5UGWMMjwpPcsX18F1IBzYr9t1REVh8m80KJ78siKm2YCyy4WDT0obAsjohlyCHMNzqCrjhOQSZEXswYRCyAbCNT6rNGLkYrfzBUOfE1hvTjEHVjViMIZ5/GNBNC3hSP0n5qwrjbF5aKaOIMW/bzrq5Q7swStiwsrnKLW0ILOr2xAXeU4yHyXacHLWsLRCBeGjF+c6q+so32DRDGqYILGSAzZFtvOJvY4xyqs3NQ30TWHzLJyQu6zftRhbN68yeYyww7lM3ePIMmy2wZV73SWC11WG0aZRjbbi0kWufLBm9c999900RzH5cyvRC1bpTN07UX6VvfBhuLCPoDcaZw4aUfFdtQOw3iDEI2pQcpdYi2pBDYOXICe1H/7AZYoPvvYe6bpBzNlh19kJVG6oILDCqszFSydPbrm0WkoyOgsCKvVh9Xq5cXV+Wt7JKHukT48m64gkqIyFyv81zZmv4ULjc920uWBiW3eLHPCsrVXYQ70CgELaYsgkgOrChsJPKCu/jEW16vG7MqMfLH/OUOWoHX/47cd32W1t5svfBBC9Qf7mN5TbrOj9zx9IfMvFOnJu0q36taoeFQee2ledSqTy6yFZO/yCvsI0sv6dvb5dvj5LA6ipbIrCaSKWeFQLTj8CMJrCAm4UTTwjIDwxCThoweiElcKeNFXadQeqHEEMA7xBOglGmRojgXs+CwCkcm+a4YBThhcDJB4aheRXhuYEnBOQJBo0t/KkcN5wmcioHyUF9FIxOyKLUd0dJYKVw5t8w9gj5YkEm9BH8uxBY1Anm9IWTdwxT6jSDDNwJ0wQ//lSddPEunjkQieCHUYPRilyAN3JheSFS4WEpuaIOnl1ttdWKUJ+6k7YqdUCf2ASzicLoJK+JGV/UC6nCqXsdQdalnealwUmXyanhhBGKnHFq26S0JbB8+AnkZCp8E88hDEYbU5sTbNAZD0jhsjBHw4k5yf/zHHMYEpg5hiyU5QhirDD0MZSNXOVZTtKRJXQP74+CwKKPnO7Sb3SC6Tjaz9jUyWJV29FFbKogcfsksExemuowL2ddxnoUch3f9oUnC/qFDSkYQ6Kjk5CHVEhw3bpDHcgma43VyRijp/BGIeSryiPFsGYsWadYK9gI48GL7OLd2pbAQr9DkJpXEPja/MFrKJXrKIfAMn2PFyOHOegOcLB+02cOasDaQut9eFXXDfKcJrCs//G4M87okjJs26xt6C5kAJ3On7jEnjw5Or/q4pVYHhlT+oTnkXk+2Te8rOR8154xW8Pf7pv7vs0FDibwRq3KC+brTK23zHdIbTzlUnPf3mde0lYv61U2hW3Ay8aMeuM5QJ40867F7rR1CluizF5pI08+9JMQRS62MRvCLhciQoE0G3FeVo9nrp6os6VYH8HV7Kj40qGu+rXs+95LNVf2ynLRdpUt0/PYC/QXPYK9jI3O2lSVAqLtt0dJYIFnF9kSgZUrkXpOCMwZBAZNYM0ZSPTV6UbAkxZVt/RMd7v0PSGQg4BtgJomuc6pe9yfsUsE9t577yIvjsr4IWCGfFWi3/HrlVosBIRADokrlISAEBACQkAIDA0BEVhDG5EJag+nWWxgOdHB7T+VIJLumqs7J35Nk5pPEFzqypgiIAIrPXB2Og7xUXVF95gO+9g3Gy9VvKLwQLRcQ3Gn/C2E/tKPse+8OiAEhEBp7lNBIwSEgBAQAkJgyAiIwBry6ExA2yw3BaEsXA0dh5TV3Sw0ARCoCxOOgAis2QeYEARuLiK8C1I6DvuZcJEYi+753D+ELxGeFZeq29HGopNqpBAQAqUIyANLwiEEhIAQEALjiIAIrHEctTFqs90EwobW36pIF/wNcPydWHtCCFWEwDghIAJr9tEi1xYXBJDbxW7bGqcxnQlt9TdNxjeuxreJkrtvzz33LLy1VISAEJgMBERgTcY4qhdCQAgIgZmGgAismTbic6C/VbcK0RwSkZJMmkTQdVdfz4Hm65NCoBIBEVgSkHFFoO4GKfpVdgPZuPZZ7RYCQuB3CIjAkiQIASEgBITAOCIgAmscR20M28yNMtz0QtiK3fRSdxvjGHZTTZ6BCIjAmoGDPkFdxtuKG7gI97QbqHJvqZwgGNQVITDjEBCBNeOGXB0WAkJACEwEAiKwJmIY1QkhIASEgBAQAkJACAgBISAEhIAQEAJCQAhMLgIisCZ3bNUzISAEhIAQEAJCQAgIASEgBISAEBACQkAITAQCIrAmYhjVCSEgBISAEBACQkAICAEhIASEgBAQAkJACEwuAiKwJnds1TMhIASEgBAQAkJACAgBISAEhIAQEAJCQAhMBAIisCZiGNUJISAEhIAQEAJCQAgIASEgBISAEBACQkAITC4CIrAmd2zVMyEgBISAEBACQkAICAEhIASEgBAQAkJACEwEAiKwJmIY1QkhIASEgBAQAkJACAgBISAEhIAQEAJCQAhMLgIisCZ3bNUzISAEhIAQEAJCQAgIASEgBISAEBACQkAITAQCIrAmYhjVCSEgBISAEBACQkAICAEhIASE5wIxtgAAIABJREFUgBAQAkJACEwuAiKwJnds1TMhIASEgBAQAkJACAgBISAEhIAQEAJCQAhMBAIisCZiGNUJISAEhIAQEAJCQAgIASEgBISAEBACQkAITC4CIrAmd2zVMyEgBISAEBACQkAICAEhIASEgBAQAkJACEwEAiKwJmIY1QkhIASEgBAQAkJACAgBISAEhIAQEAJCQAhMLgIisCZ3bNUzISAEhIAQEAJCQAgIASEgBISAEBACQkAITAQCIrAmYhjVCSEgBISAEBACQkAICAEhIASEgBAQAkJACEwuAiKwJnds1TMhIASEgBAQAkJACAgBISAEhIAQEAJCQAhMBAIisCZiGNUJISAEhIAQEAJCQAgIASEgBISAEBACQkAITC4CIrAmd2zVMyEgBISAEBACQkAICAEhIASEgBAQAkJACEwEAiKwJmIY1QkhIASEgBAQAkJACAgBISAEhIAQEAJCQAhMLgIisCZ3bNUzISAEhIAQEAJCQAgIASEgBISAEBACQkAITAQCIrAmYhjVCSEgBISAEBACQkAICAEhIASEgBAQAkJACEwuAiKwJnds1TMhIASEgBAQAkJACAgBISAEhIAQEAJCQAhMBAIisCZiGNUJISAEhIAQEAJCQAgIASEgBISAEBACQkAITC4CIrAmd2zVMyEwIxH4yW+e6bXfC8wzT3jdAvP3Wqcqm0YEHrm934/Nt1AIS67cb52qbWQI3PerB3ute755XhWWX2SZXutUZSNA4OXnwiu//VGvFc+14MohzL1gr3WqMiEwJxB45eWXw2MP3Nnrpxd/7Qph/oUW7bVOVdYNgfufeLlbBdHbc88VwopLzt1rnapMCLRBQARWG9T0jhAQAoND4JfPvxA+cetd4Y5fPdV729698grhkJWX771eVThCBJ55MoTj9w3hvu/3/5Hd/iKEvT7Zf72qsTcEnnnx2fDhy/8hXP9YzwRmCOGwtd4aPrT+Ib21VRX1i8ArT5wTXrr5Lf1W+r+1zbP+t8NcS+8zkrpVqRCYDgTuu/GS8IU/3iO8/NKLvX/uwL88KWyw4zt7r1cVNkfg4998Nlx5z0vNX6x5Y5+N5w1/uLsOdXsHVhU2QkAEViO49LAQEAJDReBTd90Xzn7o0ZE179jN1g+rLbrwyOpXxT0jcOrvh3DZ//RcqavuI1eHsNLmo6tfNXdC4D9v+kr46l1ndqqj6uXjd/xk2GjptUZWvypuj8CLV6wWwrM/aV9B1Zvzvz7M++YHRlO3ahUC04DAf75nw/Doj/sn9mk6HlifOPsX09ALfaIKga9d9UL43MXPjwykT7x9/rDNG+cdWf2qWAjUISACqw6hCfz95ZdfDnfffXc499xzw1VXXRVuuumm8PTTT4fll18+bLTRRuGAAw4IW221VVhggQUG1/tnn302fOITnwgnnnhi+O///u/wtre9rbKN3/72t8Pv/d7vhT/5kz8Jf/iHfzj1LBhcccUV4be//W3Yddddp/79ySefDB/60IeKv//P//xPWGKJJYL922OPPRY++9nPhlVXXbX4/Qc/+EF461vfOlvd0wFak/ZPR3uG8I2/uPmOcN3PfzmypvzdBmuFTZdcvNf6kedrrrkmfOc73wnXX399+NGPfhQWWWSRsOGGG4bdd9897LPPPmGppZYq/ebPf/7zcNppp4V3vOMd4dWvfnXxXJm89trwcagM76vbRkdghKNOD2Hd/jwxHnrooXD66aeHiy66qNDLFHTNJptsEvbbb7+wxRZbhPnmm68X5P/zP/8z/Mu//EuWDu3lg3Ogkj+78t/ChQ/+DsdRlH/c6iNhpxW2bF31HXfcEd73vveFZZZZJhx77LHhda973Wx1vfDCC+Hv/u7vwuc+97mw8sorF/9da63ZSbNXXnkl/Pu//3vxh/WReqdzfRqaPL140QIhvNK/54EN0Lw7PhvCXPO0HnteRNcfffTR4YEHHgj/+I//WNgSc801V7JOb/ewVmy22Wadvs3LDz74YPje974X3vWudw3S1iuz3XI7/tRTT4VLL700XHjhhVNrK+9uvPHGYeeddy5sR2zeMsxzvzOOz/313kuHZ58ena30V999PCywSL+20hNPPFHsWfiDbmPPMqr1sc2YdpXXNt+seue/z3s+fOf6F/qudqq+39ttvvDWTV7Vuf4muNma9u53v7tY50a1Rx3aetYZ5AmtQATWhA5sWbcgYf7pn/4pfO1rXyseWXzxxcPaa68dXvWqVwU2w7fddlvx7xhIn/zkJ8N66603KIT6IrDOOOOMcMwxx8y2gRsXAqtJ+wc1gCNszDgRWGw4Iaz+6q/+qiCQKeuuu25YcsklAzJ+++23FwYa8xPilQU7Xqx/9atfFeTsSy+9NEW2Uo8IrP8VsjEhsF588cWChMQg++UvyzcVe++9d/jrv/7rgvDoWmaCgTZ0AosN9kc+8pFik33KKacUG+u4PProo+GDH/zgFKFZdmjj6zrppJOK9VsE1ngQWD/84Q+Lg8P/+I//CKuvvvq0EFj3339/Yf9ssMEGI90IdtFTTTa2/jsc7p1zzjmFnQtJ6NdWCGHwRs9yUPSBD3wgvP/97x/ZRrhL/0f57jgRWNhDHFizZjFuZXsWSEnWUIj+OVHayuuo2ioCqz2yM8E+ao/OcN4UgTWcsRh5S3784x+Hv/iLvygMZpQ9izen+/PO+39uoBBcxx13XOFpVGdUjbzBiQ/0RWDZYpPjxTVEQqBJ++fEOM2Jb44TgYWHDcQUBtlhhx0WjjjiiMIDw06DkfOzzjorfOpTnyqM8Pe+973hox/9aFhooYWmoE2RrSKwnOSNCYGFPj7qqKMKw/yP/uiPwm677Vb8P7KAHEBw/td//Vehtw8++ODCSPdy0GauzQQDbegEFsSzecGx2T7kkNlzal122WWFhwzeIjfeeGOxbrOGc+Dky7333ltsxPEYLvPmaiMnue8MTZ7GyQMLQoXCOvD//t//S87tvj2wzPsL+2+Ungy58pN6rg0hwGEAZAcebdi1eNPjney9mHkG7/u//du/LcisP//zPy/mjreDu7R7HN4dFwLrmWeeKYjIz3/+84VXOjYQ0SE2VhwE4sH4z//8z4UXO2snzy+99NLTPgxt5HWUjRSB1R7doa1n7Xsy2W+KwJrs8Z3qHQYQC/aXvvSlcOihhxZGMCdQqcICjxHMovD7v//7xSnxUBZ3EVi/GzERWLNL7rgQWBDJeE7dc889taEjPAOpweaV+XjQQQdNkVwisGqU9xgQWD5EDJIKoiIV0kK4DzJD2Jl52HRZumaCgTZ0AovxO//888N73vOeIuQvJqbYnCETX/7yl4v/sjHHI4u1mdAnX6rq6SInue8OTZ7GicBiA453LSFSZTpABNb/pX+okkm8Di0FBOG0kB1lIYKsrRziooM/85nPJENzc+V/3J4bBwIL/XfyySeHP/3TPy2Iqb//+78v9T7mIJDnOPTjYPDDH/5wmGeebiG+TcdUBFZTxGbdy8RpXlK1KYSwHcaT+pYIrEkd2ahf3//+98ORRx5ZLNJ4Ha2wwgqVPceoYnGnfPrTnw4rrrjiLM+X5WvZaaedik32aqutNovhgFv31VdfHb7yla8E2sKCQ8jUnnvuGfbff/+w3HLLZY1EVwLLNv2XXHLJLN8z5dk1hNAM+brOxJ5fuXi2ab+15fnnny9OHgkftTHYcsstw1ve8pZiDGKvDk+SbbfddkWYyze+8Y3CI8hypaXeq+v7qH4fBwILrwsMa+Qklxw2Dx3CS2wu2th4LAkFxnPyNa95TWHE403J848//nj4whe+UIw5RPT2229f5F5h/qWMe0KJGeszzzyzCClms7zNNtsUXmLoD/+OP8nHg+Df/u3fivCNN7/5zUXo07bbbjuq4a6vdwwILMJAISjPO++84gS5LLeN5Thi/uExsccee8zSf06qqeNb3/pWETpGoS68d3bZZZfZcmeVEQ7oachScnGhIy0EBz2x1157FXl68PKxMuTxHwcCy/AjdBhiiv9asbBAxhZPTIhLSGzmpp9XRnTxm19XUiGEfrzwPLn88svDCSecUOgG5jlyhZ2Qsg9sDTddgpcghCveK5BsQ8qpNk4E1mtf+9oCR8YDOwudHYcS1hFYufYDspWyUVgTyPn5i1/8olgbaJPlAPWKxuQn/t3qPPXUUwudgRxS9t1332IdID8j9gc2IGsXHsg//elPi0NU9NTb3/72gqTwNkhTQoB5AgmMjiTUGjmuym/FvCGnHM8Syg+J7J9v2l76G6+dzBHWwgMPPDBsvfXWveUwrF/8qp8YBwIL+wUbifXo+OOPD9igVQUdhhzipUrKhYUX/r8Ld5ravnyn6fg3ldeuY1j3/kzxwGIOYxNBYCIv8Zz36yPPsuekNF3PbHw5ZEC2WO9+9rOfFblqcfJYdtlli3rRxejBs88+u9Z+rhtD/V6NgAisjhJCrppRl3XWWafTJ3yoQmqhTlXOqRQb7d/85jdFeIs/8bXwJwwQkijym88twN9ZSNj0UPDoIiyRExQMFvrDiSPvY+yw8UYppJLTxm3rSmCxYcQT7ZZbbimUi+UdYtFjg96VwPriF79YJEZNFcsxBj4Yh7ZZbYJnm/abYfU3f/M3hWK1MeCEyvJB0BbIB0tQzzumsDFoydeE94fJouVowvAGT0sg3klQO748DgSW5bRB7vGGxC2+rpALC8OcsbMNKmQFbvUWfsIcYvP7sY99LCy22GIFgfWTn/ykyGFHUnDCE5E7m3MY1sxRyA1fGOc/+7M/K+rlefJJoANuuOGGQm74DePQPDJtQ0N9GAoYnSzkkGboD3KszLEyBgSW98Ai9AHyf+65524EmQ8Nt/wg6Hybo+TOYo76sIoUgeX1NA0gJ9Oiiy4aIFIYf0ocojHk8R8HAsvmNvMuTtBuSd4ZPw5YOHyAkIwNdSO6mLO+jioCa5VVVimM8K9//evFGggpiRzZms76tP7660/JYUo2WMP55pve9KZC/0Mc5ITkNxLulg+PG4HFfMR2wA5KhQlXEVhN7Afg5Dvf/e53C/2AvkDHQ1gSvogXWBcCCyKKAxfsCHQbdgVrBvKDDuIA09uAPu9qHELZlBCw+UKfUoeuKVG69dZbi9xjHOJxYYp57UCGNW2v95Y2u9jns/zjP/7jgszr6yKOllOjeG0cCCzzKt1hhx2KecHBXJuCjDW1fduMf1N5bdOXJu/MFALL5v0b3vCGpJxAykNssU6a93Kb9czGFz0BqQqJTyg/tjUhy9jdHN5CiPu9sek49B7egRDlQ4loaiJPQ3xWBFbHUWHxw111VIXTeTaCXQoTiIWT01ZO6LnNqm2xU5G77rqriDWH+LENF8Y4bYWswhiBLJt//vkDz3JKi9Hs3YA54eBZJj+nZRhQdYt7VwLL+l0WgteVwCrDlQ098ftsQvyNQ23w5BtN2o+yhpzCCOCE/eMf/3hYaaWViqYyZmw62LDwG2NqXgDeywejmvbbb3feeWfAIEORQ8T4mxzbylbX98aBwIIIYBOKB1vscVHVfztlshs1MbTrQgjxoIGEYl4xtiyafs7hUYNcQFJQfJgaJ1psRpiPEFOQvf/wD/9QEJn+NNQIDDaykC/MeRZqZA690JSM6SoDs7w/BgQW7fX50DjN47QeUsHGpQoTjDLGF3ITnctJoM1RdAs32PEbYWo8ZxcBpAgs89LddNNNi/cwCK2wOcND5MorryzCbdjwUYY8/uNAYIGhzW2Pq9fxpl8xilnHMZj9vLUxgIjw/15FYFnicDbpkMycWrMWMO54ZMUhjRDmbALwDPLveBmjzSKw8jVY7M303HPPFWHCzLE4XLyMwGprP5TlwCrzsLJe1XlgsanDzsDriAKRzrqD1yD2Ajdco4dMR7G2IKeQso888sgslxk0JQTQc3/wB39QrEMQFgsuuGD+YERPNm2veVZzqISNy62xtvaZrYRnRu6hVeuGZ744DgQWugRb2ds8md2beqyt7dt0/L2+zgmFa9qPNs/PFALLPC/xeEqlVzC7hjyyFlraZj3z+yHsJ+xj5jhEPUQWRBoXY7DX+8u//MtCB5j9fN111xX2k+VrwzNVpTsCIrA6YjgOBJYZHXSVECPvZdO0+xgbbGQ5nWVCxoSTseEQJOaCboY0yoM/3sUTjxQ2XSTZhFjxIRSpto0jgeUX0Xgj2QZPv1jGG4YUqWEEIko2Nf5+E+xdbE1hQ7akTjRZLCC1OGHFyJjTZRwILLs9sqmRbWPhrw/OIbBSHpfmBYZnFZtmIyq8KzYb5fiUiPAPFmjCTdjoEu7hr4LvIzdTrzI0JgQWmziuBkevWsgeOEBicfqMJyueeikvRzPOyPWCS7tPVkwduLgzN0ny7TdPMYGFOz3jj5yxCTQ3ez8eNt+9gT7k8R8XAos1gATurA1gCzltnnkceJjOtrWPMfeeVuapEHtm1RFYXtfbONv6zWETawsy5zcIqVAeSzfAYYYIrHwNliKDGG+8Z8Hd52UqI7Da2g+jIrBS19sjP9jJXEjAAVnsdewjBLz8NCWwTKd1JRDatNfGh/HgUJYUGrHuxNuRTfQQNq9DJ7C8ZzKHaRDqbUob27fN+IvAajM6v3snlQ6jrrZYz1gdcf4zTywT+g6x3nY9s2+kPAJ9ahD2Q6TfiXOwWSoQ0nFw0DSEqJU6nIf+uwisjiM0KQRWVe6mJgZByigjXA/vADZXGNnkAmh7i9a4EVhsTsltg1Kj301vSCk78WzigWUnk1UnWakkwPYN703np4uRMU3ko+N0q3x9HAisFBGVg4m9Z7lKCPmpI7A49eEkkVAwXyxsCS8M2xzbv7HJIMzDhw/Zu4SvIkOcMBnxZfIJ2eXJsJw+jfyZMSGwDAeIZMI9OUm0HHX2G15teO5hGOHlQLG8WHi9lt1ix3NGTPqNQJuk26kN5ZDHf1wIrJRnlf0b5DJksV24YiSibfR9fo84N1YVgVU2X++///6CpCZcxw6g7N8wuFNeo2UExMjnd8UHxi2E0LD2F+iQXxJvNzwx63JglUFRZj+MisBqe5iV0kd9E1jeWzTGy/JH5h7uxu31hAtkC2Q0YZlz1AO5Yn4MncBqaueXdbWt7Vunu/qQ17pvdP193DywmvQ3JrDsEIV1Eg9Qs5HMQ5X1zsJQ265nVfshi3Ji3Y5TAXj7DmcN1uUyG7sJBno2BBFYHaVgphNYeHH8+te/LjwH2DCz8SIkxm+0WYxwBWZiUyxxJ2FnO+64Y5EzJ3ehb7qwlRlBTQggIwpQht6DKbVBiMXJwoPIP4OsxMlZ4+dz8OSdJu3P2awayWi5sDCa6wzInP53nF6NXp8JBFYTD6xYXg1Mm0OEA5o8m1cWOUEsR10MPl46lifHEo7XhZw0GsC+Hx4zAst3n40sITXXXHNNkVcBvQrJiDek6ZHcTW2KnK7TCYw1hBoyhPcW4ee0gfFOeWCVJX3ue0ib1DcuBFbKewMiGcIy9j4wPU1IMN6VbJzJj4dRHt9OWEVglY1XihS3sGdCImiPhaH6sbCNojyw8iW0THcy5wi3u/DCC6eSkRNeCPbcRFl12UOu/TAqAitn/NFttJPN3t13313kzLKk7qP0wGpLYOW2l/nGBtW8aCHDsIOZq4Tptj20zZeo/CeHTmB5UryLB1bdOgdiKds3XotHIa/5o9XuyXEjsHIOwstuISQ1BmQ/Xo7maQVqto76SIS261nVfijHDvYk91DSrrSTrOG8JQKr41iMA4Fl7DAu/imPjDIIyias3bRiN9L59wkd5HfyqPhbbFAwF1xwwdSNR/4dksASjrjJJptU3hrDO14J5BhLZljHyrEJAdSWwLKknnis+KT2Md5t8GzS/pxFPKWARWDNOlJ/t8FaYdMlF++kMaYzB1YTAqvKuE91WARWCOGo00NYd59O8pD7MvnJOAQAd/IJ4ukAyZSzqU0ZfSmdgDcPIWTkcSFHBDfFWuHQgfBuLgYQgfU7VP5xq4+EnVb43UUlXYt5VmHYcrECp8WEbcdhuZaQFtILwgpSk6TbrJ0xudQXgZVzdXnZetQVl7bvj6sHlvXXQglJ0UDY5hvf+MbSud7GfphuAiu+8Qu5tULSdcidhx9+eJYQ1Dr7I5YNs/XKPMZTslRm27VpL/Wjp9lAc+gAQef7ePjhhxfejeZN2Va2+3hv6AQWfUzl/Wza97a2b5vxbyqvTfvS9PmZRGCBjR3UWRghY4j3Mjcqe4+ntutZVwKLNubIY9NxnsnPi8DqOPrjQGB50if3FkJgSU1YS0bOBoccLcTz4rFBAln+1N1iQ72EIt10003FbX0oHRZ6PJPIHYChVldMCeSczJTlRWhCALUhsMqStsd9a4tnk/bnKE07heJ6dgtZqVuQ5YFVJ6mz/97XLYTUXBdC2ITAspAliOYmoYA5J0/NUerpjTHwwMK4Ih/CO97xjto8cnF+QZIU5xBYZtj5EOKUTvDJ5PHE3HzzzQvdvuKKKxbhMIQ2Wh0YiZQhj/+4eGCBo+lfbsJlo4snB2QVJBVJ262YZwJEF4dREAF4aqVCSPsisIx0J3F/WXJsEVjNdVbV3PG3ZHELJbhja8YeWG3th+kksHwaBUJ5yENDWDu3ThMi+/rXv76Qc3L4dfHAsjm03HLLZd9CmLLt2rbXSwDjB9kPEXnWWWcV3quUOEdPc6np541xILAsNyBrUc4thOhL9jesVZCY6M02ti+3s1raj1HKaz8jWV7LTCOwLFwQRJAXbFlyucZh+G3Xs64Elt+Hx+H+o5aFSa1fBFbHkR0HAosuWrJfcttgJCyzzDK1PU9NWDsVia88tsoIN8FDgPq9B1bZxzDAuXb05JNPzk4AaydtdTcXWl4fni+74SknCXpTAstfwYtnGXiUXZvaFs8mBJY9W5UDi80puRv87VMisGaV2j48sHyyR/Okqbt5007jY8O8TwKLcDE2zYRzNEnGPmQCI4wBgWUu7oSZ1CX2jLHGcwFDjRvLynJgsRlDx6Bjq3Jg+fH3t6T6GZDyZh3y+I8TgWWeVXi5kT+HucjhEOGBXL7hixGSn/rUp4ow0y9+8YvJnBp9EVhGbtOOmFCjXT4XW45XdK3h0cMD4+6BBQSenOI2asb6a1/72iwhhG3th7YElpFE5Izy9l0VUWDyw4USKU/0Mvmpsz9iMbHkzEQGxLc4lolUyrZr296yb9A/7G9u8Yxx60HUW1UxDgSWERJEjqQuj4g7bkmy11xzzalw6ja2rx0yjlpeWw1cg5dmGoHlbWsIIryUWUv/9V//tTjksdJ2PavSR7Z+E8pflgMLxw3WdVJ3KAdWA0GueFQEVkccIbBwGR5VIU8USXq7Fk+qHHrooYVhXOXKDBHFVaAsChYyUpd/ioUaIopE7T4HFgb2aaedVrhPp263yjkl8f03I4qNf1Vonr/RJ/buakIANSGw/Mkpm1I2lmU3K7bFEyyatL/JTSxNTkDlgdVuVpJHCjKRENP4yu24RgtDxYiLjfI+CSxPdGBos9DGpCubHn6DnOYqdDwuh0xgjAOB5Y10CCY8sVJkN+PDnAd/nwct9xZCdKYnJmOda+OI/NXdVKoQwt/N0j5DCM2zCi841kg8bsrIIBurLbbYogjzRA+kPBT6IrAsvwh2TurmQrvp8sorr8w+hGqnOfPfmgQCi956r0hyj+HhbuHbXeyHMgLL0k3w31gPlNl3tLPKhjM59DahH8ky+WlKYHm8+H/sZm5n9bde++8i1+hEbDS8TK2/bdqLtxVrObqb/8Y3jA1tnRwHAsvbubvttluBa9nBuyd7OazhcJtxb2P7thl/39acXE75mqz9kzONwAIp89o76qijCg8sLsWJ9Vjb9axKHzW5hTDXo7D9yM+cN0VgzZyxnuVED2OC3BkYwf6EFwPpm9/8ZnG6hnG88847Fyf3bFb9jUcHHHBA4a6LFwAFYwpXaTbZMNzeWLFNFmGCuIlzQmJGxZ133lkkLGUB4pSFZJd1BQWElwCkFIkyufYdoo/E47SRdnNKzWkxhgOEGq6kfmNoyujDH/5w4I+1J0UK5BJY3vUc93g8KqputWmLp18sc9oPqUZb2ORAqn384x8P5Cqj4KXGRonxjgm3OgNSBFadpJb/7jcmeDNyvbbdnGLzicTZzCduC0x5PJpcsgHwV3eXyau1JpXEnd88scaJP0S3JZ7l9J85hxeO9xwbmmE+C+Jj4IHldQZzkZvH0Mtcw45eZu4+9NBDBXlFbioOHZirGEEUPKcgExkXZATi0QhzyDHCgfmNk0ieswTc8YbTThAvvvjiQube+c53TulL6kG+MAQpIrB+J2V9Elim0z/5yU8WeoCkwWUnueZZDKnN+DNWjEl8bXdfBJZtDD70oQ+FxRZbrNhIkuOSNROiAwLgq1/9aoGJPLDy14Qc3ekPxKxmI7C62A/2bXSFv1nSk2LoEm49RWeQTwbdgEd5bN/RrioCy76FbYk3BBf3IDu0n9vD0Df0KZafOvsjhXQc/sdGlvlBOJnZeGCKFwQ55khjgQ370Y9+NBx00EGFzmvTXu/9RV1813Qt9ir6k/Uz1+s6X4raPTkuBJY/eN9www2LcYKUNFseueTiGXQQh+0QXf6m7za2b5vx9za5CKxmMtlkntflrzIvp/vuu68gsNA12D1xlAP1NF3P6tpJigecNNjL4vzBpSd8F53EBWfoTtN3++67bzOQ9HQSARFYM0wwIHdYuHFhxBBmQ2S3jmGM3nbbbQUiLOrE6x988MGz3J7iPUJ4BpdoCptsFosDDzywuLWKDZHl0sEoItwBAoVC7iwMJ4xv4pFpA0mJ8SwoC7WLh4m2YkjjUl9V8FjA2yW+AcaYet6l/xB1GBfcqIhio5iLfC6BZdez4u1gfSxrG4sxxBsKDbKAzUgunrahOOSQQ4rq69rPM+DFqT6bWRtzNjyMGzJhtw96wq1OYYvA6qY8MLwgE8GfPUVpAAAgAElEQVTRzwvmy+23317MT5uHzI349i+/2WDcIIiZR0sttVQhw01yYFlPrr766oLwxYhbfvnlC+IaQ8DaQz4WbnvhVk1KziasG0od3h4DAoveoTfxUOWgwCdOj3vOGH/sYx8Lu++++yxeBRCPeNRiwJsO4USwbMyoN95wxkQa32L8TUfz93322afwsLUb8Oaff/5Bj/84hRAyJpbjjPHca6+9ikMHDmVSxULH+K3sRqM+CaxYPljfILNYPyjkruTGTBFY+foqV3d67xJq97cQtrHHqMMT1owlB27oEPS6be4gqkwP8P+EVpGjjXEm/15uCGFMwpltZPYmtgcX+VAf6xf2GqXO/ihDGlnFGxD7kFyrFOsHeWjM5uHfsfs4QKVNnuCCcOJ9vy7XtZdvQV5Qv+lhbCy7uXe77bYrDhRYU+d0GRcCC5z8ISt/T2HLv7P3gCSIIx6a2r7TLa+jkoWZ6IEFln5tTHkM80yb9axOH1EnlzfgAeh1p+kN9l3sqUnTkrvPHZVsTEq9IrAmZSQb9gOvDbyUuKoZdpiNEwsDCTbZIOFBtcQSSyRrjW9awTjYaaedihMsFmdO2TBkvfJgE0xIH9ecQtYwwdkgkecDowgDqszVu6xrLDTURc4DSCMj3zBGMIhgubl2fu65556tCt6F/MLrC0MSzweMi//P3p3ASVGcjR9/lvu+NijKqUZBYjj+eEA0GEHFKAYUVE6VgCIiKpIogkcUQSIvAgriATEieHEJHm9QwKCioPACmoCAQcAjHAIil8AC/89T0OvsMLM71Ts12z3z64/7wWWrq6u/1TV0PVuHvuD4DWDZ7OQWOQ3Ij6dN+b2b1zrQ+tYXYB0Vp3Wu9d2+fXtjFR3kK+gDmwCWZaOLkVzrRINGGsDQ3wrrM6TtUEc46G5k2hY1IBXv0Jdj/c3uP//5T/Oip3P/f/3rX/sOYOl1NPClbeqNN94wbUr/4dVOhq4joGWK/G1Wop2wwkv5yCEkASzvznSEwj/+8Q+zW6v3mezZ63OgQY14n8n6m2pdEF5HwXoBUW3b+rmmn83Rv4GMNWIi1s5LLVq0MNfVzwhvUVQNnOovQXTaTZDrP2wBLG8dMq1DDSLrL1/i/Zvo/QImcupTdAtJZgDLe+mP3KVS/w3S9wT99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" width="640" /></p><p style="text-align: left;">Of course, this assumes that we <i>want</i> the same electricity supplied as in Scenario 1, and that Scenario 1 is somewhat accurate. Even if these assumptions turn out to be wrong, <i>the point is</i> that an increasing percentage of intermittent renewables within the same total generating capacity (i.e. 7000 MW) will deliver less electricity than a system with a higher percentage of non-intermittent sources, unless the dispatchable sources all run harder. </p><p style="text-align: left;">Finally, let's look at Scenario 2, "50% renewables" in terms of actual renewable percentage on the basis of energy delivered/supplied:</p><p style="text-align: left;"><img height="396" 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" width="640" /></p><p style="text-align: left;">In Scenario 1 we had about 40% renewables by capacity (1,470 MW of hydro, 1,050 MW wind, 241 MW solar) which would end up delivering 32% of electricity supplied from renewable sources. </p><p style="text-align: left;">In Scenario 2, we add 10% renewables (+565 MW wind and +174 MW solar, replacing 739 MW of gas) to get 50% renewable by capacity. This works out to about 37% of electricity actually supplied. </p><p style="text-align: left;">Again, it's marketing to talk about MW of capacity. I'll repeat this absurd example from a previous post: you could install 1000 MW of solar in a deep, dark mine and add that to your generation capacity, even if it's impossible for those panels to produce. </p><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>Scenario 3: What if 50% of the electricity <i>supplied </i>was from renewables? </b></p><p style="text-align: left;">You might be wondering what it would take to <i>supply </i>50% of our electricity from renewable sources. I wondered about that too! </p><p style="text-align: left;">We have to work backwards from the other two scenarios. We'll start with this mix of sources in 2030:</p><p style="text-align: left;"><img height="396" 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" width="640" /></p><p style="text-align: left;">The basis of this scenario follows: I continue to assume hydro doesn't have much room to grow, so much of the growth will come from wind and solar. I used the same wind-to-solar ratio as 2027 (which was a credible projection in the 2021-22 annual report). We'll keep Boundary Dam coal, keep "Other" unchanged, and natural gas will take up the slack. </p><p style="text-align: left;">The final assumption is that in 2030 we'll want the same total electricity <i>supplied</i> as in Scenario 1 and 2. This will mean we have to discard the 7000 MW generation capacity from the first two scenarios and figure out what it would take to supply ~31,300 GWh with this mix. Working backwards we get generation capacity mix: </p><p style="text-align: left;"><img height="396" src="data:image/png;base64,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" width="640" /></p><p style="text-align: left;">Takeaways and insights:</p><p style="text-align: left;"></p><ul style="text-align: left;"><li>50% renewable energy could be supplied from 62% renewables by capacity. </li><li>The first major challenge is this model requires more generating capacity (8,035 MW) to supply 2030. The generation network would be overbuilt (capacity-wise) by 1,035 MW over Scenarios 1 and 2. All this extra capacity would increase costs to consumers. </li><li>The other major challenge is that in 2030, available dispatchable power intersects and nearly crosses below Peak Load. This means that if (or when) the highest-demand day of the year is super cold (wind turbines suffer losses in the cold and are <a href="https://www.nrcan.gc.ca/energy/energy-sources-distribution/renewables/wind-energy/wind-energy-cold-climates/7321" target="_blank">often disabled in extreme cold</a>) and super dark (it's nighttime), <i>intermittent renewables</i> like wind and solar provide no electricity, and our entire provincial dispatchable fleet (coal, gas, hydro) would have to be running at 100% capacity, with <b>no slack in the system</b>. That means no power plants could be down for maintenance, and they all must be completely reliable. </li><li>This model would require approximately 1.7 million more solar panels than in 2027 and 1,300 km^2 of land dedicated to wind farms (including turbine spacing). </li></ul><div>Someone on Twitter was not understanding the relationship between gas and intermittent sources. I don't know how to make it any clearer than p14 of SaskPower's 2021-22 Annual Report! </div><p></p><p style="text-align: left;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEhCJIkiHMsNAj7tpXHACqEjDZe1TXenWkh2ruP3wbf1BnOtHXIwjaUS6UaogG7yC0DKm_ZbQBPRTCLMqrI3HDshrKWARWlooEQy-Dp10o2BOAw6HuwU-VOJQYR_EsYhXEipPPHx6Wv4yZ8FzK1k4XrkAyOx6CmrenrmJjBMSRJXh19Mf1deb05Xj1G24w" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="462" data-original-width="502" height="294" src="https://blogger.googleusercontent.com/img/a/AVvXsEhCJIkiHMsNAj7tpXHACqEjDZe1TXenWkh2ruP3wbf1BnOtHXIwjaUS6UaogG7yC0DKm_ZbQBPRTCLMqrI3HDshrKWARWlooEQy-Dp10o2BOAw6HuwU-VOJQYR_EsYhXEipPPHx6Wv4yZ8FzK1k4XrkAyOx6CmrenrmJjBMSRJXh19Mf1deb05Xj1G24w=w320-h294" width="320" /></a></div><p></p><p style="text-align: left;">It's unlikely the lights would <i>actually</i> go out if intermittent renewables failed to meet demand on that cold, calm, dark day. SaskPower could import power from neighbouring provinces and states (assuming they are also not running on razor-thin, renewables-heavy margins). That would also increase costs as imported electricity is 2-3x more expensive than electricity generated in-province (see image below).</p><p style="text-align: left;"><img height="396" 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" width="640" /></p><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>Costs and Ownership</b></p><p>In Saskatchewan, 98.2% of wind power and 100% of solar power is privately owned, either by large Independent Power Producers (IPPs) or in the case of solar, customers of any size. SaskPower pays these producers to supply electricity. </p><p>As a public utility, SaskPower is not allowed to make a profit or a loss over the long term. Private power producers, on the other hand, are all about profits. We can reason that wind power is even cheaper to operate than the above chart shows, because a fair chunk of that green bar SaskPower pays for wind electricity is profit for IPPs. </p><p>Missing from this cost data: capital costs and OM&A (Operating, Maintenance, and Administration) costs for the grid operator (discussed a bit on a previous post <a href="https://blog.brahm.ca/2022/07/saskpowers-2021-22-annual-report-more.html" target="_blank">here</a>). </p><p>These OM&A costs are important, and it's too bad SaskPower doesn't break them up by generating asset (it's one $700M chunk in the 2021-22 Annual Report) - they would help us understand the <i>system costs</i> it takes to support, integrate and work around intermittent renewable energy sources like wind and solar. These include backup costs (gas assets on standby for calm, dark days), balancing costs (juggling the high variability of weather-based supply with end-user demand), grid costs (all the infrastructure) and connection costs. </p><p>In other words, for an IPP to throw up a field of wind turbines and crank out MWh (when it's windy) is easy (low cost), but it's hard (expensive) for a grid operator to back that capacity up, balance it with all the other variable sources, and build thousands of km of new transmission lines to connect that infrastructure to the grid. </p><p>The Netherlands published a <a href="https://www.rijksoverheid.nl/ministeries/ministerie-van-economische-zaken-en-klimaat/documenten/rapporten/2020/09/22/possible-role-of-nuclear-in-the-dutch-energy-mix-in-the-future" target="_blank">fascinating study</a> where the feasibility of low- and zero-carbon energy sources were evaluated for their long-term energy supply mix. After accounting for system costs (backups, balancing, grid and connection costs), wind and solar's "levelized cost of electricity" (LCOE) came out as more costly than nuclear (note SMR and EPR both refer to nuclear). </p><p></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEi9Fj9PcxCk_qRE_0Nhgse08ZTy_rUg3EuYqFurX1I2VlH2EuNwKW01q23n2pDgICFc1abapXpOGhAGhNNCJ2i60qG-OfZEyd11M5EfKe-8RS7yZY0NKfBP0jTbgUQUgQL7S0Jc3DwqBEfE2H_id4G0DtNF7fhYG-4QRRrovT5WwL4Y_PAnne9A9KKpEg" style="margin-left: auto; margin-right: auto;"><img alt="" data-original-height="424" data-original-width="670" height="406" src="https://blogger.googleusercontent.com/img/a/AVvXsEi9Fj9PcxCk_qRE_0Nhgse08ZTy_rUg3EuYqFurX1I2VlH2EuNwKW01q23n2pDgICFc1abapXpOGhAGhNNCJ2i60qG-OfZEyd11M5EfKe-8RS7yZY0NKfBP0jTbgUQUgQL7S0Jc3DwqBEfE2H_id4G0DtNF7fhYG-4QRRrovT5WwL4Y_PAnne9A9KKpEg=w640-h406" width="640" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Note: VRE = variable renewable energy. I've been using the term "intermittent"</td></tr></tbody></table><br />These hidden system costs of grids with high percentages of intermittent renewable sources will end up driving up costs to ratepayers. One author puts it this way: "What's more expensive? A grid with 100% controllable [dispatchable] energy, or a grid with a 100% controllable energy plus a bunch of intermittents mixed in?"<p></p><p>Here is a pair of charts from Goldman Sachs (<a href="https://www.gsam.com/content/dam/gsam/pdfs/us/en/fund-resources/investment-education/Energy_Market_Update-March_2022.pdf?sa=n&rd=n" target="_blank">source</a>) illustrating the apparent contradiction between the "renewables are cheap" narrative, and the price of power in countries with high percentages of intermittent renewable energy. </p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjOiXnWSrqPHPGMWCDA-5GBMHKFdaS2oJsgnCaBwuI3DugaB0XC2U4twRASWKjzthNaONhUNjCCxqGUJczcsEN3mtsigjkgYLNayxpKoFjW4vPHa_CTNwaTLL5tBao8MVYPPlNqeBgyIuwFT4AO6gwbWXlwA8WYtPVeQVEzXEfA5JsspVwWrynohmvYWQ" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="872" data-original-width="1135" height="492" src="https://blogger.googleusercontent.com/img/a/AVvXsEjOiXnWSrqPHPGMWCDA-5GBMHKFdaS2oJsgnCaBwuI3DugaB0XC2U4twRASWKjzthNaONhUNjCCxqGUJczcsEN3mtsigjkgYLNayxpKoFjW4vPHa_CTNwaTLL5tBao8MVYPPlNqeBgyIuwFT4AO6gwbWXlwA8WYtPVeQVEzXEfA5JsspVwWrynohmvYWQ=w640-h492" width="640" /></a></div><br /><br /><p></p><p><b>Conclusions / Wrap-up</b></p><p></p><ul style="text-align: left;"><li>SaskPower's habit of talking about their generating assets and future renewables mix in terms of instantaneous supply (MW, and % MW) is somewhat misleading. "40% renewable" assets (Scenario 1) would end up supplying about 32% of electricity, "50% renewable" (Scenario 2) would supply about 37% of electricity. <br /><br /></li><li>In Scenarios 1 and 2 (which both seem possible), the percentage of electricity supplied by natural gas will increase by 13 to 20% over current levels. This will displace coal (unquestionably good) but may pose its own risks: gas prices are increasingly volatile, Saskatchewan is a net importer of gas so it may affect local energy security, and gas is potentially subject to future climate regulations and taxes. For more, <a href="https://blog.brahm.ca/2022/07/exploring-saskenergys-227-rate-increase.html" target="_blank">my previous post</a> about SaskEnergy and gas prices increasing by 22.7%.<br /><br /></li><li>Scenario 3 is unlikely and highlights how dispatchable energy sources like natural gas are required for backing up intermittent sources like wind and solar, and how intermittent sources need to be overbuilt relative to dispatchable sources. <br /><br /></li><li>As I said at the top, there are likely assumptions and omissions in the data I've reviewed, and errors in my scenarios. So, this is more of a factually-grounded thought experiment than concrete fact. I am sure SaskPower has a whole team of smart people working in generation supply mix! <br /><br /></li><li>It is not easy to account for or show the costs of intermittent renewable energy sources. SaskPower's recent annual report is not granular enough to draw any firm conclusions. There is little dispute that renewables are cheap to build and operate at the plant level. <br /><br /></li><li>I am keen to see how the next few years of new energy projects will either enable Small Modular Reactors or work against the business case. By diversifying our energy supply mix with a few hundred MW of nuclear energy, Saskatchewan could improve energy security and stability of supply, and dramatically lower greenhouse gas emissions from the electrical sector. See <a href="https://blog.brahm.ca/2022/08/ge-brwx-300-in-saskatchewan.html" target="_blank">my previous post about SMRs</a> in SK and what we know about SMRs today. </li></ul><p></p><p><br /></p><p>If you made it this far, thanks for reading! As always, I am keen to know about any corrections or constructive feedback. </p><a href="https://docs.google.com/spreadsheets/d/19SJ0qSULYs4nlrIcNP67vaYbNbDe7n-6GSd1CNtfVWQ/edit?usp=sharing" target="_blank">Spreadsheet with calculations, sources, and assumptions</a> <p></p></div>Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com0tag:blogger.com,1999:blog-6835776463130464454.post-70417226161912084732022-08-01T15:40:00.005-06:002022-09-20T15:36:02.355-06:00GE Hitachi BWRX-300 Small Modular Reactors in Saskatchewan: Why, What, Where, When, Who, and How? <p>On June 27, 2022, <a href="https://www.saskpower.com/about-us/media-information/news-releases/2022/saskpower-selects-the-ge-hitachi-bwrx-300-smr-technology-for-potential-deployment-in-saskatchewan" target="_blank">SaskPower announced</a> they selected the GE Hitachi BWRX-300 Small Modular Reactor (SMR) for potential deployment in Saskatchewan. I thought this was quite exciting and set out to learn more! </p><p>Unfortunately the information available about the BWRX-300 online seemed to come in two formats: 2-page press release or 200-page regulatory document.</p><p>This post aims to hit the middle ground (so... 20 pages?) and answer the following questions, mostly in the context of a Saskatchewan SMR deployment:</p><p></p><ul style="text-align: left;"><li>How does nuclear energy work? </li><li>Boiling Water Reactors vs. Pressurized Water Reactors, etc. </li><li>What is Saskatchewan's history exploring nuclear reactors and how did we get to present day?</li><li>Why did SaskPower select the BWRX-300? What options were investigated? </li><li>What is the business case to build an SMR - or multiple SMRs - in Saskatchewan? </li><li>What is the timeline for SMR deployment in Saskatchewan? <b></b></li><li>Where will Saskatchewan's first Small Modular Reactor be built? </li><li>What would a BWRX-300 <i>look </i>like? </li><li>Is the BWRX-300 safe? </li><li>Who else is building the BWRX-300? </li><li>Where does the fuel come from? </li><li>Where does spent fuel, a.k.a. the "nuclear waste" go? </li><li>How much waste will Saskatchewan SMRs create?</li></ul><div>It would be ambitious to say this post has "everything you need to know" but I hope it can be good jumping-off point for people interested in nuclear energy in Saskatchewan. It is a huge info-dump that gets into many areas. </div><p>I've tried to cite my sources and provide lots of links. As always, let me know of any corrections or constructive criticism. </p><p><br /></p><p><b>How does nuclear energy work? </b></p><p>An atom is made up of protons, electrons, and neutrons. Recall from chemistry that the <a href="https://en.wikipedia.org/wiki/Atomic_number" target="_blank">atomic number</a> represents the number of protons in the atom: 1 for hydrogen, 2 for helium, 6 for carbon, 8 for oxygen, 92 for uranium, etc. The <i>nucleus</i> of each atom is made of protons and neutrons, and is orbited by electrons. Electrons are largely the domain of chemistry; nuclear physics is all about <i>nuclei</i>. </p><p><a href="The atomic number " target="_blank">Isotopes</a> are types of atoms with the same atomic number (same number of protons) and a <i>different </i>number of neutrons. Here are some examples: </p><p></p><ul style="text-align: left;"><li>Carbon-12 has 6 protons, 6 neutrons </li><li>Carbon-13 has 6 protons, 7 neutrons </li><li>Uranium-235 has 92 protons, 143 neutrons </li><li>Uranium-238 has 92 protons, 146 neutrons </li></ul><p style="text-align: left;">All isotopes of <a href="https://en.wikipedia.org/wiki/Uranium" target="_blank">uranium</a> are <a href="https://en.wikipedia.org/wiki/Radioactive_decay" target="_blank">radioactive</a>, which means the atomic nucleus is unstable and loses energy by <a href="https://en.wikipedia.org/wiki/Radiation" target="_blank">radiation</a>. Uranium-235 (a.k.a. U-235) is a <a href="https://en.wikipedia.org/wiki/Fissile_material" target="_blank">fissile</a> isotope, meaning it is capable of sustaining a <a href="https://en.wikipedia.org/wiki/Nuclear_chain_reaction" target="_blank">nuclear chain reaction</a>. Here's how Colin Tucker explains uranium fission:</p><p style="text-align: left;"></p><blockquote>If you can find a way to give a U-235 nucleus just a bit more energy, it'll probably give up and split into two smaller nuclei. [A] simple way to do this is to drop in another neutron - we could call this process "neutron capture" if we wanted to be technical about it. The neutron itself won't be carrying a lot of energy, but it will release energy when it joins with the nucleus - think of the noise you get when you snap a magnet onto a block of iron, and you'll get the idea.</blockquote><blockquote>That extra energy makes the U-235 nucleus pretty unstable. [The nucleus will split] into two smaller positively charged nuclei and will be pushed away from each other very strongly, accelerating to tremendous speed before bumping into other atoms and slowing down. Their speed energy will then have been converted into heat. [p9, <a href="https://www.goodreads.com/book/show/50878951-how-to-drive-a-nuclear-reactor" target="_blank">How To Drive A Nuclear Reactor</a>, Colin Tucker]</blockquote><p></p><p style="text-align: left;">When U-235 fissions it releases two or three spare neutrons. When neutrons go on to cause other fissions, we get a chain reaction. </p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi7LGWqS8-X9NMspsOMi6AmhGcK_YKbsuAblU4rO52FjlPieBJ_PfSdoVre1iiij5YdhC6_oorUlLcdcokgCWkTNOYL9VYClmyDVPc6VHEktK73pCZt8qmMZybr_CfdsqkKMIA6b-7hDZJY6mayk81vYp_9wELHT9q85br379cu3mqAS-mlonRsKa1PZw/s1233/01-800px-Fission_chain_reaction.svg.png" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1233" data-original-width="800" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi7LGWqS8-X9NMspsOMi6AmhGcK_YKbsuAblU4rO52FjlPieBJ_PfSdoVre1iiij5YdhC6_oorUlLcdcokgCWkTNOYL9VYClmyDVPc6VHEktK73pCZt8qmMZybr_CfdsqkKMIA6b-7hDZJY6mayk81vYp_9wELHT9q85br379cu3mqAS-mlonRsKa1PZw/w260-h400/01-800px-Fission_chain_reaction.svg.png" width="260" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;"><a href="https://en.wikipedia.org/wiki/Nuclear_chain_reaction" target="_blank">Image source</a></td></tr></tbody></table><p style="text-align: left;">When neutrons are released after a fission event, they're travelling insanely fast. So fast that the odds of bumping into a nearby U-235 nucleus and sustaining a chain reaction are lowered. A "moderator" is used to slow down those neutrons and thereby improve the odds of bumping into a nearby U-235 nucleus, sustaining a nuclear reaction. Water (a.k.a. "light" water) is used as a moderator in many reactor designs, but Canadian <a href="https://en.wikipedia.org/wiki/CANDU_reactor" target="_blank">CANDU reactors</a> use <a href="https://en.wikipedia.org/wiki/Heavy_water" target="_blank">heavy water</a>. The flow of moderating water through the reactor also serves as a coolant. </p><p></p><p></p><p>Why is heavy water used on CANDUs? Over 99% of uranium isotopes in nature are U-238, which are not capable of sustaining a nuclear chain reaction on their own (they are not fissile). Just 0.7% of natural U isotopes are U-235 (which are fissile). For many nuclear reactor designs uranium has to be <a href="https://en.wikipedia.org/wiki/Enriched_uranium" target="_blank">enriched</a> to increase the proportion of U-235 in the fuel, typically to 3-5%, to sustain the chain reaction. Because the heavy water used by CANDU reactors is a more effective moderator than "light" (normal) water, it is able to sustain a nuclear reaction (slow down neutrons) without enriched fuel. </p><p><br /></p><p><br /></p><p><b>Boiling Water Reactor (BWR) vs. Pressurized Water Reactor (PWR) vs. CANDU (PHWR)</b></p><p>Once you start reading about <a href="https://en.wikipedia.org/wiki/Nuclear_reactor#By_coolant" target="_blank">types of nuclear reactors</a> you find the acronyms BWR and PWR all over the place. This is intimidating to beginners but just remember: it's all about making steam. </p><p>In a <a href="https://en.wikipedia.org/wiki/Boiling_water_reactor" target="_blank">Boiling Water Reactor</a>, the nuclear reaction boils water into steam which is used to directly spin a turbine. The steam (which is radioactive) is condensed and recirculated back to the reactor in a closed-loop to be boiled again. </p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEinTm4s5w3oWzODDWgeL7O2tqtWuIjI6jghoLtAvVysDX2uOMDf8xHeApN7VlIW21PrUP8lknhR_XJTS2XLE5B4wi2ymCREoevqaCKK8FEOJoTH7441AhD7CXfEaaBwg6yVQURPz5yKa5QqiXpfomj6WnRUz1v2WMoqgnIazQB609uP9x8lay3sPqJSDA/s1280/02-1280px-Boiling_water_reactor_no_text.svg.png" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="808" data-original-width="1280" height="253" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEinTm4s5w3oWzODDWgeL7O2tqtWuIjI6jghoLtAvVysDX2uOMDf8xHeApN7VlIW21PrUP8lknhR_XJTS2XLE5B4wi2ymCREoevqaCKK8FEOJoTH7441AhD7CXfEaaBwg6yVQURPz5yKa5QqiXpfomj6WnRUz1v2WMoqgnIazQB609uP9x8lay3sPqJSDA/w400-h253/02-1280px-Boiling_water_reactor_no_text.svg.png" width="400" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;"><a href="https://en.wikipedia.org/wiki/Boiling_water_reactor#/media/File:Boiling_water_reactor_no_text.svg" target="_blank">Image Source</a> by Robert Steffens</td></tr></tbody></table><p>Since the BWRX-300 is a BWR, if you're interested in learning the details of just how a BWR boils water with nuclear energy, I recommend <a href="https://www.youtube.com/watch?v=_finjCmeyHc" target="_blank">this 20-minute YouTube video</a>. </p><p>In a <a href="https://en.wikipedia.org/wiki/Pressurized_water_reactor" target="_blank">Pressured Water Reactor</a> (PWR), the reactor heats water in a closed-loop primary circuit. The primary circuit, which is under high pressure to prevent boiling, flows through a heat exchanger which generates steam in a separate secondary circuit, which spins a turbine to generate electricity. </p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhf5uF_Si0ZT8UWz2FmIEzoyDCJbCYBZYdWgYmU0LDX6VGYB_PsExHa4WHbTR6g43jTKoyR0WJFQ8nBCYoGPnbjadW9sHYk4wDU0s-JqXR-vm679W8-WXk4r_az_FdFruq2UMZ6kKdEeYD1UjvyXRUIO-54UDbtRL1Zi8X_ttGb7wECllHgXSCzaKjuIg/s625/03-PressurizedWaterReactor.gif" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="323" data-original-width="625" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhf5uF_Si0ZT8UWz2FmIEzoyDCJbCYBZYdWgYmU0LDX6VGYB_PsExHa4WHbTR6g43jTKoyR0WJFQ8nBCYoGPnbjadW9sHYk4wDU0s-JqXR-vm679W8-WXk4r_az_FdFruq2UMZ6kKdEeYD1UjvyXRUIO-54UDbtRL1Zi8X_ttGb7wECllHgXSCzaKjuIg/s16000/03-PressurizedWaterReactor.gif" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;"><a href="https://en.wikipedia.org/wiki/Pressurized_water_reactor" target="_blank">Image source</a></td></tr></tbody></table><p>A <a href="https://en.wikipedia.org/wiki/CANDU_reactor" target="_blank">CANDU reactor</a> is a Pressurized Heavy Water Reactor, which is similar to a PWR in that a primary circuit of high-pressure (heavy) water is run through a heat exchanger to heat water in the secondary circuit, which spins the turbine. Because the reactor uses heavy water (a more effective moderator), natural uranium can be used as fuel (though my understanding is the fuel is typically slightly enriched). </p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhDDumiIvqNiVhsaAF9yXN9aMWWYntI0QFRkw7ilk-yGyg6EHIZD9tyDcRdN3rSmu9Qq6FRZoNN02GDSpyDjGdBv9y8A-o2hr6mkwkkgSUbCiRAEvEHVtHpyK8pJAlPltYg59dc_8Ujq9XnRatUmpjBnkU-MgBJ6eCkQG7lGhkYSSzzLs448krrnHkIsg/s1024/04-1024px-CANDU_Reactor_Schematic.svg.png" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="832" data-original-width="1024" height="325" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhDDumiIvqNiVhsaAF9yXN9aMWWYntI0QFRkw7ilk-yGyg6EHIZD9tyDcRdN3rSmu9Qq6FRZoNN02GDSpyDjGdBv9y8A-o2hr6mkwkkgSUbCiRAEvEHVtHpyK8pJAlPltYg59dc_8Ujq9XnRatUmpjBnkU-MgBJ6eCkQG7lGhkYSSzzLs448krrnHkIsg/w400-h325/04-1024px-CANDU_Reactor_Schematic.svg.png" width="400" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;"><a href="https://en.wikipedia.org/wiki/CANDU_reactor" target="_blank">Image source</a></td></tr></tbody></table><p><br /></p><p><br /></p><p><b>What's Saskatchewan's history with nuclear reactors and how did we get to present day?</b></p><p>Maybe recent SMR news has you asking how we got this far. It turns out that SaskPower has been studying nuclear power since at least 1972, according to their <a href="https://www.saskpower.com/Our-Power-Future/Infrastructure-Projects/Construction-Projects/Current-Projects/Planning-for-Nuclear-Power/Technology-Selection/Historical-Reports" target="_blank">historical reports page</a> (see also: <a href="https://www.saskpower.com/Our-Power-Future/Infrastructure-Projects/Construction-Projects/Current-Projects/Planning-for-Nuclear-Power/Reports-and-Studies" target="_blank">more recent reports</a>). For a long time they have been doing their due diligence as a utility and evaluating potential options. Here's a partial timeline: </p><p></p><ul style="text-align: left;"><li><b>1972</b>: B.H. Hamilton writes a high-level report, "<a href="https://www.saskpower.com/-/media/SaskPower/Our-Power-Future/Our-Electricity/Nuclear-Studies/Report-SupplyOptions-Nuclear-ReviewNuclearGeneration-1972.ashx" target="_blank">Review of Nuclear Power Generation</a>". It is a review of technology and economic assessments available at the time. It's more background reading about nuclear than anything specific to the province.<br /><br /></li><li><b>1975</b>: A preliminary report titled "<a href="https://www.saskpower.com/-/media/SaskPower/Our-Power-Future/Our-Electricity/Nuclear-Studies/Report-SupplyOptions-Nuclear-Considerations-1975.ashx" target="_blank">Considerations for Siting A Nuclear Powered Generating Station in Saskatchewan</a>" is issued and takes a stab at identifying a location for a 1000 MW reactor. <br /><br /></li><li><b>1991</b>: The Saskatchewan Electrical Energy Options Review Panel issues a <a href="https://www.saskpower.com/-/media/SaskPower/Our-Power-Future/Our-Electricity/Nuclear-Studies/Report-SupplyOptions-Nuclear-EnergyOptionsFinal-1991.ashx" target="_blank">222-page report</a> and position statement on numerous potential future power sources, including nuclear. <br /><br /></li><ul><li>Nuclear was described as "undoubtedly the most contentious option" but viable and "should be considered when planning Saskatchewan's electrical energy future". <br /><br /></li><li>Public feedback (page 42) contrasted benefits like zero-emissions and highly-concentrated, manageable waste streams against long-term storage risks, public perceptions, and then-recent disasters like Chernobyl and Three Mile Island. <br /><br /></li><li>It's interesting to compare how the report discusses the "potential utilization" of <b>coal </b>(on p75): "abundant low-cost... low-sulfur... clean coal [is] a considerable improvement on conventional coal... should be regarded as viable... possible support by the federal government for clean coal... <b>looks attractive from many viewpoints</b>"...<br /><br /></li><li>... with the "potential utilization" of <b>nuclear energy</b> (p101): "undoubtedly the most contentious... deeply felt concerns about nuclear safety... reactor accidents... the fear of possible adverse health effects... a viable option... must be viewed in a broader context than the simple generation of electrical energy and treated his way when making societal choices". <br /><br /></li></ul><li><b>1994</b>: A report titled <a href="https://www.saskpower.com/-/media/SaskPower/Our-Power-Future/Our-Electricity/Nuclear-Studies/Report-SupplyOptions-Nuclear-TechAssessment-1994.ashx" target="_blank">Technical Assessment of the Nuclear Option for Saskatchewan</a> found "a CANDU 3 will provide adequate protection for human health and environment... [and] an increment of additional protection belong that provided by the 22 CANDU plants currently operating in Eastern Canada." Cost objectives were "theoretically achievable" but allow "little or not margin for unforeseen events over a 40-year period of operation" - a tight squeeze, economically. <br /><b><br /></b></li><li><b>2006</b>: Over a decade later, SaskPower presents "<a href="https://www.saskpower.com/-/media/SaskPower/Our-Power-Future/Our-Electricity/Nuclear-Studies/Presentation-SupplyOptions-Nuclear-ExploringSaskNuclear-2006.ashx" target="_blank">Power Generation - Exploring Saskatchewan's Nuclear Future</a>" to the Sask. Association of Rural Municipalities (SARM) and the University of Regina. Then-economical nuclear plants had greater than 1000 MW capacity, which posed integration challenges for SaskPower's grid. "Build for export" was an option considered: a nuclear power plant operated in-province, with all power exported and totally isolated from the Saskatchewan grid. <br /><br /></li><li><b>2007</b>: SaskPower has Stantec Consulting Ltd. examine <a href="https://www.saskpower.com/-/media/SaskPower/Our-Power-Future/Our-Electricity/Nuclear-Studies/Report-SupplyOptions-Nuclear-Siting-2007.ashx" target="_blank">Preliminary Siting of a Nuclear Power Plant</a>, focusing on the Lake Diefenbaker and Lac La Loche regions. <br /><br /></li><li><b>2018</b>: Natural Resources Canada kicks off the <a href="https://smrroadmap.ca/" target="_blank">Canadian Small Modular Reactor Roadmap</a>. This collaboration between provinces, utilities (including SaskPower), and NRC is an effort to get major players in Canada pulling in the same direction. Key recommendations include demonstrating SMR technology, sharing (financial) risks between government, utilities and industry, proactively enabling safe and secure legislation and regulations, and building knowledge capacity and engagement across Canada. <br /><br /></li><li><b>2020</b>: Canada's <a href="https://smractionplan.ca/" target="_blank">SMR Action Plan</a> transforms the roadmap to actions, widening the stakeholder groups to over 100 organizations ("the federal government, provinces and territories, Indigenous Peoples and communities, power utilities, industry, innovators, laboratories, academia, and civil society"). The Action Plan defines actions around SMRs to enable clean, safe, and affordable energy for Canadians. Local participants include: SaskPower, the Government of Saskatchewan, Saskatchewan Mining Association, Saskatchewan Research Council, and the Sylvia Fedoruk Canadian Centre for Nuclear Innovation. <br /><br /></li><li><b>March 2021</b>: Ontario Power Generation (OPG), Bruce Power, NB Power and SaskPower deliver the report, <a href="https://www.saskpower.com/-/media/SaskPower/Our-Power-Future/Construction-Projects/SMR-Planning-and-Development/Report-SMR-Feasibility.ashx" target="_blank">Feasibility of Small Modular Reactor Development and Deployment in Canada</a> report. This document evaluates the feasibility of SMRs in Canada, considering economics, available technology, and federal, provincial, and industry support. <br /><br />One key detail from this report is Saskatchewan is considering not one, but <b><i>four</i></b> SMRs. The site of the first SMR would be sized and licensed to accommodate the second. Details are not given about the third and fourth. <br /><br /></li><li><b>April 2021</b>: <a href="https://www.saskatchewan.ca/government/news-and-media/2021/april/14/small-nuclear-reactor-study-released-alberta-signs-smr-mou" target="_blank">Alberta joins the inter-provincial SMR MoU</a> and is welcomed by Ontario, Saskatchewan, and New Brunswick. <br /><br /></li><li><b>December 2021</b>: OPG announces the selection of the GE-Hitachi BWRX-300 SMR as the preferred technology developer for Ontario's first SMR, to be constructed at the <a href="https://goo.gl/maps/dGt5XmAH91ceN14g9" target="_blank">Darlington</a> nuclear site by 2028. See also: <a href="https://www.opg.com/powering-ontario/our-generation/nuclear/darlington-nuclear/darlington-new-nuclear/" target="_blank">Darlington New Nuclear</a> site. <br /><br /></li><li><b>March 2022</b>: The Governments of Ontario, New Brunswick, Alberta, and Saskatchewan publish <a href="http://publications.saskatchewan.ca/#/products/117374" target="_blank">A Strategic Plan for the Deployment of Small Modular Reactors</a>. The document identifies "key actions the provinces can take to enable a decision on whether to proceed with SMRs."<br /><br />This document is probably the most current and comprehensive snapshot of the state of SMRs in Canada (as of this post). Worth a read if you're into the details! <br /><br /></li><li><b>June 27, 2022</b>: <a href="https://www.saskpower.com/about-us/media-information/news-releases/2022/saskpower-selects-the-ge-hitachi-bwrx-300-smr-technology-for-potential-deployment-in-saskatchewan" target="_blank">SaskPower announces</a> the GE-Hitachi BWRX-300 has been selected for "potential deployment" in Saskatchewan. <br /><br /></li><li><b>July 27, 2022</b>: <a href="https://www.cbc.ca/news/canada/saskatoon/small-nuclear-reactor-site-selection-process-1.6532989" target="_blank">SaskPower pushes the plant siting decision</a> for location of the first two SMRs to 2024 (deliverable was originally planned for 2023). </li></ul><p></p><p><br /></p><p><b>Why did SaskPower select the BWRX-300? What options were investigated? </b></p><p><a href="https://www.saskpower.com/Our-Power-Future/Infrastructure-Projects/Construction-Projects/Current-Projects/Planning-for-Nuclear-Power/Technology-Selection" target="_blank">SaskPower considered 3 SMR designs</a>: </p><p></p><ul style="text-align: left;"><li>GE-Hitachi's <a href="https://nuclear.gepower.com/build-a-plant/products/nuclear-power-plants-overview/bwrx-300" target="_blank">BWRX-300</a></li><li>X-energy's <a href="https://x-energy.com/reactors/xe-100" target="_blank">Xe-100</a></li><li>Terrestrial Energy's <a href="https://www.terrestrialenergy.com/technology/" target="_blank">IMSR</a> </li></ul><p></p><p>The evaluation weighed factors like safety, technology readiness, generation size and type, and expected costs of electricity. </p><p>The inter-provincial <a href="https://publications.saskatchewan.ca/#/products/117374" target="_blank">Strategic Plan</a> describes how Ontario Power Generation (OPG) and SaskPower have been working very closely together on the detailed assessment of the three SMR technologies listed above. So, it should be unsurprising that SaskPower selected the same SMR as OPG. </p><p>(Updates 2022-09-16) Check out a <a href="https://sarm.adobeconnect.com/plt0mrwjnde1/" target="_blank">presentation from SaskPower</a> to the Saskatchewan Association of Regional Municipalities from October 2021. There's a terrific speaker from SaskPower laying out the what, where, why, when, how to interested RMs in the province. The recording is nearly 2 hours but is worth watching if you're keen for great information straight from an informed expert. </p><p><br /></p><p><b>What is the business case to build an SMR - or multiple SMRs - in Saskatchewan? </b></p><p>The March 2021 <a href="https://www.saskpower.com/-/media/SaskPower/Our-Power-Future/Construction-Projects/SMR-Planning-and-Development/Report-SMR-Feasibility.ashx" target="_blank">Feasibility Study</a> is a great source of information. </p><p>SaskPower's long-term obligations include delivering electricity to customers at the lowest possible cost, <i>and</i> meeting all federal emissions regulations including the retirement of ~1400 MW of coal generation by 2030. SaskPower also has a self-set goal of increasing renewable power generation to 40% of their total generating capacity by 2030. </p><p>To achieve these objectives SaskPower "plans to add 1,118 MW of natural gas generation, 685 MW of wind generation, 190 MW of hydro imports from Manitoba and 183 MW of solar/other between 2021 and 2029." </p><p>SaskPower recognizes that building lots of new natural gas infrastructure in the 2020s will make further greenhouse gas emissions reductions difficult "until the 2040s". In other words, from an economic standpoint why would we need SMRs if we have a bunch of brand-new natural gas power plants? So the utility is evaluating SMRs <i>now</i>, along with other technologies like expanded solar/wind and expanded carbon capture and storage.</p><p>Key feasibility considerations and business case drivers for Small Modular Reactors include:</p><p></p><p></p><p></p><p></p><ul style="text-align: left;"><li>Competitive price for power. This is "promising" in the report, and more detailed cost estimates will be delivered as Ontario proceeds with its first-of-a-kind BWRX-300 deployment at Darlington. <br /><br /></li><li>Close collaboration with provinces and industry partners. Because Saskatchewan is new to nuclear power plants, they've partnered with and are closely following Ontario's deployment to reduce cost and schedule risks at home. <br /><br /></li><li>Fleet-based deployment. If the provinces can create a pipeline of SMR projects that continue getting cheaper and more efficient to construct with each new plant, that improves overall economics. <br /><br /></li><li>Federal government support. SaskPower and the other provincial utilities propose 50-50 cost sharing of SMR planning costs with the feds. Without a clear federal commitment to cost sharing SMR development, "deployment in Saskatchewan is unlikely to proceed."<br /><br /></li><li>Deep greenhouse gas emissions. If the full SMR deployment plan is executed, it "could avoid the emission of as much as 73 Megatonnes of CO2 in Saskatchewan between 2025 and 2050 while supporting the economically sustainable decarbonization of Saskatchewan’s electrical grid"<br /><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhTfU53f1sM-CCx2FXrosT2fce4siAxzw0nZpAGRWrbkSy7J1gJpmZGPs_OIB8YKV04DVR1H2pKlZE5kr6aPg5EkNSTNNTcB0pe29H2Wx17S-mNIR0QnyaViCpuJR8l8qsheNuEzY81SzS30Hfp90WGlK5kLiljIztMBHvq_Lv4moy-BLzc04wuaEhrIw/s1323/04b%20SaskPower%20Emissions%20Profile%20to%202050.PNG" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="765" data-original-width="1323" height="370" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhTfU53f1sM-CCx2FXrosT2fce4siAxzw0nZpAGRWrbkSy7J1gJpmZGPs_OIB8YKV04DVR1H2pKlZE5kr6aPg5EkNSTNNTcB0pe29H2Wx17S-mNIR0QnyaViCpuJR8l8qsheNuEzY81SzS30Hfp90WGlK5kLiljIztMBHvq_Lv4moy-BLzc04wuaEhrIw/w640-h370/04b%20SaskPower%20Emissions%20Profile%20to%202050.PNG" width="640" /></a></div>This chart is wild! It's saying that without SMRs, Saskatchewan would be so gas-dependent that after 2030 we won't be able to make a dent in emissions until 2049 (when something magical seems to happen). For more background on SaskPower's current generation mix, <a href="https://blog.brahm.ca/2022/07/saskpowers-2021-22-annual-report-more.html" target="_blank">see this post</a>. <br /><br /></li><li>Substantially offset negative economic impacts of the coal phase-out. Deploying 300-1200 MW of SMR capacity would have a huge positive impacts to GDP, wages in the province, and tax revenue (the alternative being paying Alberta for gas and private producers to generate it). <br /><br /></li><li>Job creation. The Feasibility Study estimates ~728 full time jobs per year if (when) all four SMR units are operational. <br /><br /></li><li>Reduced dependence on natural gas. An SMR strategy in the early-to-mid 2030s would support a "phase-out of gas for base-load generation between 2030 and 2050" and reduce the risk of regret capital - that's money spent building gas plants just to turn them off after a few years. See also: <a href="https://blog.brahm.ca/2022/07/exploring-saskenergys-227-rate-increase.html" target="_blank">my recent post on natural gas in SK</a>, and the image above. <br /><br /></li><li>Indigenous engagement. <br /><br /></li><li>New markets for Saskatchewan uranium.</li></ul><div><br /></div><p><b>What is the timeline for SMR deployment in Saskatchewan? </b></p><p>The inter-provincial <a href="https://publications.saskatchewan.ca/#/products/117374" target="_blank">Strategic Plan</a> captures the timeline nicely with a graphic on page 51:</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEijVLN4k0v-3P3_uM3FBeAos7yNt4vVB1hGeT26TLzisPk7PesZCoHs9IirA_Ry3I06Ws9z0_ujpWZfrVS7i0MSIgcAVXMoh46F6PCvOMLXn1B5VcdJl_SfR6ny4TQU_hxo-gVO3xuUSXgUt5dc87BlWtIpO8CEPEQpYt8KW1ZfqkjqDkuYwTXPSM8ogQ/s1071/05-SK_SMR_timeline.PNG" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1071" data-original-width="907" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEijVLN4k0v-3P3_uM3FBeAos7yNt4vVB1hGeT26TLzisPk7PesZCoHs9IirA_Ry3I06Ws9z0_ujpWZfrVS7i0MSIgcAVXMoh46F6PCvOMLXn1B5VcdJl_SfR6ny4TQU_hxo-gVO3xuUSXgUt5dc87BlWtIpO8CEPEQpYt8KW1ZfqkjqDkuYwTXPSM8ogQ/w542-h640/05-SK_SMR_timeline.PNG" width="542" /></a></div><p>The decision to build additional SMRs would happen in the mid-2030s with construction following. </p><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>Where will Saskatchewan's first Small Modular Reactor be built? </b></p><p style="text-align: left;">The answer is: <b>we don't know yet</b>. I am under the impression that targeted community engagement has started (or will be started soon), and the decision will be made in 2024. </p><p style="text-align: left;">We have a couple clues from old reports. </p><p style="text-align: left;">The <a href="https://www.saskpower.com/-/media/SaskPower/Our-Power-Future/Our-Electricity/Nuclear-Studies/Report-SupplyOptions-Nuclear-Considerations-1975.ashx" target="_blank">1975 siting study</a> comes up with the below "Top 3" potential locations. However, this report used a 1000 MW plant as a baseline, which would have different cooling water requirements than the two-SMR site being evaluated today. </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjRjy_ANkVYxBkptZm_wBExQncW5xObSuKiFvrheLuOMzIcxTGKsaaMlL04M0bJB9hpzf3uFs6Ey4lJ2RRfBglWfquPjovRqwlH94Yv37QtG5mr7tSO6-QbZdqNKmhslJr7rDT9UAA3fetakv4fsXxo7GV65p-ZwsVQ-AsQtD0PeH2sFWcZE4NKcs_aiA/s1489/06-nuclear-location_1975.PNG" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="519" data-original-width="1489" height="139" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjRjy_ANkVYxBkptZm_wBExQncW5xObSuKiFvrheLuOMzIcxTGKsaaMlL04M0bJB9hpzf3uFs6Ey4lJ2RRfBglWfquPjovRqwlH94Yv37QtG5mr7tSO6-QbZdqNKmhslJr7rDT9UAA3fetakv4fsXxo7GV65p-ZwsVQ-AsQtD0PeH2sFWcZE4NKcs_aiA/w400-h139/06-nuclear-location_1975.PNG" width="400" /></a></div><p style="text-align: left;">The <a href="https://www.saskpower.com/-/media/SaskPower/Our-Power-Future/Our-Electricity/Nuclear-Studies/Report-SupplyOptions-Nuclear-Siting-2007.ashx" target="_blank">2007 siting study</a> focused exclusively on Lake Diefenbaker and Lac La Loche, with Diefenbaker performing better in every category. Three potential sites were identified (image below). </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjPFrdg8mCcxe3kuxV6vUuhiFMFYGAAEpfO6MYvGka2_8JWNyg5C90UYljbdKVZJCxY5ZbJqGrwkWRdwBie6PTDBFL2lGnG_mhhu6v-QPSInE4W4PwH_uXGOiXN60kW_GB9OZ2e_ZI5FJq_bZLKbmwP6CsyGjQXZgHV9lvPBXv7Zoyjtm-Vb_4WCFbGVw/s1407/06-nuclear-location_2007.PNG" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="991" data-original-width="1407" height="281" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjPFrdg8mCcxe3kuxV6vUuhiFMFYGAAEpfO6MYvGka2_8JWNyg5C90UYljbdKVZJCxY5ZbJqGrwkWRdwBie6PTDBFL2lGnG_mhhu6v-QPSInE4W4PwH_uXGOiXN60kW_GB9OZ2e_ZI5FJq_bZLKbmwP6CsyGjQXZgHV9lvPBXv7Zoyjtm-Vb_4WCFbGVw/w400-h281/06-nuclear-location_2007.PNG" width="400" /></a></div><p style="text-align: left;">Lake Diefenbaker sites consistently scored higher than Lac La Loche sites, with disadvantages of La Loche including lack of accommodations and regional amenities for employees, and large capital costs related to the distance (transportation requirements and transmission infrastructure). The report recommended more study of the Diefenbaker sites to assess water security issues due to competing uses and climate change impacts. </p><p style="text-align: left;">A major caveat about the above historical studies. It's unclear (to me) at this point how much continuous cooling water the BWRX-300 (or two of them on the same site) will require to operate. </p><p style="text-align: left;"><a href="https://nuclear.gepower.com/content/dam/gepower-nuclear/global/en_US/documents/product-fact-sheets/GE%20Hitachi%20BWRX-300%20Fact%20sheet.pdf" target="_blank">This GE fact sheet</a> says "the BWRX-300 [can] passively cool itself for seven days without power or operator action during abnormal events, including station blackout." However, ongoing operation would probably require a continuous flow of cooling water. I can't figure out how much. </p><p></p><p></p><p style="text-align: left;"></p><p style="text-align: left;">If the BWRX-300 has lower water requirements, another interesting idea: would the province build SMRs near Estevan to facilitate job transitions, where the province's 3 remaining coal power plants will be shut down by 2030? </p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhK4ABHHQzBdZt-q8cpp_i3BWUJS8vRk821vwjPGk-9VtHbUglT34UnuwwDaH3qyz13sn75zYxfMjJRL4AeZJ12eQ2Gr38PIBIt8Z5KdQ1FVMOTGXUV0-FHXgQ5qvSzRWrOc0kjsyGVFIbrGtUlodpv86x9BWj_X5qxmvJsn1GV6GVqbfBf_5tVjk0nYw/s547/06-nuclear-location_2022.PNG" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="489" data-original-width="547" height="286" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhK4ABHHQzBdZt-q8cpp_i3BWUJS8vRk821vwjPGk-9VtHbUglT34UnuwwDaH3qyz13sn75zYxfMjJRL4AeZJ12eQ2Gr38PIBIt8Z5KdQ1FVMOTGXUV0-FHXgQ5qvSzRWrOc0kjsyGVFIbrGtUlodpv86x9BWj_X5qxmvJsn1GV6GVqbfBf_5tVjk0nYw/s320/06-nuclear-location_2022.PNG" width="320" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;"><a href="https://www.saskpower.com/Our-Power-Future/Our-Electricity/Electrical-System/System-Map" target="_blank">Image source</a></td></tr></tbody></table><p style="text-align: left;">(Updates 2022-09-16) In this October 2021 SARM <a href="https://sarm.adobeconnect.com/plt0mrwjnde1/" target="_blank">presentation from SaskPower</a>, the one firm siting clue SaskPower shared the SMR - if built - will be located in a Regional Municipality, which basically excludes cities. So: no SMR within Saskatoon city limits 😢 There were also some great clues about potentially locating the first two SMRs at a decommissioned coal site to take advantage of nearby water for cooling, and all the electrical and distribution infrastructure. </p><p style="text-align: left;">(Updates 2022-09-20) SaskPower has <a href="https://www.saskpower.com/about-us/media-information/news-releases/2022/two-areas-identified-for-further-study-to-host-small-modular-reactor" target="_blank">just announced</a> two areas of study, one by Estevan and the other by Elbow. PDF links to study areas: <a href="https://www.saskpower.com/-/media/SaskPower/Our-Power-Future/Construction-Projects/SMR/Map-SMR-Estevan.ashx" target="_blank">Estevan</a>, <a href="https://www.saskpower.com/-/media/SaskPower/Our-Power-Future/Construction-Projects/SMR/Map-SMR-Elbow.ashx" target="_blank">Elbow</a>. </p><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>What would a BWRX-300 <i>look </i>like? </b></p><p style="text-align: left;">Here's a render of a plant site from <a href="https://nuclear.gepower.com/build-a-plant/products/nuclear-power-plants-overview/bwrx-300" target="_blank">GE's website</a>:</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgiBQYoP9IdN3R6mEh_OYq25SnAMHSb1gwf_ZiQkJx0PeB_mFYoOOQ-jhFJtKWkl0FG8yN7mAHNb5BvOwGvhp4U4ULwm9Rni6_J9ush-lknZC1Iy56FkwcDuTmjUcFuHtBfkCM56Jlf9yiDhYyPZqDcnVe0lDWS03j7LHx_pk4BTJqRImVnHv-3rSKLmQ/s5500/07a-BWRX-300%20SMR%20rendering.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="3093" data-original-width="5500" height="360" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgiBQYoP9IdN3R6mEh_OYq25SnAMHSb1gwf_ZiQkJx0PeB_mFYoOOQ-jhFJtKWkl0FG8yN7mAHNb5BvOwGvhp4U4ULwm9Rni6_J9ush-lknZC1Iy56FkwcDuTmjUcFuHtBfkCM56Jlf9yiDhYyPZqDcnVe0lDWS03j7LHx_pk4BTJqRImVnHv-3rSKLmQ/w640-h360/07a-BWRX-300%20SMR%20rendering.jpg" width="640" /></a></div><p style="text-align: left;">Here's a cutaway from the reactor building: </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgLkCR51yp08eisaTPUYljKRDMIgk_UGeqOVYqXecLV0RiVa4bcDu7Hd1PqXPVEbgD0NhiDZflPRYadZd0BICCyMJ5iJNLCW7C4MPH7IBgKSuGaezDqSwU8PDkEGkcH4x9-Q2s3-sGksTkjtysyFGaGRwwFRasGJ-PWgOCW49HSbX6unx6JV9o2YQscXg/s3000/07b-BWRX-300-cutaway-image.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1565" data-original-width="3000" height="334" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgLkCR51yp08eisaTPUYljKRDMIgk_UGeqOVYqXecLV0RiVa4bcDu7Hd1PqXPVEbgD0NhiDZflPRYadZd0BICCyMJ5iJNLCW7C4MPH7IBgKSuGaezDqSwU8PDkEGkcH4x9-Q2s3-sGksTkjtysyFGaGRwwFRasGJ-PWgOCW49HSbX6unx6JV9o2YQscXg/w640-h334/07b-BWRX-300-cutaway-image.jpg" width="640" /></a></div><p style="text-align: left;">In the above image, the yellow is the Reactor Pressure Vessel (RPV), the teal is the Primary Containment Vessel (PCV), and the blue is the Isolation Condenser Pool (ICS). These bits are discussed more below. </p><p style="text-align: left;">The <a href="https://www.youtube.com/watch?v=696g_tjlum0&feature=emb_title" target="_blank">YouTube video</a> embedded on the GE page says the reactor building (shown in the image above) is about the size of a football field:</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjG2HcLeHaddmg3MGYV_G9o05dOW-8lcqJnAoK5y3hqWLoVTsgAJuHpKNnOPPD77An04QjMsTgfTjPtkhql73X1f8cg-4Av4_Snr2rGnk7MI8ni3-bWv4iZ3U1qLHSlYpMc79thLaVpT_4T-2TXWb7Sk5OXWftG62Bfjb9RNbvOUTq5cJZe4DAReJc-3w/s1920/07c-bwrx300_football_field.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1080" data-original-width="1920" height="360" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjG2HcLeHaddmg3MGYV_G9o05dOW-8lcqJnAoK5y3hqWLoVTsgAJuHpKNnOPPD77An04QjMsTgfTjPtkhql73X1f8cg-4Av4_Snr2rGnk7MI8ni3-bWv4iZ3U1qLHSlYpMc79thLaVpT_4T-2TXWb7Sk5OXWftG62Bfjb9RNbvOUTq5cJZe4DAReJc-3w/w640-h360/07c-bwrx300_football_field.png" width="640" /></a></div><p style="text-align: left;">The site where the reactor will be located would be an of magnitude larger (image source: "Advanced Civil Construction and Design Approach Licensing Topical Report" retrieved from <a href="https://www.nrc.gov/reactors/new-reactors/smr/bwrx-300.html" target="_blank">this US NRC page</a>). Using a very scientific tool (Microsoft Paint) to measure pixels, the entire area in the rectangle below is about 13x the size of the reactor building footprint (which we know is a football field). I calculated the whole site is approximately 7 hectares. For two reactor units, more space would be needed. </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjKOhR5eFxWj1pYQt5j8CJbYBbgnWpq9vk7M1R2Tl_MdlBZpyA_DG-dsEHUDEbYoxUcCi3idszHhGF1SS2vWoa6p1EtBAd1lEUMvrOqAfnfb9zBgUHcPZHafE7O24AQnYhG23HG6UyWrZjU0Bkhk5wvCJ9WXWicsvGOzWCK00pSB-gaXGjel7bmVnzSxQ/s1019/07d-site_plan_nrc_submission.PNG" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="787" data-original-width="1019" height="494" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjKOhR5eFxWj1pYQt5j8CJbYBbgnWpq9vk7M1R2Tl_MdlBZpyA_DG-dsEHUDEbYoxUcCi3idszHhGF1SS2vWoa6p1EtBAd1lEUMvrOqAfnfb9zBgUHcPZHafE7O24AQnYhG23HG6UyWrZjU0Bkhk5wvCJ9WXWicsvGOzWCK00pSB-gaXGjel7bmVnzSxQ/w640-h494/07d-site_plan_nrc_submission.PNG" width="640" /></a></div><br /><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>Is the BWRX-300 safe? </b></p><p style="text-align: left;">Disclaimer: to discuss safety I need stress I'm not a nuclear engineer, nuclear safety engineer, or anything like that. My engineering field of practice (process control and automation) helps me parse <i>some</i> of the documentation, but I'll emphasize I approach this topic from an enthusiast, reader, listener, and learner perspective, <b><u>not</u></b> as a subject matter expert (SME). </p><p style="text-align: left;">Before looking at the BWRX-300 one might ask, <b>is nuclear energy safe</b>? The answer is <b>yes</b>. If you need convincing, check out <a href="https://ourworldindata.org/nuclear-energy#safety-of-nuclear-energy" target="_blank">Nuclear Safety from Our World In Data</a>. Every form of energy generation (including nuclear) has risks, but all risks need to be put in perspective and mitigated with proper controls. </p><p style="text-align: left;">Let's look at a schematic of the BWRX-300 Reactor Pressure Vessel (RPV). This is where all the action happens. I'll again recommend <a href="https://www.youtube.com/watch?v=_finjCmeyHc" target="_blank">this 20-minute YouTube video</a> for details of how a BWR boils water. </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgkgJVbN6E3ohcaLQKZ0wFCYTEv6skLjwfkq3TdLkFMPOP_ktq-mXvED0vUse6O9O67Xee-snxh5S6QbYUwnWVyJUm6lINRAlxLlLb8wNN5a98gMeCXX_twr1SigV7Jv-4iiDzDqBJyZUpl2pglnR05MnUqz7fy54uY25zZEdu728XfLbmiDBg2D-LlyA/s736/08-reactor_pressure_vessel-cross_section.PNG" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="736" data-original-width="620" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgkgJVbN6E3ohcaLQKZ0wFCYTEv6skLjwfkq3TdLkFMPOP_ktq-mXvED0vUse6O9O67Xee-snxh5S6QbYUwnWVyJUm6lINRAlxLlLb8wNN5a98gMeCXX_twr1SigV7Jv-4iiDzDqBJyZUpl2pglnR05MnUqz7fy54uY25zZEdu728XfLbmiDBg2D-LlyA/w338-h400/08-reactor_pressure_vessel-cross_section.PNG" width="338" /></a></div><br /><p style="text-align: left;">A nuclear reactor <b>core </b>is hot in both the temperature and radioactivity sense; energy from the nuclear chain reaction heats water to make steam. Safety is all about keeping the core cooled, controlled, and contained in the RPV. </p><p style="text-align: left;">Consider the following partial, cherry-picked list of safety features of the BWRX-300 I found interesting.</p><p style="text-align: left;"></p><ol style="text-align: left;"><li>The BWRX-300 design is a "10th generation" Boiling Water Reactor design by GE Hitachi. It's an SMR evolution of a design called ESBWR, using many components from an existing, operational, tested, and licensed plant design called the ABWR. In other words: the BWRX is an evolution using many off-the-shelf parts, not a brand-new, untested design. <br /><br /></li><li>The Reactor Protection System (RPS) is a collection of instruments, logic, automatic and/or manual controls, and "scram logic circuitry" that automatically inserts control rods into the core when unsafe conditions are detected. Control rods are made of materials that soak up neutrons. When neutrons are captured by the control rods they can't smash into other U-235 atoms, hence the nuclear chain reaction cannot be sustained. Control rods can be inserted electrically (when there is power to run motors) or hydraulically (when there is no power). <br /><br /><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg97UD-_jkXeY4EDnB-d6hsqjsL-Fk3037_PeSMcQio6pkGmdfYqxL7RhH23ioeTGvI2764vFBDeMedGj7Rr0vxbXQrAge5Fd71k0uW9j6jXjWecBWIyKaQ7bkF3B-OzFJCefHJ-fYXZdjMOEQ5Olq1oJk47WnaE7Ufj58klp1j0YdqIiikTU05i2XsGg/s934/08c-control_rods.PNG" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="903" data-original-width="934" height="309" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg97UD-_jkXeY4EDnB-d6hsqjsL-Fk3037_PeSMcQio6pkGmdfYqxL7RhH23ioeTGvI2764vFBDeMedGj7Rr0vxbXQrAge5Fd71k0uW9j6jXjWecBWIyKaQ7bkF3B-OzFJCefHJ-fYXZdjMOEQ5Olq1oJk47WnaE7Ufj58klp1j0YdqIiikTU05i2XsGg/s320/08c-control_rods.PNG" width="320" /></a></div><br /></li><li>The entire reactor pressure vessel is mostly buried below grade (underground).<br /><br /><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgJBpY7vm9xt0y3MK093fFHEyf29kxd-BKen0mWEDxngQnvLCms-XL9i-0IzHJSMMiMLThrTMALN6I4lw-bcvnoR86VU2tgxdIjK0TaSp6L4HFEyVGjP_RF5vIUyOze5uHCjtVrYvpH5z2lQcneQ4z4wyNym6_6iB7mT08p3hcjOXV9yPs_3T5MXM0BCw/s693/08b-reactor_vessel_under_plant_grade.PNG" style="margin-left: auto; margin-right: auto; text-align: center;"><img border="0" data-original-height="693" data-original-width="620" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgJBpY7vm9xt0y3MK093fFHEyf29kxd-BKen0mWEDxngQnvLCms-XL9i-0IzHJSMMiMLThrTMALN6I4lw-bcvnoR86VU2tgxdIjK0TaSp6L4HFEyVGjP_RF5vIUyOze5uHCjtVrYvpH5z2lQcneQ4z4wyNym6_6iB7mT08p3hcjOXV9yPs_3T5MXM0BCw/w358-h400/08b-reactor_vessel_under_plant_grade.PNG" width="358" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;"><span style="text-align: left;">Image source: ML21020A137.pdf from NRC</span><br style="text-align: left;" /></td></tr></tbody></table><br />Enclosing the entire RPV is the Primary Containment Vessel (PCV). It's a gigantic metal tank that's leak-tight and is designed to contain radioactive fission products in the unlikely event of a Loss of Coolant Accident (LOCA). Like nesting dolls, the PCV is fully enclosed by concrete. <div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgNwKyzj7pxM8lRmAwLFZGTSBhi-jOg37-vTRYhPSHruOEVVV8QG3D9i658brGRxAFobLTC7v90IMDyA-4peD7ov1ksICNM9D3OkcDS3hKQe5WQ1WMrgDL70qHaWM9jsM9fErtTfSjgPAZINcXwlYs8QJzblOX2n_CuXp4FG2aaXOYMebJrHXK1gcoCUw/s1084/08d-primary_containment.PNG" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1084" data-original-width="691" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgNwKyzj7pxM8lRmAwLFZGTSBhi-jOg37-vTRYhPSHruOEVVV8QG3D9i658brGRxAFobLTC7v90IMDyA-4peD7ov1ksICNM9D3OkcDS3hKQe5WQ1WMrgDL70qHaWM9jsM9fErtTfSjgPAZINcXwlYs8QJzblOX2n_CuXp4FG2aaXOYMebJrHXK1gcoCUw/w255-h400/08d-primary_containment.PNG" width="255" /></a><br /><br /></div><br /></li><li>Design simplification. Layers of redundant systems add complexity (and risk, and cost) so where possible, GE Hitachi designers use passive, "natural phenomena-driven" safety systems. <br /><br />An example is the Isolation Condenser System (ICS). <br /><br />Let's say an upset causes the BWRX to "trip". A tree falls on a transmission line, so the BWRX has to shut down right away. The steam feed to the turbine generator is closed and the turbine is stopped. Control rods are inserted into the core, causing the chain reaction to stop - but the RPV is still insanely hot, boiling water and creating steam! And it will be hot for a while due to decay heat in the fuel. <br /><br />If steam can't flow to the turbine generator, where does it go? It can't be allowed to build up in the RPV, as that would create a dangerous situation. <br /><br />During a shutdown the operator (or the system automatically) opens a valve to the Isolation Condenser System. This is literally just a huge water heatsink located directly above the RPV. Both the images above and below illustrate this pool. <br /><br />The hot steam flows through one of four sets of condensers. These are heat exchangers sitting in the Isolation Condenser (IC) Pool. The steam dumps its heat into pool while condensing back into water, where it flows back into the RPV to be boiled again, flow back through the ICS, dump more heat, etc. The cool (and safe) thing about this system is it doesn't require any pumps, power, or moving parts to work. It "just happens" due to natural circulation. Steam rises, condenses, cools, falls, boils. <br /><div style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgV2zvwP4o2-SNat3ARsyVhww8MX_w1mKX-bJIvaR5lszo7bfT3DKjuxA0vHkZxb8T7TKOz_RjYnF9-I767xesz2HEqji7LOaubaT7CkLN9k0dEARbhYhpv91B0FuUM6Cf_n4EjKTQyV-7_L7qG79x3aXjCY1YtvH6iRiybFi2TaPzYoRis8WfX3vqtYQ/s979/08e-isolation_condenser_system.PNG" style="text-align: center;"><img border="0" data-original-height="940" data-original-width="979" height="384" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgV2zvwP4o2-SNat3ARsyVhww8MX_w1mKX-bJIvaR5lszo7bfT3DKjuxA0vHkZxb8T7TKOz_RjYnF9-I767xesz2HEqji7LOaubaT7CkLN9k0dEARbhYhpv91B0FuUM6Cf_n4EjKTQyV-7_L7qG79x3aXjCY1YtvH6iRiybFi2TaPzYoRis8WfX3vqtYQ/w400-h384/08e-isolation_condenser_system.PNG" width="400" /></a></div>This gigantic heatsink can safely control and absorb latent reactor heat for up to seven (7) days with zero operator intervention in a total blackout scenario.What happens after 7 days? Hopefully you have power back to run all the other electrical cooling and support systems, but if not: just replace the (now hot) water in the IC Pool with cold water to continue removing decay heat for as long as required. </li></ol><p></p><p style="text-align: left;">This safety section was informed by <a href="https://aris.iaea.org/PDF/BWRX-300_2020.pdf" target="_blank">this BWRX-300 booklet</a> from the International Atomic Energy Agency's Advanced Reactors Information System database. It was also informed by episodes 182, 327, and 362 of the <a href="https://www.titansofnuclear.com/" target="_blank">Titans of Nuclear podcast</a>. Most images came from documents posted to the US Nuclear Regulatory Commission's <a href="https://www.nrc.gov/reactors/new-reactors/smr/bwrx-300.html" target="_blank">page for the BWRX-300</a>. </p><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>Who else is building the BWRX-300? </b></p><p style="text-align: left;">In addition to Ontario and Saskatchewan, <a href="https://www.world-nuclear-news.org/Articles/Collaboration-for-Polish-deployment-of-BWRX-300" target="_blank">Poland is looking to build at least 10</a> BWRX-300 units, with the first being operational as early as 2029. This bodes well for Saskatchewan; there should be at least a couple units in service by the time construction could start in 2030. </p><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>Where does the fuel come from? </b></p><p style="text-align: left;">The BWRX-300 uses a GE fuel bundles called <a href="https://nuclear.gepower.com/fuel-a-plant/products/gnf2-advantage" target="_blank">GNF2</a>. The advantage is this fuel is already designed, licensed, and proven; it does not have to go through a multi-year approval process of its own. The disadvantage (for the Canadian supply chain) is it is not manufactured in Canada, unlike fuel for the existing CANDU reactor fleet. </p><p style="text-align: left;">However, <a href="https://www.world-nuclear-news.org/Articles/Companies-sign-MoU-on-deployment-and-commercialisa" target="_blank">Cameco announced in July</a> that they've signed an MoU with GE Hitachi and Global Nuclear Fuel (the subsidiary that makes GNF2) to see if they can get in on some of that action. </p><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>Where does spent fuel, a.k.a. the "nuclear waste" go? </b></p><p style="text-align: left;">One great thing about nuclear energy is it has the <a href="https://world-nuclear.org/information-library/nuclear-fuel-cycle/nuclear-wastes/radioactive-waste-management.aspx" target="_blank">best-managed waste stream on the planet</a>. Unlike every other source of electricity generation, nuclear waste is internalized (captured) when and where power is generated. Radioactive waste is much more tightly controlled and regulated than other types of hazardous substances. We know where it all is. We can't say the same for the carbon released into the air by coal and gas, or the waste streams from decommissioned wind turbines and photovoltaic solar. </p><p style="text-align: left;">Spent nuclear fuel is easy to handle safely. One might imagine leaky drums of glowing green ooze as seen on The Simpsons. In reality spent fuel looks exactly the same as new fuel: zirconium tubes full of hard, ceramic pellets. </p><p style="text-align: left;">When a BWRX-300 reactor is refueled, spent fuel will be stored in a spent fuel pool in the reactor building. The pool will be sized to hold 8 years' worth of spent fuel. After cooling in the pool for some years, it will be transferred to reinforced dry casks. Dry casks will (likely) be stored on site for some years, before being transferred to a Deep Geologic Repository (DGR). </p><p style="text-align: left;">The <a href="http://publications.saskatchewan.ca/#/products/117374" target="_blank">inter-provincial Strategic Plan</a> has a good section about Canadian nuclear waste management, starting on p21. </p><p style="text-align: left;">Under the Government of Canada's <a href="https://www.nrcan.gc.ca/our-natural-resources/energy-sources-distribution/nuclear-energy-uranium/radioactive-waste/7719" target="_blank">Radioactive Waste Policy Framework</a>, nuclear waste producers and owners are responsible for funding, organizing, and safely managing radioactive nuclear wastes. Waste management costs will be built into the cost of any SMRs built in Saskatchewan. </p><p style="text-align: left;">All used fuel from Canadian nuclear producers is currently safely held on sites in spent fuel casks. The <a href="https://www.nwmo.ca/" target="_blank">Nuclear Waste Management Organization</a> (NWMO) has responsibility for that spent fuel in the long term and forecasts the DGR to be operational in the early 2040s. </p><p style="text-align: left;"></p><p style="text-align: left;">The NWMO are currently seeking a host community for a DGR. <a href="https://www.willingtolisten.ca/" target="_blank">Here's a citizen's group page</a> in South Bruce about the project. Even if the DGR is not complete on schedule, it's not impossible to imagine safely storing spent fuel on surface for decades to come.</p><p style="text-align: left;">There's a great chapter all about waste in the free e-book download, <a href="https://gordianknotbook.com/" target="_blank">Why Nuclear Power Has Been A Flop</a>. Chapter 2 busts the myth of spent nuclear fuel being "the most dangerous substance known to man [sic]", and lays out a compelling argument for spent fuel being a "beautifully small problem": the impacts are many orders of magnitude smaller than coal and gas (see below). </p><p style="text-align: left;">(Updates 2022-09-16) @FrantaJaro on Twitter pointed out an interesting detail (<a href="https://twitter.com/FrantaJaro/status/1570911551124803586" target="_blank">see thread</a>), that BWRX-300 spent fuel will not fit inside the standard Used Fuel Container (UFC), which is designed for CANDU spent fuel's long-term storage in NWMO's DGR. According to the "<a href="https://www.nwmo.ca/~/media/Site/Reports/2022/06/15/16/52/TR--Confidence-in-Safety-Revell-Site.ashx?la=en" target="_blank">Confidence in Safety - Revell Site</a>" report from March 2022:</p><p style="text-align: left;"></p><blockquote>... the NWMO will assess the potential of using the current container
design for these other fuels [BWRX-300 and other new reactors in Canada]. Fuel characteristics, geometry, and other considerations may
require alternative or modified container designs to be developed. NWMO will leverage and
build on the reference CANDU fuel container, as well as, international container designs
developed for these fuel types. (p33)</blockquote><p></p><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>How much waste will Saskatchewan SMRs create? Can we put it in perspective?</b></p><p>Let's grab some numbers from the <a href="https://aris.iaea.org/PDF/BWRX-300_2020.pdf" target="_blank">BWRX-300 Status Report</a> on the IAEA website and do some back-of-napkin math. </p><p></p><p></p><ul><li>Number of SMRs: 4 (let's assume Saskatchewan manages to build all four) </li><li>Plant design life: 60 years </li><li>Refuelling: Every 12-24 months (let's use 18 months in our estimates) </li><li>Number of fuel assemblies per SMR: 240</li><li>Weight of one fuel assembly: 324 kg </li><li>Plant Capacity Factor: 95% (percent of time running per year) </li><li>Plant Output: 300 MW </li></ul><p>Total fuel used over the life of one SMR: 3,110,400 kg or 3,110 tonnes (1 tonne = 1000 kg). </p><p>If Saskatchewan built 4 SMRs as discussed above, that would generate 12,440 tonnes of spent fuel over 60 years. Let's round up to 20,000 tonnes, accounting for the mass of the reactor pressure vessels, turbines, and irradiated concrete and other plant components. </p><p></p><p></p><p></p><p style="text-align: left;">That's a big number! If that 20k tonnes were<span> </span><i>pure</i><span> </span>uranium (excluding cladding and other materials), it would fit in a cube 10 meters (33 feet) on each side. </p><p style="text-align: left;">From other perspectives, 20,000 tonnes of waste over 60 years is miniscule. The City of Saskatoon accepted 93,900 tonnes of garbage at its landfill in 2020 (<a href="https://pub-saskatoon.escribemeetings.com/filestream.ashx?DocumentId=134914" target="_blank">source</a>). So Saskatoon citizens generate the same tonnage of waste in one year as <i><b>twenty </b></i>BWRX-300's would generate in <b><i>60</i></b> years. </p><p style="text-align: left;">Let's compare the waste streams of four 300 MW SMR units with other sources of electricity used in Saskatchewan. Over a 60-year lifespan, four 300 MW SMRs running at 95% capacity factor would generate approximately 600 TWh of electricity. </p><p style="text-align: left;"><a href="https://www.eia.gov/tools/faqs/faq.php?id=667&t=2" target="_blank">Using this information</a> we can calculate how much coal and/or natural gas it would take to generate 600 TWh of electricity. And <a href="https://www.eia.gov/tools/faqs/faq.php?id=74&t=11" target="_blank">with using this info</a> we can calculate CO2 emissions. I've converted all the units to metric:</p><p style="text-align: left;"></p><ul style="text-align: left;"><li><b>Coal</b>: 600 TWh x 1.12 pounds/kWh = 305,000,000 tonnes of coal. <br />A cube of coal with this mass would have edges that are 662 meters long. <br />~607,000,000 tonnes of CO2 emitted (why does the CO2 weigh more than the coal? <a href="https://www.eia.gov/tools/faqs/faq.php?id=82&t=11" target="_blank">see here</a>)<br /><br /></li><li><b>Natural Gas</b>: 600 TWh x 7.40 cubic feet/kWh = 126,000,000,000 cubic metres of gas. <br />A cube of gas this size would have edges that are 5 kilometers long. <br />~248,000,000 tonnes of CO2 emitted</li></ul><p style="text-align: left;">A good question for people in Saskatchewan to reflect on would be:</p><p style="text-align: left;"></p><blockquote>What is our preference to generate 600 TWh of energy over the next 60 years?<br /><br />Manage 20,000 tonnes of spent nuclear fuel? <br />Burn 305,000,000 tonnes of coal?<br />Burn 126,000,000,000 cubic metres of gas?</blockquote><p></p><div style="text-align: left;"></div><p></p><p style="text-align: left;">Our World in Data has a great analysis of <a href="https://ourworldindata.org/land-use-per-energy-source" target="_blank">land use by energy sources</a>, illustrating how much land (including mining and minerals) each energy source requires on a per-MWh basis.</p><p style="text-align: left;">It doesn't matter of my back-of-napkin math is off by a little bit or even a whole order of magnitude. The point is that nuclear energy is so <b><i>energy-dense</i></b> that it eclipses coal and gas by multiple orders of magnitude in minimizing waste and harmful byproducts per unit of energy delivered. It eclipses <i>every</i> other source of electricity for minimizing land use per unit of energy delivered. </p><p style="text-align: left;">(Updates 2022-09-16). Here's a great waste visualization from the October 2021 SAMR-SaskPower presentation. SaskPower provided this response to a question about how much waste an SMR would create: </p><p style="text-align: left;"></p><p style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEiz6mndgeFbMYXHznk1lyGS0pj73WWo9ncLxDh3jR2i-OBVKdi4zBmhXMZjW7alpO0Wyzt4Sjwq248X85yUpngwlaNpvsjzw-J8z6sjGJp1TllutuDcj-HENnKhXjN-miVfV2B-8Qf-G-t51NRz_Pu9mNMD5W6qwbK7rlRF07BQhSaVO4jSxpZkhRU6ZQ" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="108" data-original-width="357" src="https://blogger.googleusercontent.com/img/a/AVvXsEiz6mndgeFbMYXHznk1lyGS0pj73WWo9ncLxDh3jR2i-OBVKdi4zBmhXMZjW7alpO0Wyzt4Sjwq248X85yUpngwlaNpvsjzw-J8z6sjGJp1TllutuDcj-HENnKhXjN-miVfV2B-8Qf-G-t51NRz_Pu9mNMD5W6qwbK7rlRF07BQhSaVO4jSxpZkhRU6ZQ=s16000" /></a></p>In a follow-up comment, it was clarified this specifically referred to high-level waste, not the medium- and low-level stuff like coveralls, papers, and gloves. I was stoked to find this because it confirms my back-of-napkin math is the right order of magnitude! <p></p><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>That's it! </b></p><p style="text-align: left;">I hope that you have learned something new reading this post! As always, let me know of any corrections or constructive feedback. </p><p style="text-align: left;"><b>Updates</b></p><p style="text-align: left;">2022-09-16: Added some details from a SK Association of Regional Municipalities (SARM) presentation by SaskPower (<a href="https://sarm.adobeconnect.com/plt0mrwjnde1/" target="_blank">link</a>), and an interesting detail about NWMO needing new storage containers for BWRX-300 fuel (<a href="https://twitter.com/FrantaJaro/status/1570911551124803586" target="_blank">Twitter thread</a>). New paragraphs are clearly marked, previous content is the same. </p><p style="text-align: left;">2022-09-20: It looks like the SARM presentation has been taken offline :( Also updated the location section about the Estevan and Elbow <a href="https://www.saskpower.com/about-us/media-information/news-releases/2022/two-areas-identified-for-further-study-to-host-small-modular-reactor" target="_blank">areas of study</a>. </p><p></p><p></p>Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com5tag:blogger.com,1999:blog-6835776463130464454.post-84875660558307929892022-07-22T20:04:00.004-06:002022-07-31T09:31:58.842-06:00Exploring SaskEnergy's 22.7% Rate Increase and Impacts on Provincial Electrical Power Supply <p>In my last few energy posts (<a href="http://blog.brahm.ca/2022/06/things-i-learned-and-questions-im.html" target="_blank">link 1</a>, <a href="http://blog.brahm.ca/2022/07/saskpowers-2021-22-annual-report-more.html" target="_blank">link 2</a>) I've written about Saskatchewan's plan to transform our electrical supply away from coal and towards gas and renewables, both from an instantaneous generation (MW) standpoint, and total power delivered (GWh) standpoint. </p><p>Where does the gas come from? What are some of the unique risks associated with gas? How does the Alberta oil & gas industry affect our utility bills? </p><p>To learn more I read through SaskEnergy's 2021-22 (and 20-21) annual reports, <a href="https://www.saskenergy.com/about-us/our-company/reports" target="_blank">located here</a>. All page numbers mentioned below reference the 2021-22 report's numbered pages (not the PDF page numbers) unless otherwise indicated. </p><p>This post will cover:</p><p></p><ul style="text-align: left;"><li>What is SaskEnergy? </li><li>Visualizing Saskatchewan's natural gas usage </li><li>Factors contributing to the <a href="https://leaderpost.com/news/saskatchewan/saskenergy-proposes-22-7-per-cent-rate-hike-as-high-costs-plague-consumers" target="_blank">recent 22.7% rate hike</a></li></ul><p></p><p>Read on... </p><p><br /></p><p><b>What is SaskEnergy? </b></p><p>SaskEnergy (Incorporated) is one of seven Crown Corporations owned by Crown Investment Corporation of Saskatchewan, which is the intermediary between the Crown Corps and the Saskatchewan Legislative Assembly. </p><p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjBvyHnDQAvilrAMqoFyuzOOVrt31edauTULc4osFfrLqz0mM7jYVlsZIl5JRcYnY31t72yju1xEJxlfUQT_q_LRzij3i2ms-wy7x3oHiZNMI01DZmXGU0F9nOvAHQgqQPaVncXdJPS0wnOjZo1dSaCwtpkT1EafXurDt8UAruK_k1T2CtvTkuyz78mNg" style="margin-left: auto; margin-right: auto;"><img alt="" data-original-height="593" data-original-width="1220" height="312" src="https://blogger.googleusercontent.com/img/a/AVvXsEjBvyHnDQAvilrAMqoFyuzOOVrt31edauTULc4osFfrLqz0mM7jYVlsZIl5JRcYnY31t72yju1xEJxlfUQT_q_LRzij3i2ms-wy7x3oHiZNMI01DZmXGU0F9nOvAHQgqQPaVncXdJPS0wnOjZo1dSaCwtpkT1EafXurDt8UAruK_k1T2CtvTkuyz78mNg=w640-h312" width="640" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">From p5</td></tr></tbody></table><br />SaskEnergy is responsible for distributing natural gas, e.g. metering it out to homes, businesses, and large industrial customers. SaskEnergy has the "exclusive legislative franchise to distribute natural gas within the province of Saskatchewan." It also has four subsidiaries: TransGas (transmission and storage: the roots, trunk, and big branches, whereas SaskEnergy is the small branches and leaves), Bayhurst (a small gas producer), MIPL (interprovincial/state interconnections), and Call Before You Dig. </p><p><br /></p><p style="text-align: left;"><b>Saskatchewan uses a lot of gas. </b></p><p style="text-align: left;">Here are some stats from page 17 of the 2021-22 report with embellishments by yours truly. </p><p style="text-align: left;">In the 2021-22 reporting year, SaskEnergy sold <b>6,329,000,000 cubic metres</b> of natural gas. A cube with that volume would have edges 1.85km long. This cube would cover the entire University of Saskatchewan campus and a good chunk of the nearby fields and river, including the whole train bridge. The gas cube would be approximately 1,760 metres taller than Nutrien Tower, the tallest office building in the province (at 88 metres). </p><p style="text-align: left;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEhYHYx9akiq5GWMjfKHM9ixQS6_ObCBlvmbT1S5dE65wRuZNfpoX5Rmc023KihefK7LgzeHZYZlsM-pNdnqNts2M8kLvcehGMi7ZJwG6-XYZYyz88lFvH9YsJEUfwEZx2h_wDWFkLrM7XcMmCGuU4svrl1mMiRmn2z61pcVoBmdUZoHuYbclfXZPQTvEQ" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="707" data-original-width="722" height="392" src="https://blogger.googleusercontent.com/img/a/AVvXsEhYHYx9akiq5GWMjfKHM9ixQS6_ObCBlvmbT1S5dE65wRuZNfpoX5Rmc023KihefK7LgzeHZYZlsM-pNdnqNts2M8kLvcehGMi7ZJwG6-XYZYyz88lFvH9YsJEUfwEZx2h_wDWFkLrM7XcMmCGuU4svrl1mMiRmn2z61pcVoBmdUZoHuYbclfXZPQTvEQ=w400-h392" width="400" /></a></div><p style="text-align: left;">(Photoshop request: Saskatoon skyline with a 2km³ gas cube in the background)</p><p style="text-align: left;">The average residential gas customer in SK used <b>2,677 cubic metres</b> of natural gas in 2021-22, which is just over the volume of an Olympic swimming pool (2,500 cubic metres). </p><div><p style="text-align: left;"></p><p style="text-align: left;"><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjtKkToVS1PuaoZoOXViutREldl_I6cHVxxayMu-qzl8ePf6PUviPVOWZBIHiAlNob2pRDviaDKoZLMuEPy0m7uHOSu0zGNDItAWRX6E13vJhGEIxPEI4HKCMFiwTTPqbu-eDTNAoVbmbd8ocPeP5WblotqQFQxqosNq8KaQZqbq-LaXmg6z3t-0oRy9w" style="margin-left: auto; margin-right: auto;"><img alt="" data-original-height="572" data-original-width="1024" height="224" src="https://blogger.googleusercontent.com/img/a/AVvXsEjtKkToVS1PuaoZoOXViutREldl_I6cHVxxayMu-qzl8ePf6PUviPVOWZBIHiAlNob2pRDviaDKoZLMuEPy0m7uHOSu0zGNDItAWRX6E13vJhGEIxPEI4HKCMFiwTTPqbu-eDTNAoVbmbd8ocPeP5WblotqQFQxqosNq8KaQZqbq-LaXmg6z3t-0oRy9w=w400-h224" width="400" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;"><a href="https://www.cbc.ca/sports/olympics/summer/aquatics/pool-interactive-swimming-rio-trials-1.3528877" target="_blank">Image source</a></td></tr></tbody></table><br />The peak <b>daily </b>flow of gas in Saskatchewan was <b>1.65 petajoules </b>on January 5, 2022, equivalent to about 44,000,000 cubic metres of gas. If you turned this volume into a perfect cube, it would be about 350 metres on each side, which is about 2.5 Costco stores (North Saskatoon location). </p><p style="text-align: left;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEinKSsml-zSiZHk00BuagACI79fO4u2HpCTBOV7jMNoAjVcOJCHT8cBLYrsYqdcH-dTj7q0dYspbspqhgGFqNisHllKg40YkE7d18yq5aSvW63df5BmY07Jl0WVKl3azfgHd07OYJrX7nlQdG2Ev9fBQa30AuheugM7T3tREbF0rN9R4s8wB44ED7R6WA" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="345" data-original-width="400" src="https://blogger.googleusercontent.com/img/a/AVvXsEinKSsml-zSiZHk00BuagACI79fO4u2HpCTBOV7jMNoAjVcOJCHT8cBLYrsYqdcH-dTj7q0dYspbspqhgGFqNisHllKg40YkE7d18yq5aSvW63df5BmY07Jl0WVKl3azfgHd07OYJrX7nlQdG2Ev9fBQa30AuheugM7T3tREbF0rN9R4s8wB44ED7R6WA=s16000" /></a></div><br /><br /><p></p><p style="text-align: left;"><b>Why is SaskEnergy is hiking rates by up to 22.7% over the next two years?</b></p><p style="text-align: left;">A multi-year rate hike was <a href="https://leaderpost.com/news/saskatchewan/saskenergy-proposes-22-7-per-cent-rate-hike-as-high-costs-plague-consumers" target="_blank">announced a few weeks ago</a>. For many, this is a hard pill to swallow given concurrent SaskPower rate increases (covered in my <a href="http://blog.brahm.ca/2022/07/saskpowers-2021-22-annual-report-more.html" target="_blank">last post</a>), inflation, and everything else going on in the world. </p><p style="text-align: left;">To understand the SaskEnergy rate hike - and the future of natural gas in Saskatchewan - we need to dive into a couple areas: </p><p style="text-align: left;"></p><ol style="text-align: left;"><li>How Crown Corporations work</li><li>Where gas comes from </li><li>Risks to SaskEnergy </li></ol><div><br /></div><p style="text-align: left;"><b>How Crown Corporations Work (at least in Saskatchewan) </b><br /></p><p></p><p style="text-align: left;">SaskEnergy, like other provincial Crown Corporations, is a subsidiary of Crown Investments Corporation (CIC). CIC is wholly owned by the Province of Saskatchewan: the Crown (province) is the sole shareholder of CIC. </p><p style="text-align: left;"><a href="https://en.wikipedia.org/wiki/Crown_corporations_of_Canada#Saskatchewan" target="_blank">Wikipedia</a> says, "Some Crown corporations are expected to be profitable organisations, while others are non-commercial and rely entirely on public funds to operate". CIC is expected to be more on the profitable side. On p14 of <a href="https://www.cicorp.sk.ca/pub/Reports/CIC%20Annual%20and%20Quarterly%20Reports/cic-annual-report-2021-22---for-web.pdf" target="_blank">CIC's 2021-22 Annual Report</a>, they state (emphasis mine): </p><p></p><blockquote><i>CIC is focused on <b>providing a reasonable return</b> to the Province. This priority must be balanced with its public policy initiatives, reinvestment in sustaining infrastructure, and providing high quality public services for the lowest possible cost.</i></blockquote><p></p><p style="text-align: left;">Dividends from Crown Corporations go into the Province of Saskatchewan's General Revenue Fund (GRF). CIC targets a specific rate-of-return that balances costs, public access, and a target rate of return which is set to pay for public programs and reinvest in the Crown Corps for future growth and sustainability. </p><p style="text-align: left;">As a regulated utility, SaskEnergy is required to "not earn a profit or realize losses on the sale of gas to customers over the long term" (p32, SaskEnergy report). Furthermore, SaskEnergy can only adjust rates when approved by the Saskatchewan Rate Review Panel (SRRP). Rates have been frozen a while due to COVID. </p><p style="text-align: left;">When natural gas prices go up or down, SaskEnergy can't immediately pass those costs (or savings) on to customers. Differences are captured in what they call the Gas Cost Variance Account or GCVA (p32). They are charged (or refunded) to customers as part of future rate adjustments. </p><p style="text-align: left;">On March 31, 2021, the GCVA balance was $6 million owing from customers due to increasing commodity costs. One year later on March 31, 2022, now the GVCA balance was $15 million owing from customers, "a result of the AECO [Alberta Energy Company] daily index increasing commodity purchase costs" (p33) or in plainer English, gas being more expensive. </p><p style="text-align: left;">(I looked back one more year: the 2019-20 report says the GCVA <i>owed</i> customers $13 million)</p><p style="text-align: left;">So, the rate increase is partially to cover this balance in the GVCA, but also to cover expected rising costs (keep reading).</p><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>Where does Saskatchewan get natural gas? </b></p><p style="text-align: left;">The short answer is: we used to make it here, but now we buy it from Alberta. </p><p style="text-align: left;">From 1988 through 2009, Saskatchewan was a net exporter of natural gas (see chart below). During this time of plenty, the gas demand curve increased quite gradually. In the mid-2000s, our production started to plummet and in 2009 - the inflection point of being a net exporter vs. a net importer - demand started to skyrocket. The difference between the blue line and the gray blob is the gas we import from Alberta. Today Alberta supplies about 75% of natural gas used in Saskatchewan. </p><p style="text-align: left;"><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEj_W5VlTYr8vU57igSljqxvl5Vml2sMW5WZrdGwoA32psucLXf_GfhkhTbut8ZnZQF2cM5lfztj0r7eqDxJtQdKJZb1ky914AjBUNcJ8lsKSfu3T3VAn8jATj3HxGhl3S4T_i0g2q7Gv7B-85xKYo2sVTVsdVXx4KrEeHY7DAIYlZDfsvdyrA5VGj_jgA" style="margin-left: auto; margin-right: auto;"><img alt="" data-original-height="1052" data-original-width="1164" height="578" src="https://blogger.googleusercontent.com/img/a/AVvXsEj_W5VlTYr8vU57igSljqxvl5Vml2sMW5WZrdGwoA32psucLXf_GfhkhTbut8ZnZQF2cM5lfztj0r7eqDxJtQdKJZb1ky914AjBUNcJ8lsKSfu3T3VAn8jATj3HxGhl3S4T_i0g2q7Gv7B-85xKYo2sVTVsdVXx4KrEeHY7DAIYlZDfsvdyrA5VGj_jgA=w640-h578" width="640" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">p30, 2021-22 Report</td></tr></tbody></table><br />This increasing demand can be at least partially attributed to new natural gas generating stations coming online in the late 2000s and early 2010s (<a href="https://en.wikipedia.org/wiki/List_of_generating_stations_in_Saskatchewan" target="_blank">link</a>), plus major industrial expansions (potash went crazy in the late 2000s and early 2010s; every site in the province expanded and new sites came online), plus other growth factors that are opaque to me. </p><p style="text-align: left;">Production of natural gas in Saskatchewan is "more than 70% associated" with oil production according to SaskEnergy's 2020-21 report (p27), meaning natural gas is a byproduct of oil refining. SaskEnergy adds, "local [SK] supply [is] highly dependent on the volatile global oil market." In comparison, Alberta has fields which produce natural gas directly (<a href="https://www.alberta.ca/natural-gas-overview.aspx" target="_blank">source 1</a>, <a href="https://www.capp.ca/natural-gas/what-is-natural-gas/" target="_blank">source 2</a>).</p><p style="text-align: left;">Now, here's a scary idea. Saskatchewan and Alberta are reasonably (but not completely) decoupled and sheltered from global energy markets, but that may change in the very near future (emphasis mine): </p><p></p><blockquote><p>Europe is facing an energy shortfall and increasing natural gas prices. Energy demands there may be met, in part, with increased shipments of liquified natural gas (LNG). <b><i>Canada is still expected to enter the LNG export market</i></b> when the LNG Canada export facility near Kitimat, British Columbia opens in several years. A smaller project near Squamish has also made progress with the final investment decision expected later in 2022.</p><p>Despite finite LNG export capacity keeping North America somewhat isolated from high global energy prices, <b><i>growing export capacity and the uncertainty around the duration of Europe’s energy shortfall kept upward pressure on North American prices</i></b> through the end of the fiscal year. (p30)</p></blockquote><p></p><p>The <a href="https://www.eia.gov/todayinenergy/detail.php?id=52659" target="_blank">United States are ramping up LNG exports to Europe</a> amid the EU's current energy crisis. </p><p>What this means for SK: the more coupled our energy supply is to the rest of the world, the more volatility Saskatchewan ratepayers will be exposed to, and the higher our energy bills will be. </p><p>A simple way to grasp this is to think about this question: Will Sask natural gas prices go up or down if Alberta gains the ability to sell LNG to thirsty international markets?</p><p><br /></p><p><b>An Aside: Humans Are Bad At Predictions </b></p><p>I wanted to highlight the differences between SaskEnergy's future natural gas price predictions in their 2020-21 annual report... </p><p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgHIk5nO3-X4KDanXR9RtcQ3lKc76TfoKIXOSdqVAxlP0bVy7IbRGzQdw4k3qSSwVM7PDH8-sybUH7kCojcOV6ah_ze122s0wwA3nNCdBEDWwgOgIy0sgrGXDeRW1JXnr71ODZWPxHaraUW6IiQk11WN6X2mCuUnEwPLChKp2EI1JZra1PGGlg2XVn2cQ" style="margin-left: auto; margin-right: auto;"><img alt="" data-original-height="755" data-original-width="1015" height="476" src="https://blogger.googleusercontent.com/img/a/AVvXsEgHIk5nO3-X4KDanXR9RtcQ3lKc76TfoKIXOSdqVAxlP0bVy7IbRGzQdw4k3qSSwVM7PDH8-sybUH7kCojcOV6ah_ze122s0wwA3nNCdBEDWwgOgIy0sgrGXDeRW1JXnr71ODZWPxHaraUW6IiQk11WN6X2mCuUnEwPLChKp2EI1JZra1PGGlg2XVn2cQ=w640-h476" width="640" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">p28, 2020-21 report</td></tr></tbody></table><br />... and the updated prices and predictions in the 2021-22 report: </p><p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEiDE2w6TCGKRyF1hhqUa1WfLqXu3tr40OdOhrLDkeK5TF6XIX8jhoU65ZpyxJsV8BqJGQybOR9LtMyMI3TcUFzxlD3mR_kT31XN1QZodAl_CzmZfjEKQ7EVykmrOBrFo1HFhnv-D87hYw2Kp8G4oAxPXxsDT1xKDALCpb5pKFvXQ_WVF8MvylF1eHZx7g" style="margin-left: auto; margin-right: auto;"><img alt="" data-original-height="949" data-original-width="1136" height="535" src="https://blogger.googleusercontent.com/img/a/AVvXsEiDE2w6TCGKRyF1hhqUa1WfLqXu3tr40OdOhrLDkeK5TF6XIX8jhoU65ZpyxJsV8BqJGQybOR9LtMyMI3TcUFzxlD3mR_kT31XN1QZodAl_CzmZfjEKQ7EVykmrOBrFo1HFhnv-D87hYw2Kp8G4oAxPXxsDT1xKDALCpb5pKFvXQ_WVF8MvylF1eHZx7g=w640-h535" width="640" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">p31, 2021-22 report</td></tr></tbody></table></p><p>The main takeaway of these two charts is that the gas market is volatile enough that a 5-year price forecast jumped by what looks like 70% in just a 12 month period. For more on predictions, read Nassim Taleb. </p><p>Currently, prices are at 10-year highs, according to <a href="https://economicdashboard.alberta.ca/NaturalGasPrice" target="_blank">this Government of Alberta site</a>. </p><p><br /></p><p><b>Risks to SaskEnergy affecting natural gas prices (and costs to ratepayers) </b></p><p>These are SaskEnergy-identifed risks (p41) from the 2021-22 report with colour commentary by me:</p><p></p><ol style="text-align: left;"><li><b>Government Climate Policy</b>: "the most significant risk facing SaskEnergy." More regulation equals more compliance costs (note that I am not taking a stance, I'm just telling it like it is). Regulations bite SaskEnergy in two ways: direct costs of complying with regulations, and indirect costs of lost revenue due to customers complying with regulations (example: homes and industry reducing their carbon footprint by using less gas). <br /><br />This amplifies risks of aging infrastructure serving a very geographically dilute population: less revenue to maintain the same assets to the reliable service level we currently expect. <br /><br /></li><li><b>Interest Groups</b>: essentially, NIMBYism. "Customers want a high level of service" - we all want our furnace in winter and our BBQ in summer - "but many do not want the associated infrastructure nearby, or through, their land." <br /><br />"As a fossil fuel provider [...] SaskEnergy faces additional challenges due to growing opposition [...] with respect to the development of further fossil fuel infrastructure." <br /><br />It gets harder every year to build infrastructure in any industry. One above NIMBY: BANANA = Build Absolutely Nothing, Anywhere Near Anyone. <br /><br /></li><li><b>Public Acceptance</b>: "While the acceptability of natural gas use presently remains high in the local market, there is potential for a shift to occur with either a direct or indirect impact on SaskEnergy." <br /><br />Absolutely! If Saskatchewan deployed a fleet of nuclear reactors we could decarbonize our electricity sector and potentially begin transitioning building heating from fossil gas to electric heat. <br /><br /></li><li><b>Natural Gas Prices</b>: SaskEnergy states "prices can change significantly, and often do over a short period of time," but (in this section) they don't draw a direct link to what we discussed above: declining provincial oil production (hence: less local natural gas production), Saskatchewan's dependency on Alberta gas for heating and power generation, and growing LNG demand globally coupled with Canadian LNG export ambitions that link the Prairies to the global gas market - and its pricing volatility. </li></ol><div><br /></div><p style="text-align: left;"><b>Get to the point already! </b></p><p style="text-align: left;">Referring back to my <a href="https://blog.brahm.ca/p/energy-posts.html" target="_blank">other energy posts</a>: Saskatchewan has committed to increasing Variable Renewable Energy (VRE) sources for electricity and is phasing out coal power plants by 2030. </p><p style="text-align: left;">While some Manitoba import hydro capacity is planned, coal will largely be replaced with gas by 2030 (the Small Modular Reactor being commissioned "as early as" 2034) and VRE projects will be largely be backed up by more natural gas generation. </p><p style="text-align: left;">So the formula is: </p><p style="text-align: left;">+ increasing SK deployment of Variable Renewable Energy sources <br />+ increasing SK gas demand for VRE backup and coal replacement<br />+ decreasing SK local natural gas production <br />+ increasing regulatory compliance costs <br />+ increasing dependency on Alberta gas <br />+ increasing Canadian exposure/coupling to global gas markets<br /><u>+ increasing global gas demand (as a so-called transitory fuel)</u><br />= higher gas <b><i>and</i></b> electricity prices for SK ratepayers (because most of our electricity will come from gas). </p>Here's one final thought experiment: think about energy independence. From the late 80s to the late 2000s, Saskatchewan was energy independent. We mined our own coal, refined our own natural gas, built our own dams. Today, we are energy dependent: 75% of the natural gas burned in the province is from Alberta (which generates 40%+ of our electricity), and a growing chunk of hydroelectricity is imported from Manitoba. Which is the more precarious, less stable, more expensive situation? <p style="text-align: left;">Possible solutions/mitigations? </p><p style="text-align: left;">Contract every possible megawatt of hydro power from Manitoba for as long as feasible, for cost, carbon, and dispatchability. Push the <a href="https://smrroadmap.ca/" target="_blank">SMR Roadmap</a> forward. Increase diversity and independence in our electrical energy supply: build out a fleet of SMRs where 2 years' worth of super energy-dense fuel can be bought and stockpiled on site (compare to gas which is delivered just-in-time from a pipe at today's market prices). </p><p style="text-align: left;"><br /></p><p style="text-align: left;">As always: open to constructive feedback and corrections! </p><p></p></div>Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com0tag:blogger.com,1999:blog-6835776463130464454.post-40141058323492829792022-07-12T20:02:00.004-06:002022-08-12T09:47:45.308-06:00SaskPower's 2021-22 Annual Report: More Wind, More Coal, Higher Costs, Less Income... Rate Increases<p>SaskPower released their <a href="https://www.saskpower.com/about-us/Our-Company/Current-Reports" target="_blank">2021-22 Annual Report</a> last week. A lot can change in a year! </p><p>Let's explore the data and the new information. All numbers in this post are from the five-year operating and finance statistics (last few pages of the report), and all page numbers reference the 2021-22 report unless otherwise noted. </p><p><b>Electricity costs to consumers are increasing by 8% over the next year. </b></p><p>On p9 of the 2021-22 report we learn we're in for two rate increases in the next ~10 months. A 4% increase this September and a 4% increase in April, pending approval by the Saskatchewan Rate Review Panel (SRRP). The decision should be confirmed (or not) this July. </p><p>This is SaskPower's first rate increase since March 2018, so there's a fair argument to be made that we're overdue to pay more. </p><p>But what are the costs driving this rate increase? Read on...</p><p><br /></p><p><b>Provincial generating capacity has increased, mostly in wind. </b></p><p>Golden South, Blue Hill, and Riverhurst Wind Energy Facilities have come online, delivering a combined 385 MW of generation capacity - when the wind is blowing, of course. </p><div style="text-align: center;"><img height="395" 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/LvehdGvCjkA7oGbTSgAvB+rt7vqO6d8pcwO+R5ttN1qk7TSy+95CKR9P31fpt1r5P4onS3JH+by33ngwKWoir1Gy6RqFK7+tMH9buk5wX9npcSsHQOf0F2/RbqZZBeChVqwd8ST/xesGCBi7L20hVLieJB0SxMvTS/iF+LKarl/ITPIQABCEAAAhCoLoG6FLD0EKaooqeeeqqhfkQxrN7uhqo3E3wAr2TREhSwtHDSYlq7AQW3zC42FwlYv/3tb4umDFVbwAouvjfZZBP3YB01+iqK62rRKRFIKQ5erY9i40hg22233ZyII6GoUAsKFBITtKAtN77GVt0vLXLLiW0SSO666y63C2OppnEUibPXXnsVXeQHFx2yvxY1Wtj5d6bTeQoJjFqkK4VDtgweX2hu8nGleUhc8zNsKgGr2vaQ/0i40qKylP9IRB0yZIgTNbzdRMMszsr5tD/iQcc2VcRUEveXoHihVOIHHnjAbe5QzLfkQ0qHUnpVOQGjWr5ayCYSQcaOHWuffvppSZOVmm+1BCzdQ/27zVWSbvb55587sUGsquFPfpuG8fdCPqAXErofeS9eCgH2vl8dO3YsyV9+9NZbb7lNQ8r9Lib121zuO+19XkjAkhg6atSoitMI/ZHOuv9KVPeLnMVsI/FY6Z/6nVArlc6nFyqKfpYY6BcrxVybROiliJrSHvUiotDvfFDs6tevn/vNLdf898G4omu5c/E5BCAAAQhAAAK1TaDuBCy9Dbz33nsbduEJa149dOmhzp/qFlXA0gOjUg2UIhBGVPDPsdTuY9UWsIKL71IPx2E5VnKcBIdyC+TgeBKFtGDWjkeFHsD9QowWU/ongSyMHcKkfykKRQKIHvTDNkWrKK2s0JvzoID1y1/+0kU5FJpvUGAsVPg7zJzEMLhjVFMIWNW2hxbU+p5poRnGvhIAVbxa/qAWZkFfiqdqCmkRqhQdNS0ahw0b5nwuyZbU/cW/YJevKdrRvzNpqWsqdP/0H19NXw3OQwtzRa2VE8D9/RQxJIHOL7pVU8Dyiwk6b9hd6/wRN3FroAXTW8OIEXF8QLvUKUJo7bXXLugq+r7qpZLOUUoMC3aW4HLAAQdU5be5ku9lIQFL1zZ69OiK0gj9dvBeQkjwCyNgBQWlUkXYX3vtNfc9UAvWuvJ/VqoAvV8w0++r0ibDpEP7X4ZVK5K7EltxLAQgAAEIQAACtUOgrgQsRV7pza5/0aUFitJG9OCnh0Y1vd3WA50WC/63wFrcKgqnnDBSLhVDYoDeeCqNSU0PdDvssINLs1B6mQQEzVWRPIoUU80b/wO93nhqsRFs1RSwgltll0tPqPZXQtevyKHJkyc3DF2Ik94mT5s2zSZMmNBgK/HbcccdrX///stES/mFGEVbaLGvf7L9zjvv7B7GZT9dv4QiRchpce21Um+P/VvR63jNQ4KTdoZS9Jx8TdelxauK/Sp11BNWlBajxZ3ng975ggKW9/eNNtrIRW6pnxZASoVVKpLSTdXU7/bbbzelnBWbi/6uvu+++66bj/86S6U1hfWzSlMIq20PCReKuvG+Zxpf0XnyC3EWe0XmBG3hMY4rYAWLLOucxx57bOL1X5K6v/gX7IVspehE+bi+ky+++KK7d/lFI6X57r333st8J5P0VS24JSh493F9J5V2KR+QkKj56vy6hygKxn/cwIED3X3Za2H8WceGqbkUTAUMs2udWPrFkbCiV7F7sz9tTVwkosuGpVoxH5Agsuuuu5ZkqnFL1YWSeKX7uHdP9H6bldqs+5x8TraSGBK8X1Xrt7mS37FCApZSe/3RdWHSQ/01orzfF/lHGAErGD1V7J4VPC4odKlGn2r16feglDDlF1D1rKJNJLRjYrmmtPzrr7++YTOYpopELTcvPocABCAAAQhAIH8E6krA0oJW0Vd6OFTTgvLQQw8tWoBUhcYlAni1IfSQr/oleggPtjCLFvUJLkIkyihtqlRURnAhru26Ne9gSk5YYSGMmwbf7CpK6LjjjnO1YpqiaZFyxx13NIgPXbp0cW/ZxatQ08JTttJiQK2YiFgokki1zhRdVqh+ljgoRcNLPSo2ruyq80uU8s6vMRWpUijl0EvxkqDqCSwSV9THL5AWErBkf0UDFqpV5bFR/RhFgnm+XmqBpz5auGj+XrRQqUVMWD8Ls+BPyh6F6rf95je/KRgtIFso6kqLYs8WYhJXwApG2cQdL8z3Lsn7i3/B7s2lU6dOLgqj0PdS1/+Xv/ylQRgt9t1JyleDLCSADBgwwIlShVKMg1FgwQinMP4sLmF/C3TcnXfe6QSbMLWB/IJTJWmHxfzGH3UTphi3xgn6gOat9HqJfYVe7MgHbr311oaUx2JCnYRkCShe5KoEMe2oV2yHTdlWLzi8DQ10bv0+FNodN6w9wny//McUE7D8dcXC2MmfPui9nAre90vdO/x2LCYq+X/PZTOx9WoV6pr0+yn+3u9coWi8oAhW7DmkEMdgNGqYHRMrtQfHQwACEIAABCBQHwTqRsAKLma0mDr88MPdIrVUCz5YF9s1L+xDsv9tq84bZten4NyLPcyGFRbCuHZwsaY3yypSW0o0CTNumGOC11sqbdI/niLW9BDuRRIVetsfFEzCvCH3LxB0PtWhCi6U/IvwQil4ha5bCwItgpRKqlYotSK4kAmzIApGd4RNNQoKCf6C7P75h/WzMAv+pOzhjxQoJTx71yVbKF1VGzp4La7g5BccNGYlC74w35NCxyR5fwmKF8WiBv3zCgrRwe9kkr4aZBFmB9XgSw5/2nQYf9a1h/0tCIqs5WoM+oWOMDvOlfMhCUCqD6cWdrygD4SpZ+RPRS+URqvvnuaiWoRq5VINveuS6K4oJUXZqRWbS1h7lOMV/LyYgBX8/SoVdVYofVCbpFQiYPmjp4pF0ikS19tpsJjI5feHQve+4Est1eqSIBy23XPPPQ2CYzCFMewYHAcBCEAAAhCAAATqRsAKLiYr2eLav3AoFpkS9iFZD5JaXEsY0+JN0VdhdvXziwbFFhthhYUwbh9crFWymPfPI8y5gg/CwciVYimThcYutygLCiZh6r4EfafQg7v/vGFEMW/uwWsNplYEFzJh0tC0Y6PSt5QaqNQNpQUNHjy4bPH54HUWS/MI62dhFvxJ2COY/lpMdA76jwRQFcjWvNUq8flCvhjkWWo30jDfkzDHJHl/CYoX8imlBZZqhcRopR1JpFBL0lf9wknYujtapEsE1/dO92VFZ2pnTrUw/qzjwv4W6Fj/faNUSlawXlWYFx+l7BKMiFFapV7otG7duqQ9gz4Qpi5i8DseFMaDwkglv81+obpYFFkl9gjzHfOOKSZg6XP/vEqJg4XSB7201jAphDpXMHpKopJ+o/zNP9diQro/IrAQS//9THOUv3gp62G4+edQSfphmLE5BgIQgAAEIACB+iFQNwKWP4qmkuKjcoXgTj+FBIykHpI9V/SLBsXS+cIKC2HcO00By2+rSgtfK4JCOwCqFepbbjFViE25hWtwAVFJeoQWykqx0eJALdg3KGCFXWiGsXHwmDBCnfqE9bNy3IKLff3/YlFf/rmWGze4U1sYkVLjR9kivhTnIM+4glgUm4btE+b+EnUB6l/MV/p9Ljb/cr4aFGiqwb6c33lzreS3IBglVkw09kfQlKuxGMbmQdEorLhaSrQJa6vgd9x/bRqjUIRrsbGDv82F+lZijzDsvGNKsfC/mCj1vOEXWf22ryQCS/PxC6FBgSoo6BeLnAreN4PipP93OWzEnp9nud/mSthzLAQgAAEIQAAC9UugbgQs/4NipW//gguXQg/71X5I9oq4q6aSxlaBcK8+T1MIWMEC1JXUwIobgRXc/TDO1zO4WIpip3IL1+CDf5z5BhfawYVM2IVm2DkoskOLQKUPvvPOOw3RR+pfbKGTlIAVdmFezh5xFsT+RWlc0SNYuDjueGFtGua4KPeXqGyC9ggjUha6hkp8Negjqi+nGmhxWjm/iyJgBb/fhdLggil2YdL2yl1n8FpK7V7nH8vvA2F/E4JiY9D+wRTtcnMv9XlTvlwqJWAFRaNCfP0vPoIRT5UKWP7oqWCUrv/3qVTkVHDOwU0C/CmAUTYQiPLyKI4v0BcCEIAABCAAgdokUDcCVpgIg2ImDj5MattuPYT7i9ZGEUZ0Pj00quirHvJVy0KphfPnz3c7eRVrTSFgBSMYwhb51ZxnzpxpX331VdH5S4xTVIbXgouOSgWwUl/N4FvkKHYqt3ANLtDi3CqCtUGqIWBpASxBUnaRWKUFjfxMPuYvWh6cd14FLL+Nw+6u5l27fzEdV3AKRuaFXfDH8Z9g32reX/wL9kqE1HLRUv45V8tXg+JhpfV6Ctmg3H0gioClPv5d6wqlOgZrZVVjB7ew1xLkkISAVWhzgKjfgULRllHu+WHOXy4arVwaoV/YDUZNVSpg+SO+giKVX9wqFznlvyb/scF7WZjU0SBD1cPTRiHexiJRhewwtuEYCEAAAhCAAARqlwACVgjbhnmYrPQhWQLPQw895KJelixZEmIW//+QphCwdDZ/WkKhnYsqmrTv4OCb2CQFrOBir1I7adrlFnvVFLCCC4w4Apb8Srt0qYabt7tXJTarBQErbFRXIfEhroAVTEmsVvpcGBsmcX9JUsCqtq9WIpqF4RnmPhBVwArWwQt+7/wCRNgNGcpdU7l7WrH+WRewCkU6Rbnnl+Onz8sJWOXSCP2RxkFBKMwzh3+OweP9v3v+3/FykVPFUlX911LJyyz/HMtF4oVhzjEQgAAEIAABCEAAASuEDwTrFMVNIVQtiL/97W8u+qpY01vUtdZay+2spN2pVJR7+vTp7vCmErD8Cyedt5LiuqWwViJgVTtqJcpiptxiL4nFsscvqoCldKsxY8bY+++/X9QUEiWVTqsdJjfaaCPTwuTee+91BazVakHA0nVU8qbfX6clroClcz/99NP2+OOPN9ggbvSM7hmq8Sb76r7QpUsXU8qQbOm1pO4v1RKwggyS8NVgWm+WI7CCOzH6/S74WTkBIsTPmTuk3D2t2DhJC1iVCs5hrjfKPT/MuOUErFJphP6IpkIlDSoVsDRfvyDm+YlX/P/TTz91l1QucipYG8073n9fjLoj8VtvvWV33HGHKcqy0vtyGHtwDAQgAAEIQAAC9UGgbgSsiRMnujemamnWwFIK1+jRo93OQV7TAlSLUe3os/baazshQQKWv4VJgQxbmyisawd3ZavW2/9yApb/jXHUt73FrjHKYqbcYi8YQRG2nkwYO0QRsLToHTdunL3++usNp2jZsqUpTWXjjTe2jh07mmypdCW/8BFWiAvrZ+W4aXJJ2CMrNbB0fUGmcesXKd141KhRDfePVVdd1Y455hgnaqsleX8Js5NZIZ8ulTqUlK/mpQaWx8v/skA7AQ4bNsw6depk/nuwUtYlxiqFPW6LyicJAcufalfpBithOES5x4QZt5yApTGKpRH6vxOFShJEEbD8ApGXii4hV5uEaLwwv6USl+6++26TYKXm/Zb5f5Oj/r5RAyuMV3EMBCAAAQhAAALlCNSNgBVnF8Lggjhqodjg23Q9rGusbbfd1po3b17UVnqovPPOO91iX62pIrB03gceeMBefvnlhrn16dPH9t5770bCRzknC35eTsDyP/RXM3UxKcEk+Na6GpE7HrMoAlZwZ7P27dvb0KFDrV27diVNFWa3TQ2QdQEr6i6Ewe9ZNeyoKAwJ1l4knITEQw45xAmJlTbNT+mgzz77bENXf1Rk0veXYvVxyl2H//u8/PLL2/Dhw61Dhw6uW1K+GoyarWT3TkWySPxdaaWVnJ369+9vyy23XOiopSiCSbDO1XbbbWe77LKL+X+3gvXxynEv9XmwplHYmmZJCFhBgbMa0XL+a49ijzBswwhYxdII/YJQoaioKAKW/77niVWqN6lob7Ww9zO/z+l7o50d9fyhGopxfo+DuxAeccQRLvqXBgEIQAACEIAABCohUDcCVjASopJ0OC0alcKnVuwNcZiH5ODOfmHcBeaaAAAgAElEQVQfKIMCSVMJWLreuXPn2s033+yKgKtpAb7//vubUhSitnICVnBR261bNzvooIMaFc2vxrnDpquUiyQKCgeKoDj00ENd+mfcFkXA8qetVbLg8AsNmndeUwiDopHEEokmEk9KNRX+vvHGGxs2IAj7/SxnYy3clJrpFS+WEKHFmxaZlbRgdJU/UkfjJH1/8S/Yw0YDlbNFkr7qFwkKFUcvxL7Uhh3l7gPeeGF+Cwqd2z9f+ayisCQ+aIdQNU/UqsRnih0bTG8L6+tJCFjBSN+o349i1xrVHuU4hxGwgpxVZH6HHXawW265xZTWVyyqOYqA5T+Xt3mFrl11ENUKFbgvdI3+ZyU9axxwwAEuKkv3l0qj1/3j+3nFGaecXfgcAhCAAAQgAIHaJlA3AlZwISXx4vDDD3dvJUs17damh02vCPYaa6xhRx11lHuQ87cwD8nBBVCh1IFCc3n11VddQXWvdkRTCliaj4SNhx9+uOH8Sm9UHRuJgP4UtDBfFfEcO3ase3j3WlAo8ep2aFdGtbCimRcxpugJiQOyleapWmJeC2On4HWEWbjqnLouz0Z6c62op3KiiXgoxUP95JO9e/duFJEXRcDyLxRKbZvuv07tSKh5lLKLd3zWI7A0T//ObhJbFOXQs2fPoi4q/uL25JNPNhwTdlFfzu9179HuW++9917DoUoXVjqYhJUw7csvv3T3IS32vabr0XV5u6EmfX8J7hb3y1/+0vl4MN05eF/U4tfb7TIowiTpqxJ+VAfOEw7DRI8qGkh1erz5+ut1hbkP6Nqj3GPUzy/c614g2yoaTAX5w4rtYXzJO8YvmCmN/dhjj13mdy04XhICVvAFgH5TdtxxRxf5Vu73Rb9NesGk+70i5nbddVeXil/pb3Ml3LxjwwhY3u+nNmxRkzgnAeuee+5xNTBVOuDAAw9c5uVMFAFL4/vn1LdvX+dTuqdXkprpj86T32kcCc2yU3C3xEq4+X83qhlNWMkcOBYCEIAABCAAgfwTqBsBS6YKRkLooV2RMkqxKtQUfaSF55w5c9zHepjefffd3QNdsAUXLXp7rlpD/haMpGrbtq0T0bx0muCYWlRLvNLDr7/ge1MLWIXq1IiFFrBKcxG/UgsNXYdSKZ566im3uAvuulgo0icoCGmhr9QrCUOFms7x3HPP2RNPPNGw+CwkQERZXIZZuAZFN81RAsM+++xTdIGviB/5lycaaZGht93+6LYoAlYwkko1S5T2WSxNVW/WVRj8ww8/bIQ2TARWqYK+YbglZY/58+e7yEHvu1vKf+Q7U6ZMcXXDPOFCIKolYGkspfLcdttty9S+Gzx4sFsUFvv+6LsiUUVz8+8kqXRQRZXpHua1pO8vQQFLc1b688CBAwtGR2rxLAHJm3ehaJMkfTX43ZEQLkFK34dCvIMioRgfeeSRpjpjamH8WceF+S0odA8Lzlf3V6Wv6/4bt3ZaofP5U8WCqZ3FHm2SELB0rmDUrWy17777Wo8ePYp+N7SpiV4aeJtOBO3lXUNUe5R7vAsrYPnTCBU1qZ1m9XJGPqho5l69ei1zqqgClj8dc/XVV3f3G/0L1sord21+cVNik/cbFTW9M5jSW63NCMpdB59DAAIQgAAEIFB7BOpKwCokxCh6YOutt3aLGm8xqAW9Hu61uPIXWy8VVROs47Huuus60UBvhfXQqgWCFsp6MJQo5TVFcu28887uTazedqopGkbRGooiUdFmL6rH66OF4HHHHddQuNn7e9jImChuLHaKwnrppZeWmU+wCL0ezHW8Fu1agL3zzjtu8RdsOm6LLbZwoqB37d4xhWwlAUai0Pbbb+/qOen/68FYi4FJkyY5AcZjVazWUFKCieZdrIC27KtaOrpGCRJiIYEu6F+FIlqiCFjBQt/ivNlmm9mAAQNcVJq4ia/EHdlTwq63CPTbSMdrwRJs/sWNxt5qq61sm222cSKGhCIvIifMgj9Je+i6tMD1RCnNS1GDigLS906+IpFavjNt2rRlhNVqClhiGFxwe1z1/ZFfaydIrxi7xM13333Xpf9IWPE3MT7ssMOWEciTvr8EBSxvTlrg7rbbbk7wkw/o/vnCCy84//aEd/mJxFzx97ekfTX4nfSEd30nJbxrvrrfyv4TJkxouN8Xmm8Yf9a1hfktKHYP9kcO+o8pt3tclHt6cPMJ1ToqlxqelIAl39X3UBGQ3j28kK3kT7Nnz3Z14PwvQ0q9XIpjj1JcwwpYwTRC/+/40UcfXbA2YVQBK5gG7Z0rbLS3d3xwB2L9PWw0byFmwbqESfhzlO8AfSAAAQhAAAIQyB+BuhKwZB5FyqgejVdXJKzJvGKmwdRBr3/wAc0/rj/sPlhTKsz5tWDt0qWLW8x6qWaFCqAmKWBpnl6kiiLC/MJemGsIHqNF75577ukW4cWiT2QrRXB4BbDDnqdUpEWSgonmJ9FEdWv8EXNh5i0OSikL+lcUAatQse9yc5ANFOWhyCUtbNWKFXb2R24Ex6005SpJexRaFJfiIFFUQrOXulptAUvnlqCi76kWmlGaxC7VgysWtZnk/SW4YNd9KSiuFbom+ZbEUKWEBaMAk/bVKN/JYpFlYQWssL8FhVgFRSUdU63dX4PnC6bVh9ldLikBS3OTqC5xXOJ+8KVNqe9KuUjAOPYodd6wApbGCEYa6m/F0gf1WVQBSwz1mxl8vhk0aJB78RO2FWKmyDEJboocr7T5BbEwuyFWOj7HQwACEIAABCBQPwTqTsDyHpRVlF0pbeWEBr111IOfUmVK1XoptVgOPvhpgaxdfcot/rTYU+SMHj6///57lxKlaAG1Qm8wkxawvK+FHq71QB6MICr3tdH1SAhUVE8p4co/juyjt+2qwVHOVuqnBb4iPSQaFmpJCibe+QrV+SrGRkxU90oRLNrpLNiiCFiejz/66KP24osvLhNZFDyHon4UkaLoC+06+corr7hDitUpkbCo1MdgyqH6+BfBYRb8SdtDEW9KLZ04cWJJ/1E0jmrRaFH65ptvuutPQsDSuLKpbKOFuj9lsdT3x4seU7peMFox2C+p+0tQvFAUmFJ2FWFZrEnkkqhZKhVMi+6kfNWbl4RD1eIqd88VZ30X5cdBsS2MP+t8lfwWBLkF60Hp80o2HCl3Dw5+7o/4ClOXKEkBS3PT91UvalT7K8xLkjD+FccepXhWImAFhclym2tEFbA036BYFiVyqlDU2KabburE83J1yQox80ftxqmjVal/czwEIAABCEAAArVHoC4FLM+MXuqIIkpUHFkLczVFYSgaQ0V/FYVSSFgo5Ap6+FYEjoQxvcH0aj0V2nFHD4haKEtgUEqEJ87oYVPnlnAlYUNv371F75///Ge3lbVaoZooTSVgedeu61MamhYcipJSsWFPYPM46m2r5qoUBhXXLSUClvp6FbOVFpniK7FB9tJ/i9V60vhJCyZ+NtrNSemiYqO0Ks8fPP/ybFxqN7qoApY3Dy/dZsaMGW4OWsxpAaJzipUWx0pd9Jj535SX2mlO85IoJB9W1JbX/KkqYRb8TWUP+Y+EOdW60nddwpEi9SRcKf1RttD1NuV3SN952UX3DAks4ugJWp6NVGNM9yBxDXsfki2SuL8UEi+UIq1oD70QUDqg5q/vuDZOqPT+mZSv+r+Tun9qga//yif0fZAf6J4rkU3psMUEwjD+7D9X2N+C4H0v7HewGo8j/h0AwwgdSQtY3jXphY38Sr/NeiHg/a74vxeqHaXvhbeJQSkelfw2h+VaiYAVFITK1aSKI2ApbV/PCt4zRdTIqWDKsD+6NiwjHeevzVeq7lclY3IsBCAAAQhAAAL1SyDXAlb9mo0rhwAEqk0guMistG5MteeTtfGiiBdZu4Y8zMe/gYVSRVWsv9xuplGvK1g3LUwaYdRz0a8+Cfh3Ay22i3N9kuGqIQABCEAAAhCIQgABKwo1+kAAApkmoHQxRSKss846rn6cIs3KRWoEd/Hr16+fSyej/S8BBKzkPSGYQqgNB7TTa5JNkaK33nqrS21FYEiSdP2NHfRn3U91X6VBAAIQgAAEIACBqAQQsKKSox8EIJBZAv6aK2EX5Ur50gYPWnSVq1GT2QtPcGIIWAnC/X9D+8Uk1Xc68sgjnQibZJO/a+MJpYIX2y0yyfMzdu0S8O8yGvY+XLs0uDIIQAACEIAABKpBAAGrGhQZAwIQyBQBfxqWFuU77rij2wWvWAFiFVn+y1/+0lDkm8XWsuZEwErWxYObI5Tapa7aM/ELZ0mnLVZ77oyXTQL+HUZ13919992tb9++2Zwss4IABCAAAQhAIDcEELByYyomCgEIhCWggujatVObDKhpAaVi9dptUYXblU6ows4qzP3yyy+7wt5e0WMWW4UpI2CF9b5wx7311ltOMG3btq3NnTvXJk+ebPPmzXOdW7dubcOGDbNOnTqFGyzmUUGxYf/99zcVSadBICoB+bTuwdo8RLsOH3744YnVcos6R/pBAAIQgAAEIJA/AghY+bMZM4YABEIQUEqgUqM8YSpEFyd0bbnlli5aoFzNrDDj1dIxCFjVtaZE04ceeqjgoNrBce+99y4aMVjdmfzvaH7R9+c//7kdccQRbrdSGgQqJSBB9IEHHnAvByTGHnrooW43YhoEIAABCEAAAhCISwABKy5B+kMAApkl8O9//9tU0F2RLuWaag6pyHDPnj2tefPm5Q6vu88RsKpr8n/+8582ZsyYZQbVQv/ggw9OJVrlX//6l91xxx2uDhwpX9W1dz2N5k9J3Xbbbd1GBMXSt+uJC9cKAQhAAAIQgEB8AghY8RkyAgQgkGECShV877337NVXX7WZM2fat99+a4oQUFOEydprr229e/e2rl272nLLLZfhK0l3aghY1eWvFCuJqyp0LX9cZZVVbKuttnL/WrVqVd2ThRxN85g0aZI9+eSTttJKK9lRRx3ldiakQSAsAUW83n777e6eu/7669vQoUNTEWPDzpfjIAABCEAAAhDIFwEErHzZi9lCAAIQgAAEIAABCEAAAhCAAAQgAIG6I4CAVXcm54IhAAEIQAACEIAABCAAAQhAAAIQgEC+CCBg5ctezBYCEIAABCAAAQhAAAIQgAAEIAABCNQdAQSsujM5FwwBCEAAAhCAAAQgAAEIQAACEIAABPJFAAErX/ZithCAAAQgAAEIQAACEIAABCAAAQhAoO4IIGDVncm5YAhAAAIQgAAEIAABCEAAAhCAAAQgkC8CCFj5shezhQAEIAABCEAAAhCAAAQgAAEIQAACdUcAAavuTM4FQwACEIAABCAAAQhAAAIQgAAEIACBfBFAwMqXvZgtBCAAAQhAAAIQgAAEIAABCEAAAhCoOwIIWHVnci4YAhCAAAQgAAEIQAACEIAABCAAAQjkiwACVr7sxWwhAAEIQAACEIAABCAAAQhAAAIQgEDdEUDAqjuTc8EQgAAEIAABCEAAAhCAAAQgAAEIQCBfBBCw8mUvZgsBCEAAAhCAAAQgAAEIQAACEIAABOqOAAJW3ZmcC4YABCAAAQhAAAIQgAAEIAABCEAAAvkigICVL3sxWwhAAAIQgAAEIAABCEAAAhCAAAQgUHcEELDqzuRcMAQgAAEIQAACEIAABCAAAQhAAAIQyBcBBKx82YvZQgACEIAABCAAAQhAAAIQgAAEIACBuiOAgFV3JueCIQABCEAAAhCAAAQgAAEIQAACEIBAvgggYOXLXswWAhCAAAQgAAEIQAACEIAABCAAAQjUHQEErLozORcMAQhAAAIQgAAEIAABCEAAAhCAAATyRQABK1/2YrYQgAAEIAABCEAAAhCAAAQgAAEIQKDuCCBg1Z3JuWAIQAACEIAABCAAAQhAAAIQgAAEIJAvAghY+bIXs4UABCAAAQhAAAIQgAAEIAABCEAAAnVHAAGr7kzOBUMAAhCAAAQgAAEIQAACEIAABCAAgXwRQMDKl72YLQQgAAEIQAACEIAABCAAAQhAoCYIfPPDj/bV4sVVvZaOK65Q1fEYLDsEELCyYwtmAgEIQAACEIAABCAAAQhAAAIQqAsCT/xnjl31rw+qfq2tmze3K3p2s41+1rbqYzNgugQQsNLlz9khAAEIQAACEIAABCAAAQhAAAJ1ReC7n36yvZ59NbFr7rrySnZVr00SG5+B0yGQeQHr+++/t0ceecRuvfVWe+GFF2z+/PnWv39/GzZsmO211162/PLLV0Ru7ty5dtttt9nYsWNtypQpttFGG9muu+5qJ5xwgq233noFx1qyZIk9++yzduONN9qkSZPshx9+sK233tqOOOII22233Wy55ZYr2G/mzJl27bXX2qOPPmrvvvuu9ejRw/bff3839zXWWKOieXMwBCAAAQhAAAIQgAAEIAABCECgFgjMWfS9HfziG4ldypptlrMxW/Ws+viff/65PfHEE/bkk0/a5MmTbd68edahQ4eGtf5WW21lbdq0KaorSNP47rvvbKeddmo45oMPPrCjjz7a1lxzTbvuuuts1VVXrfq8a2XATAtY3377rZ1xxhl2ww032EorrWTdu3d33KdOneqErGOPPdZGjhxpK664Yih7zJo1yzmGBKWOHTvahhtuaJ988okTlzbffHMnUG255ZaNxvrpp5/szjvvdAKXztmnTx9r1apVwxzOPvts07/gHDRHneuVV15xItm6665rM2bMsH//+9/OWeWYOj8NAhCAAAQgAAEIQAACEIAABCBQTwTyJmAtXrzY7rrrLrv88sudaNW2bVvr1q2bE6u++OILmz59ujOfNAvpAxKymjVr1sikDz30kB1zzDEuyGXw4MEIWBEcPrMC1o8//mhXXnmlnXXWWXbwwQc7oap9+/buEj/88EM78cQTnRClyCxFNJVrUjklhkk4Ov/8893/VvSWIrwkUJ1yyik2YMAAu/nmmxtFR0khPfDAA925r7/+euvVq1ejOfzjH/+wUaNG2W9+85uGKSjK66ijjrK///3vdtVVV9nQoUOtZcuWJkFODn/BBRfY8ccf766p0giyctfJ5xCAAAQgAAEIQAACEIAABCAAgSwTyJOAJW1COsEll1xinTt3tpNOOskGDRpkK6zw/4vFz5kzx2kTt99+u1v769g99tijkYh1//33u8AYBKzonplZAeutt96y/fbbzwlHY8aMsZ///OeNrvLVV191KYQSly666KKiYXpeJ+94RVAphdAflieHPO+885yT3XfffQ1qqMQtCV3XXHNNo797Y06bNs0JVxtvvHGjMeWY++yzjxPZJFL5Uwy/+eYb57QKORw/frz96le/im49ekIAAhCAAAQgAAEIQAACEIAABHJGIE8C1oMPPuh0AWVQKUClWCbV0qVL3RpfQThrr722y/Dq0qVLg2UQsOI7aWYFLCmcSsG76aabXDRT3CZHO/XUU4uOp0iqbbfd1kViXXrppda6dWuX7vfb3/7W/e+//vWvts466zSaxsKFC536qkiwhx9+2EVnKbRQDqvzTZw40Xbcccdlpn7HHXe4qKw//vGP7nw0CEAAAhCAAAQgAAEIQAACEIBAvRDIi4ClyCoFpqh+tjKvpBmUal4mmYJglCl27rnnukwsZWA988wzjbqefvrpdvLJJ5u/BpY0AtXWkmbw/PPPu/pa2223neuvskTBpnrdL7/8sov80vFKb1RZJEV/7bvvvo2ixNTXE9E0P5VBUobYZ599ZjvvvLOddtppy2geWfPHTApYixYtcvAeeOCBBmEoDjhvPNXSUjH2fv36LTOc6mAdcMABLuJLYlW7du2cI6helf7+pz/9aRnjaxBFf/3hD39waYiKBvvqq69cyuPHH3/sCsUrOivYlJbYt29fJ8xJ6CKNMI516QsBCEAAAhCAAAQgAAEIQAACeSKQFwFLgS5DhgxxKYMqcbTyyiuXxfzOO+/Y8OHD3TpfATmrr766jRgxwpTBpVpZm2yyidMbVMLo8MMPbxCwNLA2lnvsscfcMcoa++ijj0y1vJW6qHJIm222WcP5FVCjdESJUWo9e/Z0opTXR2LbxRdfbJ06dWro4wlYu+++uxPlVDheNb7XWmstF8gT5vrKAkjwgEwKWJ4IpP+qUJpC8WQUwf7yyy/dDoBSQRXdpPzScu3rr792OwZKOPIipYJ9VHhNApTUx3vvvdcVXleRtT333LNRVFawn8Sugw46yC688EL7/e9/3xC1peM0dxWLD7ZCYlm5a+BzCEAAAhCAAAQgAAEIQAACEIBALRDIi4AlgUjCjrK59C9YmL2QLbT5mwJylKl19913NwTQlEshfPvtt61r165O7Ordu7c1b97cFixY4EQoRWRJFDvnnHOc4CSNRKWRVAqpf//+LrDG0x4kbOl4BcsoskrjaVM8NW8O+t9XX321K32k8/zwww9u3Ky3TApYnpikHQAFVA6jplxTGVCRUWrFdgAMI06FOSYoThUyZvCYMOJUmGOy7jjMDwIQgAAEIAABCEAAAhCAAAQgEIVAHgQs1cTWBmxKz1NGllLywjRlgGnjONXy9hdsDyNg3XLLLbbLLrs0Oo0X0bX++uu78RQlpais4447ziRWKdMsWJfLm4Oy2iR0KQPML2Btv/32LkhotdVWC3NJmTkmkwLW+++/74qjv/76604pVIqetptUOJyURv1duaKKqFIeqqKrSimhhaKr8ixg6fppEIAABCAAAQhAAAIQgAAEIACBYgRUozmrLQ8CVjEhqhxTfz+vzpVfPCq2C6Gyy1T4XWmE/jZ79mwnVmlzOKURKrXQS230R2UF56WMMukoqtGtjeT8c1BNbkVv+TecK3ddWfg8kwKWVzz9xRdfdKF3CpkLgpXBJHIV2lUwjDgV5pisRmAhYGXhq8McIAABCEAAAhCAAAQgAAEIZJcAAlbPWMaphoBVSQSW6lF5ApV/4iqtpCLuat7nqsF95plnutpYKvReqCmV8Y033nA1uhUR1qZNm4YUQr+wFgtSE3fOpIDlRUxNmDCh6E5+c+fOdTsE6r9ezapi7GQ4KZZKPRw3blyjwmdeH++cn3/+ud1zzz22wQYb2JNPPumKuP/ud79zOaUtWrRY5hSeyHXJJZe44/7zn/+4WlpqhXYu1N+9FEI5msIKpaDSIAABCEAAAhCAAAQgAAEIQAAC9UAgDxFYskNT1sCqRMBS/SrtIBimIWCFoRTjGE9wkrijrSBVtD3YlOt50kkn2WuvvVZWwGIXwhjGoCsEIAABCEAAAhCAAAQgAAEIQKCKBPIiYFVjF0JFSamVq4FViYClWlmKqvKnB4YxjzcHIrDC0Ap5jIq3a0e///mf/zGFxnkRTf7uXgSWwum8iKlSw6sCv3YN0DaWRx111DKHetFWp5xyiisa37p164YdBfW/C0VTeULb3//+94bdDRcvXuycSOebOHGi2ykx2G6++WY7+uij7Y9//KPb4ZAGAQhAAAIQgAAEIAABCEAAAhCoFwJ5EbDmzJljJ554ok2ZMsUVPR84cGBJE/344492/fXX28iRI23YsGF27rnnOm2h2gKWtIbDDjusUXpgGN9BwApDKcIxkyZNsr333tv9U9jez372s0ajyGDaBUC7FCoPVAXeS7VXX33V9tprr4I1s+RkKmCmNMD77rvPBg8e7IbSrgNnnHGGc1T/373zTJs2zdXh2njjjV1lfy8VUE6hecnR5bj++l3ffPONK6AmwWz8+PH2q1/9KgIdukAAAhCAAAQgAAEIQAACEIAABPJJIC8Clug++OCDThfQTn9XXHGFW/8XatpwTmt8BbSsvfbariB7ly5dGg6tZgTWxx9/bMcee6wtWLBgmfPohAoK0u6EjzzyiO233352+OGHW/PmzamBldTXxRN67rjjDucAchgJRHKKyZMnOxHo7bffdjWtVKeqXPvuu+/cGBK7JFYpZE6il0QqRXkpEkpbSSoUT6F7XtNOh4oAa9++vRPStthiC7fj4YcffugEqkcffXSZKDFFhynKS5FZisQ66KCDnIj17bffujxVbcWpz/XZ8ssvX27qfA4BCEAAAhCAAAQgAAEIQAACEKgZAnkSsBTwoiwqBbwoHVCljHbddVdXFN1rqqWt2twKflFTVpcCaKQdeM0TsJQZpn/eZx988IHL0KokhVAC1ahRo2zEiBG27bbbunrcm2yyiRtT83388cfdZ2o6bvPNN3f/mwisBL9C2o1QxdclEq222moOuoQoFWNfaaWVXJqhhCdtN+kXnPr27etC+5T2165du4bPZsyY4ar3K3qrY8eOTkH95JNPXFF1jS2FdMstt2x0RTK+0g7PPvtsU8qgdj1s1aqVTZ061f1//V3/ghFgL730ktuy8s0337SNNtrI1l13XdP5dU0S3CSk6fw0CEAAAhCAAAQgAAEIQAACEIBAPRHIk4Alu0gXeOCBB1zdqXnz5lnbtm2tW7duTsTShnDTp0935uvevbvTB7baaqtG4pU+U/1uBbeoqe+AAQNcYMvMmTMrFrA0huqCX3bZZXbrrbe6MXv27Ol0klmzZplEsVVWWcWJbnvssUfDXBCwEv6WKWpJNa7uvvtuU1qhhKw999zThg8fbr/+9a9dGJy/KWKqmICl4xQdpXS/sWPHujxWiUtSTxXRtd566xW8miVLltizzz7rBC7N4YcffnCF5Y844gjbbbfdGqUI+geQIypqSwKcRLIePXrY/vvv73Jh11hjjYTJMTwEIAABCEAAAhCAAAQgAAEIQCB7BPImYHkEVYNb63uVBFJmmMQsRWX16tXLRVxJo/BHZvnJSwSTtqGIKAlMKol08cUX2+zZsyMJWBpbYyrAx9sAz5tP//79XdqgAmn8DQEre98FU20qpenJMfwRWBmcKlOCAAQgAAEIQAACEIAABCAAAQjUFYG8Clh1ZaQMXmyzpSoqVUNNKYaqLfX111/bRRdd1FDxv4YukUuBAAQgAAEIQAACEIAABCAAAQjklgACVm5Nl+h1f9UAACAASURBVOrEa07AUvSVCrGfc845rvA6DQIQgAAEIAABCEAAAhCAAAQgAIHsEEDAyo4t8jSTmhOw8gSfuUIAAhCAAAQgAAEIQAACEIAABOqRwPGvTbMZ879N5NJ3/fladuJG6ycyNoOmRwABKz32nBkCEIAABCAAAQhAAAIQgAAEIFCXBD79bpHd+v6/7dOFi6p6/Zuv+jM77pedqjomg2WDAAJWNuzALCAAAQhAAAIQgAAEIAABCEAAAhCAAASKEEDAwjUgAAEIQAACEIAABCAAAQhAAAIQgAAEMk0AASvT5mFyEIAABCAAAQhAAAIQgAAEIAABCEAAAghY+AAEIAABCEAAAhCAAAQgAAEIQAACEIBApgkgYGXaPEwOAhCAAAQgAAEIQAACEIAABCAAAQhAAAELH4AABCAAAQhAAAIQgAAEIAABCEAAAhDINAEErEybh8lBAAIQgAAEIAABCEAAAhCAAAQgAAEIIGDhAxCAAAQgAAEIQAACEIAABCAAAQhAAAKZJoCAlWnzMDkIQAACEIAABCAAAQhAAAIQgAAEIAABBCx8AAIQgAAEIAABCEAAAhCAAAQgAAEIQCDTBBCwMm0eJgcBCEAAAhCAAAQgAAEIQAACEIAABCCAgIUPQAACEIAABCAAAQhAAAIQgAAEIAABCGSaAAJWps3D5CAAAQhAAAIQgAAEIAABCEAAAhCAAAQQsPABCEAAAhCAAAQgAAEIQAACEIAABCAAgUwTQMDKtHmYHAQgAAEIQAACEIAABCAAAQhAAAIQgAACFj4AAQhAAAIQgAAEIAABCEAAAhCAAAQgkGkCCFiZNg+TgwAEIAABCEAAAhCAAAQgAAEIQAACEEDAwgcgAAEIQAACEIAABCAAAQhAAAIQgAAEMk0AASvT5mFyEIAABCAAAQhAAAIQgAAEIAABCEAAAghY+AAEIAABCEAAAhCAAAQgAAEIQAACTU/g2y/Mvvmsuuddu1t1x2O0zBBAwMqMKZgIBCAAAQhAAAIQgAAEIAABCECgTgi89Gezu4+o/sW2bGN20rNmHXtXf2xGTJUAAlaq+Dk5BCAAAQhAAAIQgAAEIAABCECgzgh8v8Ds9J8ld9GdtjI75fnkxmfkVAggYKWCnZNCAAIQgAAEIAABCEAAAhCAAATqlMCX/zY7v1NyF79aR7PzP6ra+EuWLLEpU6bYgw8+aM8884x98MEHbuyePXvaNttsY3vvvbdtsMEG1qxZs9jn1NhHH320rbnmmnbdddfZqquuGnvMWhkAAatWLMl1QAACEIAABCAAAQhAAAIQgAAE8kAgRwLWvHnzbOTIkXb77bcXJdu2bVs76aST7IgjjrDWrVvHsgACVnF8CFixXIvOEIAABCAAAQhAAAIQgAAEIAABCFREICcC1o8//mhXXnmlXXPNNbbtttvaiSeeaN27d7c2bdrY0qVLTeLWhAkT7KqrrrJZs2a54wYPHhwrEgsBCwGrou8SB0MAAhCAAAQgAAEIQAACEIAABCCQEIGcCFgSpY477jhbuHCh3XDDDbbhhhsWBCIRS+JW7969nYi12mqrRQaHgIWAFdl56AgBCEAAAhCAAAQgAAEIQAACEIBAFQnkRMCaOnWqHXjggS7qqlQ9qi+++MIJXWqXXXaZdezYsRGsTz/91MaNG2ePPfaYTZ8+3Tp06OBqZx1++OHWpUuXRhFbpQSsr776yh599FF74okn7LXXXrMFCxY0jDVkyBDr0aOHNW/evOHc999/v51wwglOVFtxxRXt8ssvt88++8x23nlnO+2002ydddapolGTH4oUwuQZcwYIQAACEIAABCAAAQhAAAIQgAAEPAI5EbC8CKyvv/7arr32Wtt0000rsqHSDB9//HG74IILXIph586dneAkwUtClmpnnXzyyTZ8+HBr2bKlG7uYgDVjxgw75ZRTXDF5jdGp0/8Wwf/oo4/c2Brr0ksvtb322qtBEPMErN133931U2H4Vq1a2VprreWOXXnllSu6nrQPRsBK2wKcHwIQgAAEIAABCEAAAhCAAAQgUE8EciJgqQbWzTffbJdccokTjRTlpOglCVESgsq1d955x4455hibO3eu/eEPf3C7FarIu4StyZMn29lnn20ff/yxKxK/5557FhWwlMJ4zjnn2NixY12E1/77799QLH7x4sWuwPz5559v/fv3d0KbJ0x5ApYGvvrqq22fffZxEVo//PBDqPmXu76m/hwBq6mJcz4IQAACEIAABCAAAQhAAAIQgEA9E8iJgCUTSTxS+uBtt93mUvbUFO2kelcq7P7rX//apQEGBa2ffvrJ/vjHPzrh6KyzzrJjjz3WWrRo0cjqzz77rB155JEunVDF4iU8FYrA0t9GjBjhRCuJXcHIqdmzZ7sURkWK3XTTTU5gU/MErO233z52ba4suCsCVhaswBwgAAEIQAACEIAABCAAAQhAAAL1QiBHApZMoogppek9/PDD9tRTT9lLL73UyFISjBRppQgniUxqXl0s9bvlllucyBVs8+fPd7WoVM9KUVSbbbZZ0RTCUq6h2ljHH3+8zZkzp6CANXToUDvvvPNsueWWy7WHIWDl2nxMHgIQgAAEIAABCEAAAhCAAAQgkDMCOROwgnQXLVpk7733nj3//POuMLvqS6lJKDr33HNthRVWCCVEKZXv4osvdgLX6NGjbaeddgrVT+eX+PXhhx/atGnTTJFcEsF+8YtfFBSwTj/9dFdrK+8NASvvFmT+EIAABCAAAQhAAAIQgAAEIACBPBHIuYDlR71kyRInZF100UWunpV2/Bs4cGAoIUrjKMVQuwOqdtXgwYOL9lMqo3YyVB0sTzDz5qHdBPW5/lsohRABK09fDuYKAQhAAAIQgAAEIAABCEAAAhCAQDYI5EDAkiB0xRVX2AMPPODqX/Xs2bMkuzvvvNPOPPNM88SiYrsJ+gfxR2Ddfffd1q9fv4ICluaiGlhKM1S6Yt++fd2OiBtssIGtv/76bsgTTzyxaAohAlY23J5ZQAACEIAABCAAAQhAAAIQgAAEIJAnAjkQsFSE3YuMUv2o4cOHW7NmzYpS9gqme2LRl19+6USlmTNnFq2BpaLrqoH1+uuvl6yBNXHiRDvssMNcZJd2IVxjjTUazcOrt6X/EoGVpy8Cc4UABCAAAQhAAAIQgAAEIAABCEAguwRyIGAJnlIDhw0bZhtuuKFdcsklrsh6oaYIqfPPP9/++te/NqQCVrILoXY0VOrhaqutVjACy0szLBZJ5e1mSA2s7Lo8M4MABCAAAQhAAAIQgAAEIAABCEAgbwRyImD5U/dWWWUVt9Of6lQpAqp58+amYuoqoq7UvvHjx9ugQYNchFS7du2cRd555x23O+HcuXPtD3/4g+29995ul0Ltajh58mQ7++yzXd2skSNH2p577un6FEo99KK7tttuO7v00ktt3XXXdcf++OOP9sILL7j0wrffftu6du1KBFbevgvMFwIQgAAEIAABCEAAAhCAAAQgAIGMEsiJgCV68+bNcwKTRKpSbcCAAS4Kq1OnTg2HSah6/PHH7YILLrBZs2a5+lUdOnQwpfpNnz7d2rZt63YHVHpiy5YtiwpYEsBUX2vChAmuT7du3ZwQ9tFHH7lxf/Ob39h3331nkyZNMtXS8up1BdMaM+oNoafFLoShUXEgBCAAAQhAAAIQgAAEIAABCEAAArEJ5EjA0rVqp8H33nvPHnroIXvuuefsjTfecAgkRm255ZYuKqtPnz5OVCrUPvnkEycsSWCScKV+O+20kw0ZMsS6dOnSqLZWseLvEr00hnYh1DEaY5tttnFj9OjRw+666y4ncvnrdSFgxfZUBoAABCAAAQhAAAIQgAAEIAABCECgbgnkTMCqWztl7MKJwMqYQZgOBCAAAQhAAAIQgAAEIAABCECgpgkgYNW0eZO6OASspMgyLgQgAAEIQAACEIAABCAAAQhAAALLEkDAwisiEEDAigCNLhCAAAQgAAEIQAACEIAABCAAAQjEIHD5Fmaf/G8tqaq3rY8yO+DGqg/LgOkSQMBKlz9nhwAEIAABCEAAAhCAAAQgAAEI1B+Bue+bPXiG2dwZ1b32Dbc32/ea6o7JaJkggICVCTMwCQhAAAIQgAAEIAABCEAAAhCAAAQgAIFiBBCw8A0IQAACEIAABCAAAQhAAAIQgAAEIACBTBNAwMq0eZgcBCAAAQhAAAIQgAAEIAABCEAAAhCAAAIWPgABCEAAAhCAAAQgAAEIQAACEIAABCCQaQIIWJk2D5ODAAQgAAEIQAACEIAABCAAAQhAAAIQQMDCByAAAQhAAAIQgAAEIAABCEAAAhCAAAQyTQABK9PmYXIQgAAEIAABCEAAAhCAAAQgAAEIQAACCFj4AAQgAAEIQAACEIAABCAAAQhAAAIQgECmCSBgZdo8TA4CEIAABCAAAQhAAAIQgAAEIAABCEAAAQsfgAAEIAABCEAAAhCAAAQgAAEIQAACEMg0AQSsTJuHyUEAAhCAAAQgAAEIQAACEIAABCAAAQggYOEDEIAABCAAAQhAAAIQgAAEIAABCEAAApkmgICVafMwOQhAAAIQgAAEIAABCEAAAhCAAAQgAAEELHwAAhCAAAQgAAEIQAACEIAABCAAAQhAINMEELAybR4mBwEIQAACEIAABCAAAQjUM4EjXp5qnyz8rp4RNPm1r7vC8nZrn+5Nfl5OCAEIlCaAgIWHQAACEIAABCAAAQhAAAIQyCiBgU+9lNGZ1fa0JuywZW1fIFcHgRwSQMDKodGYMgQgAAEIQAACEIAABCBQJwRObF4nF5qxy7xmScYmxHQgAAEELHwAAhCAAAQgAAEIQAACEIBAVgkgYKVjGQSsdLhzVgiUIICAhXtAAAIQgAAEIAABCEAAAhDIKgEErHQsg4CVDnfOCgEELHwAAhCAAAQgAAEIQAACEIBADgkgYKVjNASsJuH+9eL59sV386p6rvVXXreq4zFYdggQgZUdWzATCEAAAhCAAAQgAAEIQAACjQkgYKXjEQhYiXN/8MNJNuK1G6t+ntYtWtmoHS6ybqttUPWxGTBdAghY6fLn7BCAAAQgAAEIQAACEIAABIoTQMBKxzsQsBLl/t2Pi6zffQcldo7NVt/Ibut/cWLjM3A6BBCw0uHOWSEAAQhAAAIQgAAEIAABCJQl0PvefcsewwHVJ/DaAeOqPygjNhD477dzbY9HjkmMyNorrmEP7RYvuuvOO++0M88800444QQ7/fTTrUWLFsvMd9asWXbcccfZ5MmTbd9997WLL77Y2rZtu8xxX3zxhTvu3Xfftdtvv91++ctf2vnnn2+vv/663XTTTda5c+fEWHzwwQd29NFH25prrmnXXXedrbrqqomdK+mBEbCSJsz4EIAABCAAAQhAAAIQgAAEIhJAwIoILmY3BKyYAMt0z4OANW3aNBs6dKhtuummdu2119rKK6+8zFX94x//sCFDhri/d+3atagY5Y3VrVs3u+aaa2yFFVZAwIrgYghYEaDRBQIQgAAEIAABCEAAAhCAQFMQQMBqCsrLngMBK1nueRCwZs+e7aKmPvvsM7vlllusS5cujaD89NNPdvnll9sjjzxiPXr0sPvvv99Gjx5tO+200zLwxo0bZyeddFLJaK6kiBOBlRRZxoUABCAAAQhAAAIQgAAEIACBBgIIWOk4AwJWstzzIGD98MMPLiVQ4lUhYerLL7+0E0880UVTHXzwwe5/77nnnnbOOedYq1atGgCWGydZ0mYIWEkTZnwIQAACEIAABCAAAQhAAAIQMASsdJwAAStZ7nkQsERAUVWqgXXqqae6f82aNWsA46UFHnrooXbQQQe5CKtFixbZ9ddfb2uttVbDcZ7QpYgur96VjitUA+vqq692UV3jx4+39u3b22233WaPP/64qdZW37597ZBDDrEdd9zRWrduvYyBVGfr7rvvtrFjxzrRSsdLVNM41MBK1p8ZHQIQgAAEIAABCEAAAhCAQN0TQMBKxwUQsJLlnhcB65133rHhw4dbr169linQ7hV5l2i09dZbO+FJkVr6e+/evZcRuvr169cwRjkB6+STT7aHH37YJEqptpaOf+ONN9yYxx9/vJ122mmNRKwZM2bYKaecYlOmTLEOHTpYp06d7KuvvrKZM2e66LCnn37aCVkUcU/WrxkdAhCAAAQgAAEIQAACEIBA3RJAwErH9AhYyXLPi4A1f/58JxZ98sknduONN9p6663nwHgClAQuRVxJNJo4caIddthhLrJKopfXvCgu/9/LCVjqq4ivY445xqUoLl261F588UX3t8WLF7udDDfbbDN3iq+//trOOOMMV4vL32fJkiX22GOP2UUXXeQiuLbbbjsErGTdmtEhAAEIQAACEIAABCAAAQjULwEErHRsj4CVLPe8CFgSjrRr4MiRI116nqKo1CQIqcC7CrtLmGrTpk1DrSlFTKl2Vtu2bc2rf6W+/siscgLWoEGD7Morr2y086FXNF47IkpM22OPPdxcnn/+eRs2bJjtvPPONmLECFtppZUajKf5q4bXBRdcgICVrEszOgQgAAEIQAACEIAABCAAgfomgICVjv0RsJLlnhcBSxQKRVZ5f7vssstc/Su1BQsWuALub7/9dkOtK6/+VbA2VjkB66yzznK1t4JN4tWll15q+u/gwYPdx97f/vSnP9m+++67TB8vDbJjx45EYCXr1owOAQhAAAIQgAAEIAABCECgfgkgYKVjewSsZLnnScDydvHr3r27XXjhha72lOpd3XvvvY1S+URM0U6KyPIipDzxaMCAAY12JywnYPkFKr8lvHRE7/Pvv//eRVcppVCF3/21t7x+qqOlaLEWLVogYCXr1owOAQhAAAIQgAAEIAABCECgfgkgYKVjewSsZLnnScDyIqtUEF31rlSTSrv7qSm9cLXVVmuA9dprr7mILNXCOv300+3BBx90kVRBQapaApY3zpgxY4oKWCrmrsLvahRxT9avGR0CEIAABCAAAQhAAAIQgEDdEkDASsf0CFjJcs+TgCUSiqy64oorXB2sli1b2tChQ+2AAw5wIpUim7w2e/ZsF+0kkeuqq65y/VRcXf9VvSyvVUvA8kdg3XfffdanT59lDIeAlawvMzoEIAABCEAAAhCAAAQgAAEImBkCVjpugICVLPe8CVheZNXvf/97V7D9pJNOstGjR9tOO+3UCJRXtP25555rqFWl41WQ3V9cvVoClieuKW3RX4/LP6n333/fjjrqKGvfvj0RWMm6NaNDAAIQgAAEIAABCEAAAhCoXwIIWOnYHgErWe55E7C8yKoNNtjAgXn99dcbCrUHSXl1qs477zy74447bL/99nMph82aNWs4tJoC1tSpU13KYq9evZbZuVC7EN511112xhlnsAthsi7N6BCAAAQgAAEIQAACEIAABOqbAAJWOvZHwEqWe94ELE9wevXVV23x4sVOLLr44outbdu2y4DyCrevuOKKNn36dJd22K9fv0bHVVPA0lgjRoxwEWGqdaWaW5rXkiVL7Omnn7azzz7bZs2ahYCVrEszOgQgAAEIQAACEIAABCAAgfomgICVjv0RsJLlnjcBSzTuvPNOO/PMMx0YpewNHz68IKT58+fbaaedZo8++qhtscUWrvB7hw4dEhOwNPDcuXPd3CZMmGCrrLKKde3a1b755hsnoPXs2dPmzJljih6jiHuyfs3oEIAABCAAAQhAAAIQyDWBI16eap8s/C7X15C3ya+7wvJ2a5/ueZt2wfkiYKVjRgSsZLnnUcCaNm2aK96+cOFCJ2b17t27ICSl7Wl3wpEjR9rBBx/sxC7VwfK3akZgeeNqXuPGjbOxY8falClTrHPnznbIIYfYoEGDXAqhGgJWsn7N6BCAAAQgAAEIQAACEMg1gYFPvZTr+ed18hN22DKvU280bwSsdMyIgJUs9zwKWMkSYfQwBJotlTxIgwAEIAABCEAAAhCAAASSIXBi82TGZdTSBK5ZUhOEELDSMSMCVrLcEbCS5VuroyNg1apluS4IQAACEIAABCAAgWwQQMBKxw4IWOlwr5GzImAla0gErGT51uroCFi1almuCwIQgAAEIAABCEAgGwQQsNKxAwJWOtxr5KwIWMkb8uCJZ9i/vvowkRMN7ryT/W6LIxMZm0HTI4CAlR57zgwBCEAAAhCAAAQgUA8EELDSsTICVjrca+SsCFjJG/KTBf+1a6aOsY8X/LeqJ9tizU3s9J7Dqjomg2WDAAJWNuzALCAAAQhAAAIQgAAEapQANYzSMWytCBD4D/6TDgHOCoHsEUDAyp5NmBEEIAABCEAAAhCAQA0RQIBIx5gIWOlwr5Wz1or/1Io9uA4IiAACFn4AAQhAAAIQgAAEQhI44uWp9snC70IezWHVILDuCsvbrX26V2Oo1MZAwEoHfa0IEPgP/pMOAc4KgewRQMDKnk2YEQQgAAEIQAACGSUw8KmXMjqz2p7WhB22zPUFIkCkYz4ErHS418pZa8V/asUeXAcERAABCz+AAAQgAAEIQAACYQlQjDssqeoel/Ni3AhY1XWHsKPVigCB/4S1eHWPqxX/qS4VRoNAugQQsNLlz9khAAEIQAACEMgTAQSsdKyFgJUO95yftVYECASsdByxVvwnHXqcFQLJEEDASoYro0IAAhCAAAQgUIsEELDSsSoCVjrcc37WWhEgELDSccRa8Z906HFWCCRDAAErGa6MCgEIQAACEIBALRJAwErHqghY6XDP+VlrRYBAwErHEWvFf9Khx1khkAwBBKxkuDIqBCAAAQhAAAI1SICFZDpGzftCEr/Bb+IQwH/i0IveN+/3nehXTk8IZJcAAlZ2bcPMIAABCEAAAhDIGAEWkukYJO8LSfwGv4lDAP+JQy9637zfd6JfOT0hkF0CCFjZtQ0zgwAEIAABCEAgYwRYSKZjkLwvJPEb/CYOAfwnDr3offN+34l+5fSEQHYJIGBl1zbMDAIQgAAEIACBjBFgIZmOQfK+kMRv8Js4BPCfOPSi9837fSf6ldMTAtklgICVXdswMwhAAAIQgAAEMkaAhWQ6Bsn7QhK/wW/iEMB/4tCL3jfv953oV05PCGSXAAJWdm3DzCAAAQhAAAIQyBgBFpLpGCTvC0n8Br+JQwD/iUMvet+833eiXzk9IZBdAghY2bUNM4MABCAAAQhAIGMEWEimY5C8LyTxG/wmDgH8Jw696H3zft+JfuX0hEB2CSBgZdc2zAwCEIAABCAAgYwRYCGZjkHyvpDEb/CbOATwnzj0ovfN+30n+pXTEwLZJYCAlV3bMDMIQAACEIAABDJGgIVkOgbJ+0ISv8Fv4hDAf+LQi9437/ed6FdOTwhklwACVnZtw8wgAAEIQAACEMgYARaS6Rgk7wtJ/Aa/iUMA/4lDL3rfvN93ol85PSGQXQIIWNm1DTODAAQgAAEIQCBjBFhIpmOQvC8k8Rv8Jg4B/CcOveh9837fiX7l9IRAdgkgYGXXNswMAhCAAAQgAIGMEWAhmY5B8r6QxG/wmzgE8J849KL3zft9J/qVN23Pb75bal9+u7SqJ11v9eZVHY/BskMAASs7tmAmEIAABCAAAQhknAALyXQMlPeFJH6D38QhgP/EoRe9b97vO9GvvOl6Pv7mj3bFo99X/YStW5pdddDytvE6CFlVh5vygAhYKRuA00MAAhCAAAQgkB8CLCTTsVXeF5L4DX4ThwD+E4de9L55v+9Ev/Km6fnd4qW22xULEztZtw4t7JpD2iQ2PgOnQwABKx3unBUCEIAABCAAgRwSYCGZjtHyvpDsf8m36YCr87NOOnvFmiDAfScdM+b9vpMOtfBnnf31Uvvt9ckJWGut3MzuOm6F8BMqcuRXX31lxx9/vM2ZM8duuukm69y5c9ExFy1aZOeff76NGTPGxo8fb7179459/kIDfPDBB3b00Ufbmmuuadddd52tuuqqiZwni4MiYGXRKswJAhCAAAQgAIFMEmAhmY5Z8r6QRMBKx28QsNLhXitnzft9J+t2QMCKbiEErOjs6AkBCEAAAhCAAATqhgACVjqmzvtCEgErHb9BwEqHe62cNe/3nazbAQEruoUQsKKzoycEIAABCEAAAhCoGwIIWOmYOu8LSQSsdPwGASsd7rVy1rzfd7JuBwSs6BZCwIrOjp4QgAAEIAABCECgbgggYKVj6rwvJBGw0vEbBKx0uNfKWfN+38m6HepFwJo1a5Ydd9xxtnDhwqI1tDxBqmPHjnbllVfayiuv7Mz3xRdf2N13321jx441HdO3b1878cQTrX379svUwPJqdanfBRdcYKNGjbIHH3zQNtxwQzvssMNs7733tubNm9vixYvthRdesHvuuceef/55mzdvnm255Za2xx572L777msrrBC/bliSvkcNrCTpMjYEIAABCEAAAjVFAAErHXPmfSGJgJWO3yBgpcO9Vs6a9/tO1u1QLwLWTz/9ZJdffrlde+217t/gwYOXMc39999vJ5xwgisAP3z4cPf5jBkz7JRTTrEpU6ZYhw4drFOnTiaRaubMmXbwwQfb008/7YQsr4i7v9j8OuusY//6179cn88++8x+97vf2cCBA50gduGFF9q4ceOsbdu21q1bN2vRooW9/fbbTshS0XkJaKUK1aftVwhYaVuA80MAAhCAAAQgkBsCCFjpmCrvC0kErHT8BgErHe61cta833eybod6EbBkB0U6DRs2zEVBSaRq06ZNg3kUmXXOOec4oermm2+2jTbayL7++ms744wz7JFHHrFTTz3VjjnmGBcZtWTJEnvsscfsoosuMkV2bbfddssIWM8884z179/fLrvsMlt77bVNApra0qVLnTh1zTXX2KBBg+z3v/+9KeJLbcGCBU5ckximz9S3Xbt2mXQhBKxMmoVJQQACEIAABCCQRQIIWOlYJe8LSQSsdPwGASsd7rVy1rzfd7Juh7wJGFCdcQAAIABJREFUWBKGKmnjx493EU1qX375pUv9k+jkiVTeWO+++64dddRR1qNHD7v44oudUOUJXjvvvLONGDHCVlpppYZTS4i65ZZbXJpgMQGrUKSXd55WrVoVTGWcP3++nXvuuS46S+PvsssulVxukx2LgNVkqDkRBCAAAQhAAAJ5J4AQkY4F8y5E4Df4TRwCCOdx6EXvi4AVnV2YnvUkYPlFpyuuuMKGDBnSgEg1rv7P//k/jdILJUBdeuml9qc//cnVpQq2d955x6UaKoIqmEI4efJkVzerZ8+ejbpJmDrppJNcquLpp5/uUgeDbeLEia5elsZWVJjErqw1BKysWYT5QAACEIAABCCQWQIIEemYBgErHe55P2ve/cbjj4CVjiciYCXLPW8C1pw5c4oWYfdILVq0yKUIjhkzxvwRWPp86tSpThxS1JQXaaXUPQlFKtB+ww032C9+8Qv7/vvvXXTV7bffvswY3nlUy0qF4SVCFaqBddNNNy1Tx+rqq69uqMVVqA6Xxp42bZoNHTq0oRaWP/IrWW8IPzoCVnhWHAkBCEAAAhCAQJ0TQMBKxwHyLkTgN/hNHAIIWHHoRe+LgBWdXZie9SZgKUXvtNNOs/fee68hjdATjPbcc8+GiKdSIpjH1b/jYDUFLG83xDXXXLNBGAtjy6Y8BgGrKWlzLghAAAIQgAAEck0AISId8yFgpcM972fNu994/BGw0vFEBKxkudebgCWaXrqgl0aoWlOK2NLf+/Xr54D7I7Duu+8+69OnzzKGSErA8gQ1zUVRYtqpMGsNAStrFmE+EIAABCAAAQhklgACVjqmybsQgd/gN3EIIGDFoRe9LwJWdHZhetajgOUVUt98883trLPOsvPOO8+++eYbtzOgop685glb2g3woIMOWgbn+++/7wq/t2/fPnQK4f333+/qX5WqgaUdDlX/ihpYYTyYYyAAAQhAAAIQgEDGCSBEpGMgBKx0uOf9rHn3G48/AlY6noiAlSz3ehSwvPTA119/3QlJI0eOtP3228/tUNisWbMG4F69rF69etmVV15pK6+8csNnKgh/11132RlnnFFwF8Jitboq2YWw0C6GyXpD+NGJwArPiiMhAAEIQKAGCBzx8lT7ZOF3NXAl+bmEdVdY3m7t0z0/Ey4xUwSsdMyYdyECv8Fv4hDAf+LQi9437/ed6FfeND3rUcASWS/KaYsttrCPP/7YRo8ebd27N35GktA1YsQI99nxxx/vxC6l8y1ZssSefvppO/vss23WrFkVCVg//vijE8MU7TVo0CD7/e9/73YxVFMxeYlWqqelzxT51a5du6ZxhArPgoBVITAOhwAEIACBfBMY+NRL+b6AnM5+wg5b5nTmjafNQjIdM+Z9IYnf4DdxCOA/cehF75v3+070K2+anvUqYEl40g6CkydPdmJRMMLKoz937lw788wzbcKECbbKKqtY165dXbrh9OnTrWfPnqZIqw022CB0CqHG1e6FF154oY0bN84JYt26dXM7Gb799ts2b968ht0HO3fu3DROEOEsCFgRoNEFAhCAAATyS4BUjHRsVyupGCwk0/GfvC8k8Rv8Jg4B/CcOveh9837fiX7lTdOzXgWsn376yS6//HIX8aQC7qo3VawtXLjQiU1jx461KVOmmISlQw45xAlfSiFUC7sLoXeOxYsX26RJk2z8+PH2/PPPO+Gqb9++ttdee5l2Q1xhhRWaxgEingUBKyI4ukEAAhCAQD4JIGClYzcErHS418pZ876QRIBIxxPz7jceNfwH/0mHQLJnzYuAVW0KnoD1xBNP2M0332wbbbRRtU9R0+MhYNW0ebN/cdSiaXob1VItGvwH/4lCAAErCrX4fRCw4jOs5xHyLkQgQKTjvXn3GwSsdPzGO2ut+E+6FIufvV4FLNW9OvbYY22TTTZxEVht2rTJqokyOS8ErEyapX4mRS2adGxdK7Vo8B/8JwoBBKwo1OL3QcCKz7CeR8j7QhIBKx3vzbvfIGCl4zcIWE3DvZ4ELBVQb968uak4+4033mijRo1y/7bddtumgV1DZ0HAqiFj5vFSWEimY7VaWUjiP/hPFAL4TRRq8fvUyn0HISK+L0QZIe9CBH4Txerx++TdbxCw4vtAnBFqxX/iMEi679F//s5mfLYkkdPs3qOlnTxouUTGrnTQ1157zdWY8trQoUPt3HPPzXy9qUqvsymOR8BqCsqcoygBFpLpOEetLCTxH/wnCgH8Jgq1+H1q5b6DEBHfF6KMkPeFJH4Txerx++TdbxCw4vtAnBFqxX/iMEi676dfLbFRTy22WV8sreqpuq/Xwk7YqXVVx4wz2MyZM+3kk0+2GTNm2AEHHOB2IWzXrl2cIeu2LwJW3Zo+GxfOQjIdO9TKQhL/wX+iEMBvolCL36dW7jsIEfF9IcoIeV9I4jdRrB6/T979BgErvg/EGaFW/CcOA/pCIGsEELCyZpE6mw8LyXQMXisLSfwH/4lCAL+JQi1+n1q57yBExPeFKCPkfSGJ30Sxevw+efcbBKz4PhBnhFrxnzgM6AuBrBFAwMqaRepsPiwk0zF4rSwk8R/8JwoB/CYKtfh9auW+gxAR3xeijJD3hSR+E8Xq8fvk3W8QsOL7QJwRasV/4jCgLwSyRgABK2sWqbP5sJBMx+C1spDEf/CfKATwmyjU4veplfsOQkR8X4gyQt4XkvhNFKvH75N3v0HAiu8DcUaoFf+Jw4C+EMgaAQSsrFmkzubDQjIdg9fKQhL/wX+iEMBvolCL36dW7jsIEfF9IcoIeV9I4jdRrB6/T979BgErvg/EGaFW/CcOA/pCIGsEELCyZpE6mw8LyXQMXisLSfwH/4lCAL+JQi1+n1q57yBExPeFKCPkfSGJ30Sxevw+efcbBKz4PhBnhFrxnzgM6AuBrBFAwMqaRepsPiwk0zF4rSwk8R/8JwoB/CYKtfh9auW+gxAR3xeijJD3hSR+E8Xq8fvk3W8QsOL7QJwRasV/4jCgLwSyRgABK2sWqbP5sJBMx+C1spDEf/CfKATwmyjU4veplfsOQkR8X4gyQt4XkvhNFKvH75N3v0HAiu8DcUaoFf+Jw4C+EMgaAQSsrFmkzubDQjIdg9fKQhL/wX+iEMBvolCL36dW7jsIEfF9IcoIeV9I4jdRrB6/T979BgErvg/EGaFW/CcOA/pCIGsEELCyZpE6mw8LyXQMXisLSfwH/4lCAL+JQi1+n1q57yBExPeFKCPkfSGJ30Sxevw+efcbBKz4PhBnhFrxnzgM6AuBrBFAwMqaRepsPiwk0zF4rSwk8R/8JwoB/CYKtfh9auW+gxAR3xeijJD3hSR+E8Xq8fvk3W8QsOL7QJwRasV/4jCgLwSyRgABK2sWqbP5sJBMx+C1spDEf/CfKATwmyjU4veplfsOQkR8X4gyQt4XkvhNFKvH75N3v0HAiu8DcUaoFf+Jw4C+EMgaAQSsrFmkzubDQjIdg9fKQhL/wX+iEMBvolCL36dW7jsIEfF9IcoIeV9I4jdRrB6/T979BgErvg/EGaFW/CcOA/pCIGsEELCyZpE6mw8LyXQMXisLSfwH/4lCAL+JQi1+n1q57yBExPeFKCPkfSGJ30Sxevw+efcbBKz4PhBnhFrxnzgM6AuBrBFAwMqaRepsPiwk0zF4rSwk8R/8JwoB/CYKtfh9auW+gxAR3xeijJD3hSR+E8Xq8fvk3W8QsOL7QJwRasV/4jCgLwSyRgABK2sWqbP5sJBMx+C1spDEf/CfKATwmyjU4veplfsOQkR8X4gyQt4XkvhNFKvH75N3v0HAiu8DcUaoFf+Jw4C+EMgaAQSsrFmkzubDQjIdg9fKQhL/wX+iEGAhGYVa/D61shDAf+L7QpQR8u4/+E0Uq8fvk3e/QcCK7wNxRqgV/4nDgL4QyBoBBKysWaTO5oMAkY7BEbDS4V4rZ827/7CQTMcTa2UhgP/gP1EI4DdRqMXvw30nPsN6HqFW/Keebci11x4BBKzas2murogHunTMVSs/yPgP/hOFAH4ThVr8Ptx34jOs5xHy7j/cd9Lx3rz7DRFY6fiNd9Za8Z90KXJ2CFSXAAJWdXkyWoUEeKCrEFiVDq+VH2T8p0oOUeEwefcf/KZCg1fp8Lz7DQvJKjlCxGHy7j/cdyIaPma3vPsN952YDhCze634T0wMiXdf+M2XNv/Lz6p6nrXW61rV8RgsOwQQsLJji7qcCQ906Zi9Vn6Q8R/8JwoB/CYKtfh9uO/EZ1jPI+Tdf7jvpOO9efcbBKx0/MY7a634T7oUS5998mOj7b6RR1Z9ii1bt7GjrnnKOmzcu+pjM2C6BBCw0uVf92fngS4dF6iVH2T8B/+JQgC/iUItfh/uO/EZ1vMIefcf7jvpeG/e/QYBKx2/QcBqGu6Lv1tg5w1aNbGTddxkSzv6un8kNj4Dp0MAASsd7pz1/xHggS4dV+CBLh3utXLWvPsP9510PDHvfsNCMh2/qZWFJPeddPyH+0463GvlrLXiP1m1x7zZH9tlB3RObHqrrPULO/PeD6o+/ueff25PPPGE+/faa6/ZggULrHPnztarVy/be++9rU+fPta6deuqnzfsgPfff7+dcMIJdvrpp9vJJ58ctltujkPAyo2panOiPNClY9da+UHGf/CfKATwmyjU4vfhvhOfYT2PkHf/4b6Tjvfm3W8QztPxm1oRztOlV/7seROwFi1aZGPGjLGrr77a5s2bZ6ussop17drVWrVqZV988YVNnz7dXfSAAQPs/PPPt06dOpWHkMARCFgJQGVICPCDnK4P8ECXLv+8nz3v/sNCMh0PzLvf8LuVjt/UykKS+046/sN9Jx3utXLWWvGfrNojTwLWwoUL7bLLLrNbb73VunfvbmeeeaZttdVW1rJlS4d36dKl9vHHH9vIkSNt/PjxNnDgQHf8Gmus0eT4EbCaHDknrCcCPNClY+1a+UHGf/CfKATwmyjU4vfhvhOfYT2PkHf/4b6Tjvfm3W8QztPxm1oRztOlV/7seRGwJE7ddddddsYZZzhh6pJLLrH27dsXvEBFZum4Rx991KXvnXrqqdaiRYvyMKp4BAJWFWEyFASCBHigS8cneKBLh3utnDXv/sN9Jx1PzLvfsJBMx29qZSHJfScd/+G+kw73WjlrrfhPVu2RFwFrzpw5duKJJ9qUKVNs1KhRtu2225ZE+vzzz7s0Q6USHnzwwbbiiis2HK9IrgkTJth9993n6mep9e7d24YMGWI77rhjwdpZX331lRPE/DW3OnToYNtss43r16NHD2vevHnDORCwsurxzKsmCPBAl44Za+UHGf/Bf6IQwG+iUIvfh/tOfIb1PELe/Yf7Tjrem3e/QThPx29qRThPl175s+dFwJo4caIddthhtv3229s111xjq622WvmLK3DERx99ZOecc449++yzDfWzfvrpJ3vrrbdcIfjddtvNRowY0SjtcMaMGXbKKac48UyilVdXS2PNmjXL2rZta5deeqnttdde1qxZM3dWBKxI5qETBMIR4IEuHKdqH8UDXbWJ1td4efcf7jvp+Gve/YaFZDp+UysLSe476fgP9510uNfKWWvFf7Jqj7wIWNdee60Tibyd/aKkBM6fP9/OPfdcGzdunA0dOtROO+00a9eunTONIrwuvvhi95mEMh3Xpk0bU7SWBK+xY8e6elr7779/Q4TW4sWL7fbbb3fF4vv372+a48orr4yAlVVnZ161Q4AHunRsWSs/yPgP/hOFAH4ThVr8Ptx34jOs5xHy7j/cd9Lx3rz7DcJ5On5TK8J5uvTKnz0PAtYPP/zgxKVbbrnFiUXDhw8vf2EFjlBa4bBhw1zh98svv9xWX331Rkd99tlnTiB7//33bfTo0a5Q/AcffOAislq3bu2Kw3sClddx9uzZ9n/ZexdgzariYHtxF0n+iASlEISgFHjFUX4CgqIiEAuiBJCbGGNABsJFAcEREwkSCYESoozgoJQVwBsKwRhiBOavD5MRIRIu8RoigqjRICogIgPCX2vn21Mzw8A5q7sPvbr3c6osE1nda5+nH3vt3e73PUceeWS55557ykc+8pHynOc8hwGWqDoEQaCBADd0DbAMl3JDZwhzgqmi+0Pf8ZE2ujc8SPp4k+VBkr7j4w99x4d7ll2z+NNrPSIMsH79618Pg6uLLrpoeMtp7733bsZZvwT+rLPOGv5V36Q6+OCDV5ljHJLNdlBWvxvrqKOOGt7gYoDVXJYnL+Bb3/rW8GVl22+/fTn77LPLuuuu27T5XXfdVS644ILhVbz6WdKtttqq7LHHHsPEc/PNN19lrkceeWT4rOp5551XFi9eXOokdscddyyHHnro8FnVddZZZ5Vxt99++yB6/dK173znO8MXrNVX/+r01eNPajaBepIWc0P3JIFeaZssBzL+4I+EAN5IqOlj6Dt6hlPOEN0f+o6PvdG9YXDu402WwbkvvZl3jzDAqt9RVd+Yqs/0sx0srfybLz8Eu/zyy4cvbV/Vz/hdW/Utr/rRwbXWWmuFZTVP/SjibbfdVm655ZZhPlG/CP7Zz342A6yZdfNZUaeM8+fPL5/97GeHf28dYNUvOjv88MOHgdJmm21Wttxyy3LnnXcOw6VtttlmGFDtsMMOK/xyVdqLL754GHBVYergrMp00003Df//SSedNPxr+b8uUBPUf173uu6664Yh2aabblrql7DdcccdZbfddisLFy4c9p/6Dzd0PgZwQ+fDPcuu0f2h7/iYGN0bHiR9vMnyIEnf8fGHvuPDPcuuWfzptR4RBliV3fhmlPQ7sGY7wKrDqPpl7PUvF9Zh2fg9WPW7scaXb5av5cYbbzx8T1b9d97A6tDyhx9+uHzgAx8oCxYsGK6udYD1wAMPlBNPPHEYHFUh6v9d39568MEHhwFV/Xb/+qcuFy1atMLbUUuWLClvetObykYbbVQ+/OEPl5e97GXD/nXyWf+c5pe//OXhz2kecMABy6jVt7zq9V199dXDkK1+Uduaa65Z7r///mGCe8oppwyv+9XPsra+QdZhaVSXxA2dCp84OMuBjD9iBVSB0f3BG1X5xcHRvWGAJS69SWB0f+g7Jho0J4nuDX2nueSmAVn8MYVimCzKAKsOlurH/uqbU7P5K4Q/+9nPysknnzy8wFLnAPW7q8aPIc7mDaxxUFbnFPU7sOqXtdfvt9ppp53Ki170ovLc5z63bLHFFkMl6jyCjxAaSmmZqr4iVwWoA6T/+I//KK95zWua3sC6/vrrh4lmfYOqfoRw/fXXX3Z5dThWJTvttNPKpZdeuuyzrVWaOuiqoi7/n4+B9dW9OrjaeuutV8hZ/3TlPvvsMwhVh1TLf8Tw3nvvHd7muuqqq0oVeLvttrPEFC4XN3Q+JctyIOMP/kgI4I2Emj6GvqNnOOUM0f2h7/jYG90bBlg+3oy7ZvHHl+Lj7x5lgFUHRPW5vn79UH1xZeedd35CpHVucdhhhw0zgvoCzLOe9axhnlDnAo/3HVj1e7Lqm171RZfxo4rjRwp33333IW7lryC6++67hy9xr//OG1idWf7DH/5weJXuaU972vCmVB0AtX4HVn0T6rjjjhuKW9+OWvmnvklVZaz565/JrN/2Xz/ud9BBBw3/9yc+8Ynh9bzlf+ore29/+9uHjyR+4QtfGIZr9U9a1rfE6n5Vul133fUxe1144YXDMK5+kVvdb8o/3ND5VD/LgYw/+CMhgDcSavoY+o6e4ZQzRPeHvuNjb3RvGGD5eMMA68nhHmWAVWnUF1TqDKIOk+pLL/XTWav6qZ/Eete73lW+9KUvDcOo+t3Xq622WpntXyGsL8jUT4fVt73+9m//dvj01gknnFDe8Y53PGa7cVDGd2A9Ob7Oepf6FlT9ErN/+qd/Kp/+9KeHt5n233//pgFW/dzp8ccfX84999zhy85e+cpXPmb/+j1YNW+VsQ6rNthgg/LVr351+L6q+p9/8IMfLE996lMfE3fqqaeW9773vYNo9aOG9Xu66rDt+9///vBZ1Tp5XfmnfiyxvgLY+jHIWUMLtJAbOp9icUPnwz3LrtH9oe/4mBjdGx4kfbzJ8iBJ3/Hxh77jwz3Lrln86bUekQZY9cWV8eN8L3nJS4Yh1ctf/vLha4LqT/2jb/VTYvVNqTpvWPmtqfrd2X/+539e6vdZ1RdZ6myizhvqT33D6/3vf//wz9761rcO6+r3X41Ds1e96lXDCzb1I4n1p356rM4T6vV885vfLM9//vN5A6sXyeurdJ/61KeGL0Ovw6c6IPrP//zP5gHWPffcM/zFwFro8U2plX/H+updzf/jH/+4fOYznxm+eP0f/uEfyhve8IYV3spaOa4Ou+pnYt/3vveVv/iLv1j21lZd98lPfnL4sviVf1Y1LOuF+ZN9HdzQPdnE/3e/LAcy/uCPhADeSKjpY+g7eoZTzhDdH/qOj73RvWFw7uNNlsG5L72Zd480wKq/zS9/+cvhrxHW79SuP/XTYXV4tMYaa5Tvfe97pf7BuPpTv2Ko/pG3cUA1kqhr6os5dcA1xtY/GPeNb3xjyL3nnnsOQ6nxo4LLv831W7/1W+UFL3jB8Mmwca+6T/2e78WLFw8zk5e+9KXDVuPg6/He3Jq5Mn2vWO3ROiXq9Odb3/rWMIWsH82rnxmtf+lvHP60fIRwVcOplX/lVa1ZeTi1Kkwrr5nNcGo2azotifllcUNnjnRWCbmhmxUmFj0Ogej+0Hd81I7uDQ+SPt5keZCk7/j4Q9/x4Z5l1yz+9FqPaAOsyrG+aVVfqKkvuvzLv/xL+fd///cBb/2S9fqmVH35Zd68eWX11VdfJfb6JtfnP//54SuI6pfD15/6yax999237LLLLsOAavmfOqOow6n6ya7vfve7ZZNNNimveMUryoEHHjjsU1+YqW+D1e/zftvb3jZ8XJEBlpPx45ed12HPxz/+8fK85z1vuBIGWE4FmaNtuaGbI7AzpM1yIOMP/kgI4I2Emj6GvqNnOOUM0f2h7/jYG90bBuc+3mQZnPvSm3n3iAOsmX8rVsw1gS7fwKqv0tUvOK/fL3XRRRcNk8zxhwFWKTfccMNce/Gk5T/xS4/9jrAnbfMJb3TG7t9O8dvjj08Zo/uDN3ijIYA/GnryWPqOnN2UI6N7M9aOvuNjcQZ/6ieZev1hgNVrZfq+ri4HWPVzofXLzep3UtVv7x+/HK2ilAyw6pem1T8xWb+UvX452otf/OLHVGX8COFPf/rT4cvin/vc55arrrpq+BL3d7/73cMwrX6+deWf8SOE9a8R1HU/+tGPhuuuP6v6y4XL/w71FcA6oFt//fWbLGGA1YSLxasgkOFArr8WN3Q+ekf3B2/wRkMAfzT05LH0HTm7KUdG94YBlq+9GfxhgPVdX4nY3ZxAlwOs8S/7zea33WabbZZ96frjreevEM6GpM8aXqn34c4r9T7cs+wa3R/6jo+J0b0ZqeEP/kgI4I2Emj6GvqNnOOUMWfzpuYYLD/v98sP//N/vkbL++f3XH1b2Ou7D1mnJ50ygywFW/Xb/f/zHf1wlmvpN+zfddFN5+tOfXrbccsvh3//6r/+6bLHFFk+I8uyzzy7HHXfc8Ccm58+f/5i149tWxx577PBnKusXqN1xxx3loIMOGv7vVb1NNb7ZdfXVVy/764ZLly4tCxYsKHW/K6+8suy6666P2WvRokXDX1asH5Os+035hxs6n+pnOZDxB38kBPBGQk0fQ9/RM5xyhuj+0Hd87I3uDYNzH2/GXbP440vxiXe/+wf/Vb64aEH56Z23ml7mFvNeVV7/9g+a5iRZHwS6HGA9ERrJRwhrvuuvv77stddepf71wgsuuGCFj+09/PDDwzf3148BXnrppWXvvfceLuHBBx8sJ554YvnQhz60wn8+Xt8tt9wy/JnMrbfeeoWc9Zv/99lnn3LMMccMfz1xnXXWWfYrjV9OXwdml19+edluu+36MMHpKrih8wGf5UDGH/yREMAbCTV9DH1Hz3DKGaL7Q9/xsTe6NwywfLxhgOXLnd0h8EQEJjPAqm9u1WHUwoULh2HVCSecUNZbb71hSHXxxRcPb0K9+tWvLh/96EfLM57xjGXMlixZMnyn1UYbbVTqm2Hbbrvt8Ocpb7vttmFAVf8EZo0fv/eqBt51113DW171zaz6JtbBBx88DLHuv//+cuaZZw7f61X/ef1n66677qQN5YbOp/zc0Plwz7JrdH/oOz4mRveGB0kfb7I8SNJ3fPyh7/hwz7JrFn+y1IPfAwKVQLoBVh047bTTTmX33XcfPva3wQYbLKv0rbfeWo466qjho32bbbbZ8BHEO++8c/hi+PpdWuedd17ZYYcdVjCjvp1VP3Z40kknlfqRwfoG11prrTV8jLH+//U/r/+qw7Dlf6699tpyxBFHlJtvvrlstdVWZdNNNy11//qxxPrF8HWQVvef+g83dD4GZDmQ8Qd/JATwRkJNH0Pf0TOccobo/tB3fOyN7g2Dcx9vsgzOfemxOwTmhsCkBlgVYX07qn6E8JJLLik33njjMFzaY489ytFHH10233zzVVJ+5JFHSv3LiHXAtXjx4vLQQw+VHXfcsRx66KFlzz33XOEjgssnuP3224e3tupbWnVINm/evLLffvuVQw45pGy44YZzU9FgWbmh8ykYN3Q+3LPsGt0f+o6PidG94UHSx5ssD5L0HR9/6Ds+3LPsmsWfLPXg94BAJRBugDWbstXvpqof0zv//PNXeANrNrGseXIJcEP35PLO8iDAg6SPN1n8oe/4+JPlQQB/8EdCAG8k1PQx9B09wylnyOLPlGvI756PQLoBVv2uq/rdUvfcc0859dRTh78gyE+/BLih86lNlgMZf/BHQgBvJNT0MfQdPcMpZ4juD33Hx97o3vA/2Pl4k+V/sPOlx+4QmBsC6QZY9e2r+kXs73nPe4YvXuenbwLc0PnUhxs6H+5Zdo1GylQ/AAAgAElEQVTuD33Hx8To3vAg6eNNlgdJ+o6PP/QdH+5Zds3iT5Z68HtAoBJIN8CirLEIcEPnU68sBzL+4I+EAN5IqOlj6Dt6hlPOEN0f+o6PvdG9YXDu402WwbkvPXaHwNwQYIA1N1zJOksC3NDNEpTxMm7ojIFOLF10f+g7PsJG94YHSR9vsjxI0nd8/KHv+HDPsmsWf7LUg98DApUAAyw8cCXADZ0P/iwHMv7gj4QA3kio6WPoO3qGU84Q3R/6jo+90b1hcO7jTZbBuS89dofA3BBggDU3XMk6SwLc0M0SlPEybuiMgU4sXXR/6Ds+wkb3hgdJH2+yPEjSd3z8oe/4cM+yaxZ/stSD3wMClQADLDxwJcANnQ/+LAcy/uCPhADeSKjpY+g7eoZTzhDdH/qOj73RvWFw7uNNlsG5Lz12h8DcEGCANTdcyTpLAtzQzRKU8TJu6IyBTixddH/oOz7CRveGB0kfb7I8SNJ3fPyh7/hwz7JrFn+y1IPfAwKVAAMsPHAlwA2dD/4sBzL+4I+EAN5IqOlj6Dt6hlPOEN0f+o6PvdG9YXDu402WwbkvPXaHwNwQYIA1N1zJOksC3NDNEpTxMm7ojIFOLF10f+g7PsJG94YHSR9vsjxI0nd8/KHv+HDPsmsWf7LUg98DApUAAyw8cCXADZ0P/iwHMv7gj4QA3kio6WPoO3qGU84Q3R/6jo+90b1hcO7jTZbBuS89dofA3BBggDU3XMk6SwLc0M0SlPEybuiMgU4sXXR/6Ds+wkb3hgdJH2+yPEjSd3z8oe/4cM+yaxZ/stSD3wMClQADLDxwJcANnQ/+LAcy/uCPhADeSKjpY+g7eoZTzhDdH/qOj73RvWFw7uNNlsG5Lz12h8DcEGCANTdcyTpLAtzQzRKU8TJu6IyBTixddH/oOz7CRveGB0kfb7I8SNJ3fPyh7/hwz7JrFn+y1IPfAwKVAAMsPHAlwA2dD/4sBzL+4I+EAN5IqOlj6Dt6hlPOEN0f+o6PvdG9YXDu402WwbkvvYbdH/pZeXTpjxsCZl662nrPn3kRK0ISYIAVsmx5LpobOp9ackPnwz3LrtH9oe/4mBjdGx4kfbzJ8iBJ3/Hxh77jwz3Lrln86bkej/zo4+WRbx1mf4mrP6Ws8bL/r6z2//y/9rnJ6EqAAZYrfjbnhs7HgSwHMv7gj4QA3kio6WPoO3qGU84Q3R/6jo+90b1hcO7jTZbBuS+9Wez+m1+Wh//P+rNYKFuy2u/sUNbY9suyYKK6JcAAq9vSTOPCuKHzqTM3dD7cs+wa3R/6jo+J0b3hQdLHmywPkvQdH3/oOz7cs+yaxZ9u6/Hr75eHlzxn7i7vKc8ua+74XfP89913X7nmmmvK4sWLyw033FC++93/3eOlL31pee1rX1v23nvvsskmm5TVVlvNfG8S8h1YOOBMgBs6nwJkOZDxB38kBPBGQk0fQ9/RM5xyhuj+0Hd87I3uDYNzH2+yDM596c1i92ADrEceeaR88YtfLH/zN3+zbGj1whe+sGywwQbloYceKt/85jfLL37xi/Jbv/Vb5c/+7M/K/Pnzy1Oe8pRZgGBJCwHewGqhxVpzAtzQmSOdVUJu6GaFiUWPQyC6P/QdH7WjezNSe/er1vIBOPFd//r/PBSaAH3Hp3xZ+g7+4I8PgTneNdAA6+GHHy4XXXRROf3008uaa65ZjjrqqPLGN76x/O7v/u4ySHXNkiVLyl/91V8Nw6yTTjppGGLV9fzYEWCAZceSTAICHMgCaAYh3NAZQJxwiuj+0Hd85I3uDQMsH2/GXRlg+fKPunuWvsO55WNgFn986M1i10ADrH/7t38bhlb156yzziovf/nLH/cjgrfeeuvwBlZ9K+u8884rz3ve82YBgyWzJcAAa7akWDcnBDiQ5wTrjEmzHMj4M2Op52RBdH/wZk60mDFpdG8YYM1Y4jldEH2AxZt7c6rH4yaP7s34i3Fu+fiT5dzyoTeLXYMMsH71q1+V97znPeWSSy4pp5xySjnkkEOe8PutHn300fLRj350WHvyySeXt73tbSus//nPf16uuOKK8s///M+lDsZ++ctfDt+Z9YpXvKIceOCBZd68eWX11VdfAeDdd99dPvWpT5UvfOEL5etf/3p52tOeVnbaaadywAEHlB133LGsvfbaswCeYwkDrBx1DPtbcCD7lC7LgYw/+CMhgDcSavqYLH2HQYTeBUmG6IMIvJFUXR8T3RsGWHoHNBmynFsaBnMaG2SA9a1vfWsYQtWh0bnnnlue/exnz4jlP/7jP8rZZ59dXv/615c//MM/LGusscYQU9/OOvbYY8uNN944DK1+7/d+b/jPv/e975Uf/OAHw/dn1Y8p7rXXXsuGXsvHPOc5zxnifv3rX5dvfOMbw/Drne98ZznyyCMnM8RigDWjfiyYSwI8SM4l3cfPneVAxh/8kRDAGwk1fUyWvsMgQu+CJEP0QQTeSKquj4nuDQMsvQOaDFnOLQ2DOY0NMsD63Oc+V97+9reXgw46qLzvfe8r6667rgjL8m9y1S+C32+//ZYNnZYuXVr+7u/+rvzlX/5l2WWXXco555xTfud3fqf85je/GT6y+LGPfaycdtpp5Y/+6I+WvZ317W9/exhe/fCHPywf//jHy0te8hLRdUULYoAVrWLJrpcHSZ+CZjmQ8Qd/JATwRkJNH5Ol7zCI0LsgyRB9EIE3kqrrY6J7wwBL74AmQ5ZzS8NgTmODDLD+9m//tpx55pnlhBNOKO94xzvESL773e8OX/BeP+53xhlnDAOq5X9+8pOfDG9S3XPPPeUjH/lIqW9b1Tet6lCrftRw0aJF5bnPfe4KMRdffHH5zGc+Uw499NDyhje8QXxtkQIZYEWqVsJr5UHSp6hZDmT8wR8JAbyRUNPHZOk7DCL0LkgyRB9E4I2k6vqY6N4wwNI7oMmQ5dzSMJjT2CQDrDqYOvzww4e/PLjyz/Of//xlw6iZWNbvxqpfFP8///M/y2LqF8G///3vH75Tq36M8a1vfWvZdNNNH/MdWTPlzvTPGWBlqmbA34UHSZ+iZTmQ8Qd/JATwRkJNH5Ol7zCI0LsgyRB9EIE3kqrrY6J7wwBL74AmQ5ZzS8NgTmMnPsCqb1fdd9995bbbbiu33HJLueaaa4Y3rep3bI1vYFX+9T87/vjjSx2U1Z/6ZtarXvWq8rrXva5ss8025alPfeqclqm35AyweqvIxK6HB0mfgmc5kPEHfyQE8EZCTR+Tpe8wiNC7IMkQfRCBN5Kq62Oie8MAS++AJkOWc0vDYE5jgwywxu/Aestb3jL8VcF11llnRiyrepuqBtXvwar56l80rF/kvvzPxhtvPPzz+u/LD7DqmjvvvLNccMEF5Ytf/OLwZe/jT/1i+T/5kz8pRxxxxPAF8FP4YYA1hSp3/DvyIOlTnCwHMv7gj4QA3kio6WOy9B0GEXoXJBmiDyLwRlJ1fUx0bxhg6R3QZMhybmkYzGlskAFWfTuqDq+e9axnzfqvEK5qgFWHU/U7sOqXtde3qHbaaafyohe9aPheqy222GJAfcwxx6zwEcKV+T/88MPljjvuKEuWLClXXHFF+dd//ddhSf1uruOOO27ZXzuc07o5J2eA5VyAqW/Pg6SPAVkOZPzBHwkBvJFQ08dk6TsMIvQuSDJEH0TgjaTq+pjo3jDA0jugyZDl3NIwmNPYIAOs5f96YP3y9frXCFdbbbUnRLOqAdaVV145fIfV7rvvXupfIdxwww1XyHH33XcPX+Je/33lN7BWtdmjjz46DLDq0Kt+19bChQvL+uuvP6cl6yE5A6weqjDha+BB0qf4WQ5k/MEfCQG8kVDTx2TpOwwi9C5IMkQfROCNpOr6mOjeMMDSO6DJkOXc0jCY09ggA6zK4Nprr132FwjPOuus8vKXv/xxh1hLly4t9a8D1iHV8t9nNdNfM6zfgXXYYYetEFPftjrttNPKmmuuOfz7yn+5cPwC+Wc84xkMsOZUVpJD4P8S4EHSR4UsBzL+4I+EAN5IqOljsvQdBhF6FyQZog8i8EZSdX1MdG8YYOkd0GTIcm5pGMxpbKABVn3b6fLLLy8LFiwYhkl10LT//vuXZz7zmcsGWfXjfTfccMPwMcOrr7661O+nete73jW8sVVjLrvssnL00UcPX8B++umnD39NsP7UuPqRwPrxwvqXDJf/y4XLv/1Vc9V9n/KUpwxxdVC2aNGiIdf8+fOHa1t77bXntGQ9JOcNrB6qMOFr4EHSp/hZDmT8wR8JAbyRUNPHZOk7DCL0LkgyRB9E4I2k6vqY6N4wwNI7oMmQ5dzSMJjT2EADrMqhDrG+8pWvDG9C3XTTTQOa+l1Wm2yySXnooYeG4dMvfvGL4T9/7WtfW975zneWF77whcsGXHfdddcw0PrSl740fOH6C17wgmHg9L3vfW/4YvYDDjigPPDAA2Xx4sXlU5/6VHnpS1865Kp7nXDCCUP+OhSrA6411lhjWdzOO+9c3v/+95ff+73fm9Ny9ZKcAVYvlZjodfAg6VP4LAcy/uCPhADeSKjpY7L0HQYRehckGaIPIvBGUnV9THRvRgL4o3dBkiGLP5Lf/UmJCTbAGpnUN5/qm1b1LwJed9115etf//rwj+qwapdddil/8Ad/MPzfq6+++mMw1u+3qsOp+lcI68f/6vDrFa94RTnwwAPLvHnzyic/+clhyFX/2uHb3va2ZcOvH/7wh8NfL6xvdv37v//7kHeHHXYor3/968u+++5bnvrUpz4pJethEwZYPVRhwtfAg6RP8bM8SOIP/kgI4I2Emj4mS9/hQVLvgiRD9AdJvJFUXR8T3RsGWHoHNBmy+KNhMKexQQdYc8qE5DMSYIA1IyIWzCUBHiTnku7j587yIIk/+CMhgDcSavqYLH2HQYTeBUmG6A+SeCOpuj4mujcMsPQOaDJk8UfDYE5jGWDNKd6syRlgZa1skN+LB0mfQmV5kMQf/JEQwBsJNX1Mlr7DIELvgiRD9AdJvJFUXR8T3RsGWHoHNBmy+KNhMKexDLDmFG/W5AywslY2yO/Fg6RPobI8SOIP/kgI4I2Emj4mS99hEKF3QZIh+oMk3kiqro+J7g0DLL0DmgxZ/NEwmOvY31z/++XR+/73O52sf1Z/1mFl9a0/bJ2WfM4EGGA5F2Dq2/Mg6WNAlgdJ/MEfCQG8kVDTx2TpOwwi9C5IMkR/kMQbSdX1MdG9YYCld0CTIYs/GgZzHfvor/6rPPJfC0r51a2mW622/qvK6lt90DQnyfogwACrjzpM9ip4kPQpfZYHSfzBHwkBvJFQ08dk6TsMIvQuSDJEf5DEG0nV9THRvWGApXdAkyGLPxoGxEKgNwIMsHqryMSuhwdJn4JneZDEH/yREMAbCTV9TJa+wyBC74IkQ/QHSbyRVF0fE90bBlh6BzQZsvijYUAsBHojwACrt4pM7Hp4kPQpeJYHSfzBHwkBvJFQ08dk6TsMIvQuSDJEf5DEG0nV9THRvWGApXdAkyGLPxoGxEKgNwIMsHqryMSuhwdJn4JneZDEH/yREMAbCTV9TJa+wyBC74IkQ/QHSbyRVF0fE90bBlh6BzQZsvijYUAsBHojwACrt4pM7Hp4kPQpeJYHSfzBHwkBvJFQ08dk6TsMIvQuSDJEf5DEG0nV9THRvWGApXdAkyGLPxoGxEKgNwIMsHqryMSuhwdJn4JneZDEH/yREMAbCTV9TJa+wyBC74IkQ/QHSbyRVF0fE90bBlh6BzQZsvijYUAsBHojwACrt4pM7Hp4kPQpeJYHSfzBHwkBvJFQ08dk6TsMIvQuSDJEf5DEG0nV9THRvWGApXdAkyGLPxoGxEKgNwIMsHqryMSuhwdJn4JneZDEH/yREMAbCTV9TJa+wyBC74IkQ/QHSbyRVF0fE90bBlh6BzQZsvijYUAsBHojwACrt4pM7Hp4kPQpeJYHSfzBHwkBvJFQ08dk6TsMIvQuSDJEf5DEG0nV9THRvWGApXdAkyGLPxoGxEKgNwIMsHqryMSuhwdJn4JneZDEH/yREMAbCTV9TJa+wyBC74IkQ/QHSbyRVF0fE90bBlh6BzQZsvijYUAsBHojwACrt4pM7Hp4kPQpeJYHSfzBHwkBvJFQ08dk6TsMIvQuSDJEf5DEG0nV9THRvWGApXdAkyGLPxoGxEKgNwIMsHqryMSuhwdJn4JneZDEH/yREMAbCTV9TJa+wyBC74IkQ/QHSbyRVF0fE90bBlh6BzQZsvijYUAsBHojwACrt4pM7Hq4ofMpeJYDGX/wR0IAbyTU9DH0HT3DKWeI7g99x8fe6N4wwPLxZtw1iz++FNkdArYEGGDZ8iRbIwFu6BqBGS3PciDjj5EQjWmi+4M3jQU3Wh7dGx4kjUQQponuD31HWHhlWHRv6DtKAZThWfxRYiAcAl0RYIDVVTmmdzHc0PnUPMuBjD/4IyGANxJq+hj6jp7hlDNE94e+42NvdG8YYPl4M+6axR9fiuwOAVsCDLBseZKtkQA3dI3AjJZnOZDxx0iIxjTR/cGbxoIbLY/uDQ+SRiII00T3h74jLLwyLLo39B2lAMrwLP4oMRAOga4IMMDqqhzTuxhu6HxqnuVAxh/8kRDAGwk1fQx9R89wyhmi+0Pf8bE3ujcMsHy8GXfN4o8vRXaHgC0BBli2PMnWSIAbukZgRsuzHMj4YyREY5ro/uBNY8GNlkf3hgdJIxGEaaL7Q98RFl4ZFt0b+o5SAGV4Fn+UGAiHQFcEGGB1VY7pXQw3dD41z3Ig4w/+SAjgjYSaPoa+o2c45QzR/aHv+Ngb3RsGWD7ejLtm8ceXIrtDwJYAAyxbnmRrJMANXSMwo+VZDmT8MRKiMU10f/CmseBGy6N7w4OkkQjCNNH9oe8IC68Mi+4NfUcpgDI8iz9KDIRDoCsCDLC6Ksf0LoYbOp+aZzmQ8Qd/JATwRkJNH0Pf0TOccobo/tB3fOyN7g0DLB9vxl2z+ONLkd0hYEuAAZYtT7I1EuCGrhGY0fIsBzL+GAnRmCa6P3jTWHCj5dG94UHSSARhmuj+0HeEhVeGRfeGvqMUQBmexR8lBsIh0BUBBlhdlWN6F8MNnU/NsxzI+IM/EgJ4I6Gmj6Hv6BlOOUN0f+g7PvZG94YBlo83465Z/PGlyO4QsCXAAMuWJ9kaCXBD1wjMaHmWAxl/jIRoTBPdH7xpLLjR8uje8CBpJIIwTXR/6DvCwivDontD31EKoAzP4o8SA+EQ6IoAA6yuyjG9i+GGzqfmWQ5k/MEfCQG8kVDTx9B39AynnCG6P/QdH3uje8MAy8ebcdcs/vhSZHcI2BJggGXLk2yNBLihawRmtDzLgYw/RkI0ponuD940FtxoeXRveJA0EkGYJro/9B1h4ZVh0b2h7ygFUIZn8UeJgXAIdEWAAVZX5ZjexXBD51PzLAcy/uCPhADeSKjpY+g7eoZTzhDdH/qOj73RvWGA5ePNuGsWf3wpsjsEbAkwwLLlSbZGAtzQNQIzWp7lQMYfIyEa00T3B28aC260PLo3PEgaiSBME90f+o6w8Mqw6N7Qd5QCKMOz+KPEQDgEuiLAAKurckzvYrih86l5lgMZf/BHQgBvJNT0MfQdPcMpZ4juD33Hx97o3jDA8vFm3DWLP74U2R0CtgQYYNnyJFsjAW7oGoEZLc9yIOOPkRCNaaL7gzeNBTdaHt0bHiSNRBCmie4PfUdYeGVYdG/oO0oBlOFZ/FFiIBwCXRFggNVVOaZ3MdzQ+dQ8y4GMP/gjIYA3Emr6GPqOnuGUM0T3h77jY290bxhg+Xgz7prFH1+K7A4BWwIMsGx5kq2RADd0jcCMlmc5kPHHSIjGNNH9wZvGghstj+4ND5JGIgjTRPeHviMsvDIsujf0HaUAyvAs/igxEA6BrggwwOqqHNO7GG7ofGqe5UDGH/yREMAbCTV9DH1Hz3DKGaL7Q9/xsTe6NwywfLwZd83ijy9FdoeALQEGWLY8ydZIgBu6RmBGy7McyPhjJERjmuj+4E1jwY2WR/eGB0kjEYRpovtD3xEWXhkW3Rv6jlIAZXgWf5QYCIdAVwQYYHVVjuldDDd0PjXPciDjD/5ICOCNhJo+hr6jZzjlDNH9oe/42BvdGwZYPt6Mu2bxx5ciu0PAlgADLFueZGskwA1dIzCj5VkOZPwxEqIxTXR/8Kax4EbLo3vDg6SRCMI00f2h7wgLrwyL7g19RymAMjyLP0oMhEOgKwIMsLoqx/Quhhs6n5pnOZDxB38kBPBGQk0fQ9/RM5xyhuj+0Hd87I3uDQMsH2/GXbP440uR3SFgS4ABli1PsjUS4IauEZjR8iwHMv4YCdGYJro/eNNYcKPl0b3hQdJIBGGa6P7Qd4SFV4ZF94a+oxRAGZ7FHyUGwiHQFQEGWF2VY3oXww2dT82zHMj4gz8SAngjoaaPoe/oGU45Q3R/6Ds+9kb3hgGWjzfjrln88aXI7hCwJcAAy5Yn2RoJcEPXCMxoeZYDGX+MhGhME90fvGksuNHy6N7wIGkkgjBNdH/oO8LCK8Oie0PfUQqgDM/ijxID4RDoigADrK7KMb2L4YbOp+ZZDmT8wR8JAbyRUNPH0Hf0DKecIbo/9B0fe6N7wwDLx5tx1yz++FJkdwjYEmCAZcuTbI0EuKFrBGa0PMuBjD9GQjSmie4P3jQW3Gh5dG94kDQSQZgmuj/0HWHhlWHRvaHvKAVQhmfxR4mBcAh0RYABVlflmN7FcEPnU/MsBzL+4I+EAN5IqOlj6Dt6hlPOEN0f+o6PvdG9YYDl4824axZ/fCmyOwRsCTDAsuVJtkYC3NA1AjNanuVAxh8jIRrTRPcHbxoLbrQ8ujc8SBqJIEwT3R/6jrDwyrDo3tB3lAIow7P4o8RAOAS6IsAAq6tyTO9iuKHzqXmWAxl/8EdCAG8k1PQx9B09wylniO4PfcfH3ujeMMDy8WbcNYs/vhTZHQK2BBhg2fIkWyMBbugagRktz3Ig44+REI1povuDN40FN1oe3RseJI1EEKaJ7g99R1h4ZVh0b+g7SgGU4Vn8UWIgHAJdEWCA1VU5pncx3ND51DzLgYw/+CMhgDcSavoY+o6e4ZQzRPeHvuNjb3RvGGD5eDPumsUfX4rsDgFbAgywbHmSrZEAN3SNwIyWZzmQ8cdIiMY00f3Bm8aCGy2P7g0PkkYiCNNE94e+Iyy8Miy6N/QdpQDK8Cz+KDEQDoGuCDDA6qoc07sYbuh8ap7lQMYf/JEQwBsJNX0MfUfPcMoZovtD3/GxN7o3DLB8vBl3zeKPL0V2h4AtAQZYtjzJ1kiAG7pGYEbLsxzI+GMkRGOa6P7gTWPBjZZH94YHSSMRhGmi+0PfERZeGRbdG/qOUgBleBZ/lBgIh0BXBBhgdVWO6V0MN3Q+Nc9yIOMP/kgI4I2Emj6GvqNnOOUM0f2h7/jYG90bBlg+3oy7ZvHHlyK7Q8CWAAMsW55kayTADV0jMKPlWQ5k/DESojFNdH/wprHgRsuje8ODpJEIwjTR/aHvCAuvDIvuDX1HKYAyPIs/SgyEQ6ArAgywuirH9C6GGzqfmmc5kPEHfyQE8EZCTR9D39EznHKG6P7Qd3zsje4NAywfb8Zds/jjS5HdIWBLgAGWLU+yNRLghq4RmNHyLAcy/hgJ0Zgmuj9401hwo+XRveFB0kgEYZro/tB3hIVXhkX3hr6jFEAZnsUfJQbCIdAVAQZYXZVjehfDDZ1PzbMcyPiDPxICeCOhpo+h7+gZTjlDdH/oOz72RveGAZaPN+OuWfzxpcjuELAlwADLlifZGglwQ9cIzGh5lgMZf4yEaEwT3R+8aSy40fLo3vAgaSSCME10f+g7wsIrw6J7Q99RCqAMz+KPEgPhEOiKAAOsrsoxvYvhhs6n5lkOZPzBHwkBvJFQ08fQd/QMp5whuj/0HR97o3vDAMvHm3HXLP74UmR3CNgSYIBly5NsjQS4oWsEZrQ8y4GMP0ZCNKaJ7g/eNBbcaHl0b3iQNBJBmCa6P/QdYeGVYdG9oe8oBVCGZ/FHiYFwCHRFgAFWV+WY3sVwQ+dT8ywHMv7gj4QA3kio6WPoO3qGU84Q3R/6jo+90b1hgOXjzbhrFn98KbI7BGwJMMCy5Um2RgLc0DUCM1qe5UDGHyMhGtNE9wdvGgtutDy6NzxIGokgTBPdH/qOsPDKsOje0HeUAijDs/ijxEA4BLoiwACrq3JM72K4ofOpeZYDGX/wR0IAbyTU9DH0HT3DKWeI7g99x8fe6N4wwPLxZtw1iz++FNkdArYEGGDZ8iRbIwFu6BqBGS3PciDjj5EQjWmi+4M3jQU3Wh7dGx4kjUQQponuD31HWHhlWHRv6DtKAZThWfxRYiAcAl0RYIDVVTmmdzHc0PnUPMuBjD/4IyGANxJq+hj6jp7hlDNE94e+42NvdG8YYPl4M+6axR9fiuwOAVsCDLBseZKtkQA3dI3AjJZnOZDxx0iIxjTR/cGbxoIbLY/uDQ+SRiII00T3h74jLLwyLLo39B2lAMrwLP4oMRAOga4IMMDqqhzTuxhu6HxqnuVAxh/8kRDAGwk1fQx9R89wyhmi+0Pf8bE3ujcMsHy8GXfN4o8vRXaHgC0BBli2PMnWSIAbukZgRsuzHMj4YyREY5ro/uBNY8GNlkf3hgdJIxGEaaL7Q98RFl4ZFt0b+o5SAGV4Fn+UGAiHQFcEGGB1VY7pXQw3dD41z3Ig4w/+SAjgjYSaPoa+o2c45QzR/aHv+Ngb3RsGWD7ejLtm8ceXIrtDwJYAAyxbnmRrJMANXSMwo+VZDmT8MRKiMU10f/CmseBGy6N7w4OkkQjCNNH9oe8IC68Mi+4NfUcpgDI8iz9KDIRDoCsCDLC6Ksf0LoYbOp+aZzmQ8Qd/JATwRkJNH0Pf0TOccobo/tB3fOyN7g0DLB9vxl2z+ONLkd0hYEuAAZYtT7I1EuCGrhGY0fMUnqUAACAASURBVPIsBzL+GAnRmCa6P3jTWHCj5dG94UHSSARhmuj+0HeEhVeGRfeGvqMUQBmexR8lBsIh0BUBBlhdlWN6F8MNnU/NsxzI+IM/EgJ4I6Gmj6Hv6BlOOUN0f+g7PvZG94YBlo83465Z/PGlyO4QsCXAAMuWJ9kaCXBD1wjMaHmWAxl/jIRoTBPdH7xpLLjR8uje8CBpJIIwTXR/6DvCwivDontD31EKoAzP4o8SA+EQ6IoAA6yuyjG9i+GGzqfmWQ5k/MEfCQG8kVDTx9B39AynnCG6P/QdH3uje8MAy8ebcdcs/vhSZHcI2BJggGXLk2yNBLihawRmtDzLgYw/RkI0ponuD940FtxoeXRveJA0EkGYJro/9B1h4ZVh0b2h7ygFUIZn8UeJgXAIdEWAAVZX5ZjexXBD51PzLAcy/uCPhADeSKjpY+g7eoZTzhDdH/qOj73RvWGA5ePNuGsWf3wpsjsEbAkwwLLlSbZGAtzQNQIzWp7lQMYfIyEa00T3B28aC260PLo3PEgaiSBME90f+o6w8Mqw6N7Qd5QCKMOz+KPEQDgEuiLAAKurckzvYrih86l5lgMZf/BHQgBvJNT0MfQdPcMpZ4juD33Hx97o3jDA8vFm3DWLP74U2R0CtgQYYNnyJFsjAW7oGoEZLc9yIOOPkRCNaaL7gzeNBTdaHt0bHiSNRBCmie4PfUdYeGVYdG/oO0oBlOFZ/FFiIBwCXRFggNVVOaZ3MdzQ+dQ8y4GMP/gjIYA3Emr6GPqOnuGUM0T3h77jY290bxhg+Xgz7prFH1+K7A4BWwIMsGx5kq2RADd0jcCMlmc5kPHHSIjGNNH9wZvGghstj+4ND5JGIgjTRPeHviMsvDIsujf0HaUAyvAs/igxEA6BrggwwOqqHNO7GG7ofGqe5UDGH/yREMAbCTV9DH1Hz3DKGaL7Q9/xsTe6NwywfLwZd83ijy9FdoeALQEGWLY8ydZIgBu6RmBGy7McyPhjJERjmuj+4E1jwY2WR/eGB0kjEYRpovtD3xEWXhkW3Rv6jlIAZXgWf5QYCIdAVwQYYHVVjuldDDd0PjXPciDjD/5ICOCNhJo+hr6jZzjlDNH9oe/42BvdGwZYPt6Mu2bxx5ciu0PAlgADLFueZGskwA1dIzCj5VkOZPwxEqIxTXR/8Kax4EbLo3vDg6SRCMI00f2h7wgLrwyL7g19RymAMjyLP0oMhEOgKwIMsLoqx/Quhhs6n5pnOZDxB38kBPBGQk0fQ9/RM5xyhuj+0Hd87I3uDQMsH2/GXbP440uR3SFgS4ABli1PsjUS4IauEZjR8iwHMv4YCdGYJro/eNNYcKPl0b3hQdJIBGGa6P7Qd4SFV4ZF94a+oxRAGZ7FHyUGwiHQFQEGWF2VY3oXww2dT82zHMj4gz8SAngjoaaPoe/oGU45Q3R/6Ds+9kb3hgGWjzfjrln88aXI7hCwJcAAy5Yn2RoJcEPXCMxoeZYDGX+MhGhME90fvGksuNHy6N7wIGkkgjBNdH/oO8LCK8Oie0PfUQqgDM/ijxID4RDoigADrK7KMb2L4YbOp+ZZDmT8wR8JAbyRUNPH0Hf0DKecIbo/9B0fe6N7wwDLx5tx1yz++FJkdwjYEmCAZcuTbI0EuKFrBGa0PMuBjD9GQjSmie4P3jQW3Gh5dG94kDQSQZgmuj/0HWHhlWHRvaHvKAVQhmfxR4mBcAh0RYABVlflmN7FcEPnU/MsBzL+4I+EAN5IqOlj6Dt6hlPOEN0f+o6PvdG9YYDl4824axZ/fCmyOwRsCTDAsuVJtkYC3NA1AjNanuVAxh8jIRrTRPcHbxoLbrQ8ujc8SBqJIEwT3R/6jrDwyrDo3tB3lAIow7P4o8RAOAS6IsAAq6tyTO9iuKHzqXmWAxl/8EdCAG8k1PQx9B09wylniO4PfcfH3ujeMMDy8WbcNYs/vhTZHQK2BBhg2fIkWyMBbugagRktz3Ig44+REI1povuDN40FN1oe3RseJI1EEKaJ7g99R1h4ZVh0b+g7SgGU4Vn8UWIgHAJdEWCA1VU5pncx3ND51DzLgYw/+CMhgDcSavoY+o6e4ZQzRPeHvuNjb3RvGGD5eDPumsUfX4rsDgFbAgywbHmSrZEAN3SNwIyWZzmQ8cdIiMY00f3Bm8aCGy2P7g0PkkYiCNNE94e+Iyy8Miy6N/QdpQDK8Cz+KDEQDoGuCDDA6qoc07sYbuh8ap7lQMYf/JEQwBsJNX0MfUfPcMoZovtD3/GxN7o3DLB8vBl3zeKPL0V2h4AtAQZYtjzJ1kiAG7pGYEbLsxzI+GMkRGOa6P7gTWPBjZZH94YHSSMRhGmi+0PfERZeGRbdG/qOUgBleBZ/lBgIh0BXBBhgdVWO6V0MN3Q+Nc9yIOMP/kgI4I2Emj6GvqNnOOUM0f2h7/jYG90bBlg+3oy7ZvHHlyK7Q8CWAAMsW55kayTADV0jMKPlWQ5k/DESojFNdH/wprHgRsuje8ODpJEIwjTR/aHvCAuvDIvuDX1HKYAyPIs/SgyEQ6ArAgywuirH9C6GGzqfmmc5kPEHfyQE8EZCTR9D39EznHKG6P7Qd3zsje4NAywfb8Zds/jjS5HdIWBLgAGWLU+yNRLghq4RmNHyLAcy/hgJ0Zgmuj9401hwo+XRveFB0kgEYZro/tB3hIVXhkX3hr6jFEAZnsUfJQbCIdAVAQZYXZVjehfDDZ1PzbMcyPiDPxICeCOhpo+h7+gZTjlDdH/oOz72RveGAZaPN+OuWfzxpcjuELAlwADLlifZGglwQ9cIzGh5lgMZf4yEaEwT3R+8aSy40fLo3vAgaSSCME10f+g7wsIrw6J7Q99RCqAMz+KPEgPhEOiKAAOsrsoxvYvhhs6n5lkOZPzBHwkBvJFQ08fQd/QMp5whuj/0HR97o3vDAMvHm3HXLP74UmR3CNgSYIBly5NsjQS4oWsEZrQ8y4GMP0ZCNKaJ7g/eNBbcaHl0b3iQNBJBmCa6P/QdYeGVYdG9oe8oBVCGZ/FHiYFwCHRFgAFWV+WY3sVwQ+dT8ywHMv7gj4QA3kio6WPoO3qGU84Q3R/6jo+90b1hgOXjzbhrFn98KbI7BGwJMMCy5Um2RgLc0DUCM1qe5UDGHyMhGtNE9wdvGgtutDy6NzxIGokgTBPdH/qOsPDKsOje0HeUAijDs/ijxEA4BLoiwACrq3JM72K4ofOpeZYDGX/wR0IAbyTU9DH0HT3DKWeI7g99x8fe6N4wwPLxZtw1iz++FNkdArYEGGDZ8iRbIwFu6BqBGS3PciDjj5EQjWmi+4M3jQU3Wh7dGx4kjUQQponuD31HWHhlWHRv6DtKAZThWfxRYiAcAl0RYIDVVTmmdzHc0PnUPMuBjD/4IyGANxJq+hj6jp7hlDNE94e+42NvdG8YYPl4M+6axR9fiuwOAVsCDLBseZKtkQA3dI3AjJZnOZDxx0iIxjTR/cGbxoIbLY/uDQ+SRiII00T3h74jLLwyLLo39B2lAMrwLP4oMRAOga4IMMDqqhzTuxhu6HxqnuVAxh/8kRDAGwk1fQx9R89wyhmi+0Pf8bE3ujcMsHy8GXfN4o8vRXaHgC0BBli2PMnWSIAbukZgRsuzHMj4YyREY5ro/uBNY8GNlkf3hgdJIxGEaaL7Q98RFl4ZFt0b+o5SAGV4Fn+UGAiHQFcEGGB1VY7pXQw3dD41z3Ig4w/+SAjgjYSaPoa+o2c45QzR/aHv+Ngb3RsGWD7ejLtm8ceXIrtDwJYAAyxbnmRrJMANXSMwo+VZDmT8MRKiMU10f/CmseBGy6N7w4OkkQjCNNH9oe8IC68Mi+4NfUcpgDI8iz9KDIRDoCsCDLC6Ksf0LoYbOp+aZzmQ8Qd/JATwRkJNH0Pf0TOccobo/tB3fOyN7g0DLB9vxl2z+ONLkd0hYEuAAZYtT7I1EuCGrhGY0fIsBzL+GAnRmCa6P3jTWHCj5dG94UHSSARhmuj+0HeEhVeGRfeGvqMUQBmexR8lBsIh0BUBBlhdlWN6F8MNnU/NsxzI+IM/EgJ4I6Gmj6Hv6BlOOUN0f+g7PvZG94YBlo83465Z/PGlyO4QsCXAAMuWJ9kaCXBD1wjMaHmWAxl/jIRoTBPdH7xpLLjR8uje8CBpJIIwTXR/6DvCwivDontD31EKoAzP4o8SA+EQ6IoAA6yuyjG9i+GGzqfmWQ5k/MEfCQG8kVDTx9B39AynnCG6P/QdH3uje8MAy8ebcdcs/vhSZHcI2BJggGXLk2yNBLihawRmtDzLgYw/RkI0ponuD940FtxoeXRveJA0EkGYJro/9B1h4ZVh0b2h7ygFUIZn8UeJgXAIdEWAAVZX5ZjexXBD51PzLAcy/uCPhADeSKjpY7L0nYcXr6WHQYZmAmvu8lBzTE8B9B2famTpO/iDPz4E2BUC/RFggNVfTSZ1RRzIPuXmhs6He5Zdo/tD3/ExMbo3IzUGWD7+MMDy4R591yx9h3PLx8Qs/vjQY1cIzA0BBlhzw5WssyTAgTxLUMbLshzI+GMsxizTRfcHb2ZZaONl0b1hgGUsRGO66AMsBp+NBTdaHt0b+o6RCMI0WfwR/vqEQaBLAgywuizLdC6KB0mfWmd5kMQf/JEQwBsJNX1Mlr7DIELvgiRD9AdJvJFUXR8T3RsGWHoHNBmy+KNhQCwEeiPAAKu3ikzseniQ9Cl4lgdJ/MEfCQG8kVDTx2TpOwwi9C5IMkR/kMQbSdX1MdG9YYCld0CTIYs/GgbEQqA3AgyweqvIxK6HB0mfgmd5kMQf/JEQwBsJNX1Mlr7DIELvgiRD9AdJvJFUXR8T3RsGWHoHNBmy+KNhQCwEeiPQ9QDr0UcfLd/+9rfLxz72sXLFFVeU73znO+XpT3962WWXXcoRRxxRdt5557L66qs3Mb3rrrvKBRdcUC655JJy4403lq222qrsscce5eijjy6bb775KnM98sgj5ZprrinnnXdeWbx4cXnooYfKjjvuWA499NCy5557lnXWWWeVcbfffns555xzll37vHnzyn777VcOOeSQsuGGGzZdd9bFPEj6VDbLgyT+4I+EAN5IqOljsvQdBhF6FyQZoj9I4o2k6vqY6N4wwNI7oMmQxR8NA2Ih0BuBbgdYdXj1mc98phx55JHlZz/72TBo2myzzcq9995bvvrVrw4cTzrppOFf66233qy4/uAHPyiHH374MFCqubbccsty5513DoOxbbbZZhhQ7bDDDivk+s1vflMuvvjiYcB13333le23376stdZa5aabbhr+/8e7hvrP617XXXfdcO2bbrppufXWW8sdd9xRdtttt7Jw4cJh/6n/8CDpY0CWB0n8wR8JAbyRUNPHZOk7DCL0LkgyRH+QxBtJ1fUx0b1hgKV3QJMhiz8aBsRCoDcC3Q6wbrnllnLAAQeUX/3qV+XDH/5wed3rXje8bVUHW1/72teGgVIdDtXh0pve9KYZuT7wwAPlxBNPHAZHf/mXfzn83+uuu2558MEHhxzHHntsee1rX1sWLVq0wttRS5YsGfJvtNFGw3W87GUvG/a67bbbyjHHHFO+/OUvl/PPP3+41vGnvuU1f/78cvXVV5ezzz67vOUtbylrrrlmuf/++8uZZ55ZTjnllHLUUUeVM844Y7iGKf/wIOlT/SwPkviDPxICeCOhpo/J0ncYROhdkGSI/iCJN5Kq62Oie8MAS++AJkMWfzQMiIVAbwS6HWDVwc9xxx1XPvCBDwzDpdVWW20FdldeeWXZd999y1577TUMln77t3/7Cdlef/31w9r6BlX9COH666+/bP3DDz9cTj755HLaaaeVSy+9tOy9997DP6vDrTro+tCHPrTCfz4GjkO2rbfeeoWcl112Wdlnn32GAVcdUi3/EcP6Blkdvl111VXl8ssvL9ttt11vTjyp18OD5JOKe9lmWR4k8Qd/JATwRkJNH5Ol7zCI0LsgyRD9QRJvJFXXx0T3hgGW3gFNhiz+aBgQC4HeCHQ5wPr1r39d3v/+95fPfvazw2Coft/Uyj/1Y3/777//8GbUJz7xibLBBhs8IdtxIPaRj3xkeDtq5Z/6JlX9Tq06LDv99NPL2muvPXzc76CDDhr+77rHxhtvvEJYfTvs7W9/+/CRxC984QvD21lLly4tCxYsGN68qkO2XXfd9TF7XXjhhcNbWWedddaw35R/eJD0qX6WB0n8wR8JAbyRUNPHZOk7DCL0LkgyRH+QxBtJ1fUx0b1hgKV3QJMhiz8aBsRCoDcCXQ6wZgOpvv1U38DaYostZhxg1YHY8ccfX84999zhy9hf+cpXzmogVr9rq35fVR2UffCDHyxPfepTHxN36qmnlve+973LPsr485//vLz5zW8u3//+94cviq9vZ638Uz+WuNNOOw2DtDromvLHCHmQnI3t9muyPEjij70bs8kY3R+8mU2V7ddE94YHSXsnWjJGf5BkgNVSbbu10b2h79i5IMmUxR/J704MBHolEHKAVb8Hqw5+6lDqL/7iL4aP/62xxhqPy/iee+4Z/mJgHRyNb0qtvPjuu+8evuvqxz/+8fDl8fWL1//hH/6hvOENb1jhrayV4+qbWQcffHB53/veN1zL+NZWXffJT35y+LL4lX9a3x7rVR6L6+JB0oJie44sD5L40157i4jo/uCNhQXtOaJ7w4Nke80tI6I/SDLAsrRh9rmie0PfmX2t52JlFn/mgg05IeBFIOQAq75FVT+CV9+I+vSnP11e/OIXPyG/VQ2nZjPAWnk4tapNVl4zm+HUbNZ4CfFk78uD5JNN/H/3y/IgiT/4IyGANxJq+pgsfYdBhN4FSYboD5J4I6m6Pia6Nwyw9A5oMmTxR8OAWAj0RiDcAOvaa68tRxxxxPBXAOv3WR144IGP+YL32QynZrOm1wHWDTfc0JtH4uv53PHbi2MJlBPY9wNflQd3FIk/PsWI7g/e4I2GwDa/4NzS8JPG3vy02OcW3kgrr4uL7s342+OPzgNpdAZ/6nc08wOBTATCDLDqxwa/9KUvlXe84x3lRz/60fARwvoW1pprrjljPbK9gcUAa8aSs2AGAtEHEOOvxyDCR/Xo/uAN3mgI8CCpoSePjf4giTfy2msio3vDAEtTfX1sBn8YYOk9IENfBEIMsB5++OHhi9qPO+64gd4555xTDjjggLL66qvPiuZ9991XjjzyyFK/lP1zn/vcKj9yOA65fvrTnw4fS3zuc59brrrqquFL3N/97neX+mXtq/qerfEtrdNOO21YV4dr9bu06s+q/nJh/c/HjxBusskm5aKLLirrr7/+rH6PjIv4KI9PVbN8lAd/8EdCAG8k1PQxWfoOHwXTuyDJEP2jPHgjqbo+Jro3IwH80bsgyZDFH8nvTgwEeiXQ/QDr/vvvL3U4VP9Vv1i9fmxw5513nvFjg8sD568Q9qpfKTxI+tQmy4Mk/uCPhADeSKjpY7L0HR4k9S5IMkR/kMQbSdX1MdG9YYCld0CTIYs/GgbEQqA3Al0PsOqbU+9617vKeeedN7wJ9cEPfrBsvfXWIob1I4f1Da46AJs/f/5jcoxvWx177LHl9NNPL2uvvfayvyhY/+9VvU01vtl19dVXL/vrhkuXLi0LFiwYPuJ45ZVXll133fUxey1atKgcfvjh5ayzzhr+wuGUf3iQ9Kl+lgdJ/MEfCQG8kVDTx2TpOwwi9C5IMkR/kMQbSdX1MdG9YYCld0CTIYs/GgbEQqA3At0OsOqbVyeeeGI599xzyxvf+MZhIPSsZz1LzO/6668ve+21V9l+++3LBRdcsMLH9upHFE8++eThLa9LL7207L333sM+Dz744HANH/rQh1b4z8eLuOWWW4aPMtah2vI5L7vssrLPPvuUY445ppxxxhllnXXWWXbd9957bzn66KOHjydefvnlZbvtthP/ThkCeZD0qWKWB0n8wR8JAbyRUNPHZOk7DCL0LkgyRH+QxBtJ1fUx0b1hgKV3QJMhiz8aBsRCoDcC3Q6w6vdQHXbYYeU1r3lNqW8sPfOZz1Sxe+CBB4Zh1MKFC4dh1QknnFDWW2+9YUh18cUXD29CvfrVry4f/ehHyzOe8Yxley1ZsmT4TquNNtpo+O6tbbfddvj4Yv0riHVAdcUVVwzx4/de1cC77rpreMurvplVB28HH3zwMMSqQ7kzzzyznHLKKcM/r/9s3XXXVf1e0YN5kPSpYJYHSfzBHwkBvJFQ08dk6TsMIvQuSDJEf5DEG0nV9THRvWGApXdAkyGLPxoGxEKgNwJdDrDqF6m/+c1vLv/8z/88I6/dd999+HjfBhtsMKytA6eddtqprPyf13926623lqOOOmr4aN9mm21Wttxyy3LnnXcOX6q+zTbbDB9V3GGHHVbYs76dVT92eNJJJ5X6kcH6Btdaa61VbrrppuH/r/95/Vcdhi3/c+2115Yjjjii3HzzzcN3d2266abD/nfcccfwccg6SKv7T/2HB0kfA7I8SOIP/kgI4I2Emj4mS99hEKF3QZIh+oMk3kiqro+J7g0DLL0DmgxZ/NEwIBYCvRHocoB1ww03lD/8wz8s//3f/z0jr5YBVk1W346qH/e75JJLyo033jgMl/bYY4/hY32bb775Kvd75JFHyjXXXDMMuBYvXlweeuihsuOOO5ZDDz207Lnnnit8RHD5BLfffvvw1lZ9S6sOyebNm1f222+/csghh5QNN9xwxt9tCgt4kPSpcpYHSfzBHwkBvJFQ08dk6TsMIvQuSDJEf5DEG0nV9THRvWGApXdAkyGLPxoGxEKgNwJdDrC0kOp3U9WP6Z1//vnL3szS5iR+bgjwIDk3XGfKmuVBEn9mqvTc/PPo/uDN3HgxU9bo3vAgOVOF5/afR3+QZIA1t348Xvbo3tB3fLwZd83ijy9FdoeALYF0A6z6XVf1u6Xuueeecuqppw5/TZCffgnwIOlTmywPkviDPxICeCOhpo/J0ncYROhdkGSI/iCJN5Kq62Oie8MAS++AJkMWfzQMiIVAbwTSDbDq21f1i9jf8573DF+8zk/fBHiQ9KlPlgdJ/MEfCQG8kVDTx2TpOwwi9C5IMkR/kMQbSdX1MdG9YYCld0CTIYs/GgbEQqA3AukGWL0B5nqemAAPkj6GZHmQxB/8kRDAGwk1fUyWvsMgQu+CJEP0B0m8kVRdHxPdGwZYegc0GbL4o2FALAR6I8AAq7eKTOx6eJD0KXiWB0n8wR8JAbyRUNPHZOk7DCL0LkgyRH+QxBtJ1fUx0b1hgKV3QJMhiz8aBsRCoDcCDLB6q8jErocHSZ+CZ3mQxB/8kRDAGwk1fUyWvsMgQu+CJEP0B0m8kVRdHxPdGwZYegc0GbL4o2FALAR6I8AAq7eKTOx6eJD0KXiWB0n8wR8JAbyRUNPHZOk7DCL0LkgyRH+QxBtJ1fUx0b1hgKV3QJMhiz8aBsRCoDcCDLB6q8jErocHSZ+CZ3mQxB/8kRDgQVJCTR+T5UEAf/QuSDJE9wdvJFXXx0T3hgGW3gFNhiz+aBgQC4HeCDDA6q0iE7seBhA+BWeA5cM9y67R/eFB0sfELA8C+IM/EgJ4I6Gmj6Hv6BlOOUMWf6ZcQ373fAQYYOWraajfiBs6n3JlOZDxB38kBPBGQk0fQ9/RM5xyhuj+0Hd87I3uDW9g+Xgz7prFH1+K7A4BWwIMsGx5kq2RADd0jcCMlmc5kPHHSIjGNNH9wZvGghstj+4ND5JGIgjTRPeHviMsvDIsujf0HaUAyvAs/igxEA6BrggwwOqqHNO7GG7ofGqe5UDGH/yREMAbCTV9DH1Hz3DKGaL7Q9/xsTe6NwywfLwZd83ijy9FdoeALQEGWLY8ydZIgBu6RmBGy7McyPhjJERjmuj+4E1jwY2WR/eGB0kjEYRpovtD3xEWXhkW3Rv6jlIAZXgWf5QYCIdAVwQYYHVVjuldDDd0PjXPciDjD/5ICOCNhJo+hr6jZzjlDNH9oe/42BvdGwZYPt6Mu2bxx5ciu0PAlgADLFueZGskwA1dIzCj5VkOZPwxEqIxTXR/8Kax4EbLo3vDg6SRCMI00f2h7wgLrwyL7g19RymAMjyLP0oMhEOgKwIMsLoqx/Quhhs6n5pnOZDxB38kBPBGQk0fQ9/RM5xyhuj+0Hd87I3uDQMsH2/GXbP440uR3SFgS4ABli1PsjUS4IauEZjR8iwHMv4YCdGYJro/eNNYcKPl0b3hQdJIBGGa6P7Qd4SFV4ZF94a+oxRAGZ7FHyUGwiHQFQEGWF2VY3oXww2dT82zHMj4gz8SAngjoaaPoe/oGU45Q3R/6Ds+9kb3hgGWjzfjrln88aXI7hCwJcAAy5Yn2RoJcEPXCMxoeZYDGX+MhGhME90fvGksuNHy6N7wIGkkgjBNdH/oO8LCK8Oie0PfUQqgDM/ijxID4RDoigADrK7KMb2L4YbOp+ZZDmT8wR8JAbyRUNPH0Hf0DKecIbo/9B0fe6N7wwDLx5tx1yz++FJkdwjYEmCAZcuTbI0EuKFrBGa0PMuBjD9GQjSmie4P3jQW3Gh5dG94kDQSQZgmuj/0HWHhlWHRvaHvKAVQhmfxR4mBcAh0RYABVlflmN7FcEPnU/MsBzL+4I+EAN5IqOlj6Dt6hlPOEN0f+o6PvdG9YYDl4824axZ/fCmyOwRsCTDAsuVJtkYC3NA1AjNanuVAxh8jIRrTRPcHbxoLbrQ8ujc8SBqJIEwT3R/6jrDwyrDo3tB3lAIow7P4o8RAOAS6IsAAq6tyTO9iuKHzqXmWAxl/8EdCAG8k1PQx9B09wylniO4PfcfH3ujeMMDy8WbcNYs/vhTZHQK2BBhg2fIkWyMBbugagRktz3Ig44+REI1povuDN40FN1oe3RseJI1EEKaJ7g99R1h4ZVh0b+g7SgGU4Vn8UWIgHAJdEWCA1VU5pncx3ND51DzLgYw/+CMhgDcSavoY+o6e4ZQzRPeHwXzazAAAIABJREFUvuNjb3RvGGD5eDPumsUfX4rsDgFbAgywbHmSrZEAN3SNwIyWZzmQ8cdIiMY00f3Bm8aCGy2P7g0PkkYiCNNE94e+Iyy8Miy6N/QdpQDK8Cz+KDEQDoGuCDDA6qoc07sYbuh8ap7lQMYf/JEQwBsJNX0MfUfPcMoZovtD3/GxN7o3DLB8vBl3zeKPL0V2h4AtAQZYtjzJ1kiAG7pGYEbLsxzI+GMkRGOa6P7gTWPBjZZH94YHSSMRhGmi+0PfERZeGRbdG/qOUgBleBZ/lBgIh0BXBBhgdVWO6V0MN3Q+Nc9yIOMP/kgI4I2Emj6GvqNnOOUM0f2h7/jYG90bBlg+3oy7ZvHHlyK7Q8CWAAMsW55kayTADV0jMKPlWQ5k/DESojFNdH/wprHgRsuje8ODpJEIwjTR/aHvCAuvDIvuDX1HKYAyPIs/SgyEQ6ArAgywuirH9C6GGzqfmmc5kPEHfyQE8EZCTR9D39EznHKG6P7Qd3zsje4NAywfb8Zds/jjS5HdIWBLgAGWLU+yNRLghq4RmNHyLAcy/hgJ0Zgmuj9401hwo+XRveFB0kgEYZro/tB3hIVXhkX3hr6jFEAZnsUfJQbCIdAVAQZYXZVjehfDDZ1PzbMcyPiDPxICeCOhpo+h7+gZTjlDdH/oOz72RveGAZaPN+OuWfzxpcjuELAlwADLlifZGglwQ9cIzGh5lgMZf4yEaEwT3R+8aSy40fLo3vAgaSSCME10f+g7wsIrw6J7Q99RCqAMz+KPEgPhEOiKAAOsrsoxvYvhhs6n5lkOZPzBHwkBvJFQ08fQd/QMp5whuj/0HR97o3vDAMvHm3HXLP74UmR3CNgSYIBly5NsjQS4oWsEZrQ8y4GMP0ZCNKaJ7g/eNBbcaHl0b3iQNBJBmCa6P/QdYeGVYdG9oe8oBVCGZ/FHiYFwCHRFgAFWV+WY3sVwQ+dT8ywHMv7gj4QA3kio6WPoO3qGU84Q3R/6jo+90b1hgOXjzbhrFn98KbI7BGwJMMCy5Um2RgLc0DUCM1qe5UDGHyMhGtNE9wdvGgtutDy6NzxIGokgTBPdH/qOsPDKsOje0HeUAijDs/ijxEA4BLoiwACrq3JM72K4ofOpeZYDGX/wR0IAbyTU9DH0HT3DKWeI7g99x8fe6N4wwPLxZtw1iz++FNkdArYEGGDZ8iRbIwFu6BqBGS3PciDjj5EQjWmi+4M3jQU3Wh7dGx4kjUQQponuD31HWHhlWHRv6DtKAZThWfxRYiAcAl0RYIDVVTmmdzHc0PnUPMuBjD/4IyGANxJq+hj6jp7hlDNE94e+42NvdG8YYPl4M+6axR9fiuwOAVsCDLBseZKtkQA3dI3AjJZnOZDxx0iIxjTR/cGbxoIbLY/uDQ+SRiII00T3h74jLLwyLLo39B2lAMrwLP4oMRAOga4IMMDqqhzTuxhu6HxqnuVAxh/8kRDAGwk1fQx9R89wyhmi+0Pf8bE3ujcMsHy8GXfN4o8vRXaHgC0BBli2PMnWSIAbukZgRsuzHMj4YyREY5ro/uBNY8GNlkf3hgdJIxGEaaL7Q98RFl4ZFt0b+o5SAGV4Fn+UGAiHQFcEGGB1VY7pXQw3dD41z3Ig4w/+SAjgjYSaPoa+o2c45QzR/aHv+Ngb3RsGWD7ejLtm8ceXIrtDwJYAAyxbnmRrJMANXSMwo+VZDmT8MRKiMU10f/CmseBGy6N7w4OkkQjCNNH9oe8IC68Mi+4NfUcpgDI8iz9KDIRDoCsCDLC6Ksf0LoYbOp+aZzmQ8Qd/JATwRkJNH0Pf0TOccobo/tB3fOyN7g0DLB9vxl2z+ONLkd0hYEuAAZYtT7I1EuCGrhGY0fIsBzL+GAnRmCa6P3jTWHCj5dG94UHSSARhmuj+0HeEhVeGRfeGvqMUQBmexR8lBsIh0BUBBlhdlWN6F8MNnU/NsxzI+IM/EgJ4I6Gmj6Hv6BlOOUN0f+g7PvZG94YBlo83465Z/PGlyO4QsCXAAMuWJ9kaCXBD1wjMaHmWAxl/jIRoTBPdH7xpLLjR8uje8CBpJIIwTXR/6DvCwivDontD31EKoAzP4o8SA+EQ6IoAA6yuyjG9i+GGzqfmWQ5k/MEfCQG8kVDTx9B39AynnCG6P/QdH3uje8MAy8ebcdcs/vhSZHcI2BJggGXLk2yNBLihawRmtDzLgYw/RkI0ponuD940FtxoeXRveJA0EkGYJro/9B1h4ZVh0b2h7ygFUIZn8UeJgXAIdEWAAVZX5ZjexXBD51PzLAcy/uCPhADeSKjpY+g7eoZTzhDdH/qOj73RvWGA5ePNuGsWf3wpsjsEbAkwwLLlSbZGAtzQNQIzWp7lQMYfIyEa00T3B28aC260PLo3PEgaiSBME90f+o6w8Mqw6N7Qd5QCKMOz+KPEQDgEuiLAAKurckzvYrih86l5lgMZf/BHQgBvJNT0MfQdPcMpZ4juD33Hx97o3jDA8vFm3DWLP74U2R0CtgQYYNnyJFsjAW7oGoEZLc9yIOOPkRCNaaL7gzeNBTdaHt0bHiSNRBCmie4PfUdYeGVYdG/oO0oBlOFZ/FFiIBwCXRFggNVVOaZ3MdzQ+dQ8y4GMP/gjIYA3Emr6GPqOnuGUM0T3h77jY290bxhg+Xgz7prFH1+K7A4BWwIMsGx5kq2RADd0jcCMlmc5kPHHSIjGNNH9wZvGghstj+4ND5JGIgjTRPeHviMsvDIsujf0HaUAyvAs/igxEA6BrggwwOqqHNO7GG7ofGqe5UDGH/yREMAbCTV9DH1Hz3DKGaL7Q9/xsTe6NwywfLwZd83ijy9FdoeALQEGWLY8ydZIgBu6RmBGy7McyPhjJERjmuj+4E1jwY2WR/eGB0kjEYRpovtD3xEWXhkW3Rv6jlIAZXgWf5QYCIdAVwQYYHVVjuldDDd0PjXPciDjD/5ICOCNhJo+hr6jZzjlDNH9oe/42BvdGwZYPt6Mu2bxx5ciu0PAlgADLFueZGskwA1dIzCj5VkOZPwxEqIxTXR/8Kax4EbLo3vDg6SRCMI00f2h7wgLrwyL7g19RymAMjyLP0oMhEOgKwIMsLoqx/Quhhs6n5pnOZDxB38kBPBGQk0fQ9/RM5xyhuj+0Hd87I3uDQMsH2/GXbP440uR3SFgS4ABli1PsjUS4IauEZjR8iwHMv4YCdGYJro/eNNYcKPl0b3hQdJIBGGa6P7Qd4SFV4ZF94a+oxRAGZ7FHyUGwiHQFQEGWF2VY3oXww2dT82zHMj4gz8SAngjoaaPoe/oGU45Q3R/6Ds+9kb3hgGWjzfjrln88aXI7hCwJcAAy5Yn2RoJcEPXCMxoeZYDGX+MhGhME90fvGksuNHy6N7wIGkkgjBNdH/oO8LCK8Oie0PfUQqgDM/ijxID4RDoigADrK7KMb2L4YbOp+ZZDmT8wR8JAbyRUNPH0Hf0DKecIbo/9B0fe6N7wwDLx5tx1yz++FJkdwjYEmCAZcuTbI0EuKFrBGa0PMuBjD9GQjSmie4P3jQW3Gh5dG94kDQSQZgmuj/0HWHhlWHRvaHvKAVQhmfxR4mBcAh0RYABVlflmN7FcEPnU/MsBzL+4I+EAN5IqOlj6Dt6hlPOEN0f+o6PvdG9YYDl4824axZ/fCmyOwRsCTDAsuVJtkYC3NA1AjNanuVAxh8jIRrTRPcHbxoLbrQ8ujc8SBqJIEwT3R/6jrDwyrDo3tB3lAIow7P4o8RAOAS6IsAAq6tyTO9iuKHzqXmWAxl/8EdCAG8k1PQx9B09wylniO4PfcfH3ujeMMDy8WbcNYs/vhTZHQK2BBhg2fIkWyMBbugagRktz3Ig44+REI1povuDN40FN1oe3RseJI1EEKaJ7g99R1h4ZVh0b+g7SgGU4Vn8UWIgHAJdEWCA1VU5pncx3ND51DzLgYw/+CMhgDcSavoY+o6e4ZQzRPeHvuNjb3RvGGD5eDPumsUfX4rsDgFbAgywbHmSrZEAN3SNwIyWZzmQ8cdIiMY00f3Bm8aCGy2P7g0PkkYiCNNE94e+Iyy8Miy6N/QdpQDK8Cz+KDEQDoGuCDDA6qoc07sYbuh8ap7lQMYf/JEQwBsJNX0MfUfPcMoZovtD3/GxN7o3DLB8vBl3zeKPL0V2h4AtAQZYtjzJ1kiAG7pGYEbLsxzI+GMkRGOa6P7gTWPBjZZH94YHSSMRhGmi+0PfERZeGRbdG/qOUgBleBZ/lBgIh0BXBBhgdVWO6V0MN3Q+Nc9yIOMP/kgI4I2Emj6GvqNnOOUM0f2h7/jYG90bBlg+3oy7ZvHHlyK7Q8CWAAMsW55kayTADV0jMKPlWQ5k/DESojFNdH/wprHgRsuje8ODpJEIwjTR/aHvCAuvDIvuDX1HKYAyPIs/SgyEQ6ArAgywuirH9C6GGzqfmmc5kPEHfyQE8EZCTR9D39EznHKG6P7Qd3zsje4NAywfb8Zds/jjS5HdIWBLgAGWLU+yNRLghq4RmNHyLAcy/hgJ0Zgmuj9401hwo+XRveFB0kgEYZro/tB3hIVXhkX3hr6jFEAZnsUfJQbCIdAVAQZYXZVjehfDDZ1PzbMcyPiDPxICeCOhpo+h7+gZTjlDdH/oOz72RveGAZaPN+OuWfzxpcjuELAlwADLlifZGglwQ9cIzGh5lgMZf4yEaEwT3R+8aSy40fLo3vAgaSSCME10f+g7wsIrw6J7Q99RCqAMz+KPEgPhEOiKAAOsrsoxvYvhhs6n5lkOZPzBHwkBvJFQ08fQd/QMp5whuj/0HR97o3vDAMvHm3HXLP74UmR3CNgSYIBly5NsjQS4oWsEZrQ8y4GMP0ZCNKaJ7g/eNBbcaHl0b3iQNBJBmCa6P/QdYeGVYdG9oe8oBVCGZ/FHiYFwCHRFgAFWV+WY3sVwQ+dT8ywHMv7gj4QA3kio6WPoO3qGU84Q3R/6jo+90b1hgOXjzbhrFn98KbI7BGwJMMCy5Um2RgLc0DUCM1qe5UDGHyMhGtNE9wdvGgtutDy6NzxIGokgTBPdH/qOsPDKsOje0HeUAijDs/ijxEA4BLoiwACrq3JM72K4ofOpeZYDGX/wR0IAbyTU9DH0HT3DKWeI7g99x8fe6N4wwPLxZtw1iz++FNkdArYEGGDZ8iRbIwFu6BqBGS3PciDjj5EQjWmi+4M3jQU3Wh7dGx4kjUQQponuD31HWHhlWHRv6DtKAZThWfxRYiAcAl0RYIDVVTmmdzHc0PnUPMuBjD/4IyGANxJq+hj6jp7hlDNE94e+42NvdG8YYPl4M+6axR9fiuwOAVsCDLBseZKtkQA3dI3AjJZnOZDxx0iIxjTR/cGbxoIbLY/uDQ+SRiII00T3h74jLLwyLLo39B2lAMrwLP4oMRAOga4IMMDqqhzTuxhu6HxqnuVAxh/8kRDAGwk1fQx9R89wyhmi+0Pf8bE3ujcMsHy8GXfN4o8vRXaHgC0BBli2PMnWSIAbukZgRsuzHMj4YyREY5ro/uBNY8GNlkf3hgdJIxGEaaL7Q98RFl4ZFt0b+o5SAGV4Fn+UGAiHQFcEGGB1VY7pXQw3dD41z3Ig4w/+SAjgjYSaPoa+o2c45QzR/aHv+Ngb3RsGWD7ejLtm8ceXIrtDwJYAAyxbnmRrJMANXSMwo+VZDmT8MRKiMU10f/CmseBGy6N7w4OkkQjCNNH9oe8IC68Mi+4NfUcpgDI8iz9KDIRDoCsCDLC6Ksf0LoYbOp+aZzmQ8Qd/JATwRkJNH0Pf0TOccobo/tB3fOyN7g0DLB9vxl2z+ONLkd0hYEuAAZYtT7I1EuCGrhGY0fIsBzL+GAnRmCa6P3jTWHCj5dG94UHSSARhmuj+0HeEhVeGRfeGvqMUQBmexR8lBsIh0BUBBlhdlWN6F8MNnU/NsxzI+IM/EgJ4I6Gmj6Hv6BlOOUN0f+g7PvZG94YBlo83465Z/PGlyO4QsCXAAMuWJ9kaCXBD1wjMaHmWAxl/jIRoTBPdH7xpLLjR8uje8CBpJIIwTXR/6DvCwivDontD31EKoAzP4o8SA+EQ6IoAA6yuyjG9i+GGzqfmWQ5k/MEfCQG8kVDTx9B39AynnCG6P/QdH3uje8MAy8ebcdcs/vhSZHcI2BJggGXLk2yNBLihawRmtDzLgYw/RkI0ponuD940FtxoeXRveJA0EkGYJro/9B1h4ZVh0b2h7ygFUIZn8UeJgXAIdEWAAVZX5ZjexXBD51PzLAcy/uCPhADeSKjpY+g7eoZTzhDdH/qOj73RvWGA5ePNuGsWf3wpsjsEbAkwwLLlSbZGAtzQNQIzWp7lQMYfIyEa00T3B28aC260PLo3PEgaiSBME90f+o6w8Mqw6N7Qd5QCKMOz+KPEQDgEuiLAAKurckzvYrih86l5lgMZf/BHQgBvJNT0MfQdPcMpZ4juD33Hx97o3jDA8vFm3DWLP74U2R0CtgQYYNnyJFsjAW7oGoEZLc9yIOOPkRCNaaL7gzeNBTdaHt0bHiSNRBCmie4PfUdYeGVYdG/oO0oBlOFZ/FFiIBwCXRFggNVVOaZ3MdzQ+dQ8y4GMP/gjIYA3Emr6GPqOnuGUM0T3h77jY290bxhg+Xgz7prFH1+K7A4BWwIMsGx5kq2RADd0jcCMlmc5kPHHSIjGNNH9wZvGghstj+4ND5JGIgjTRPeHviMsvDIsujf0HaUAyvAs/igxEA6BrggwwOqqHNO7GG7ofGqe5UDGH/yREMAbCTV9DH1Hz3DKGaL7Q9/xsTe6NwywfLwZd83ijy9FdoeALQEGWLY8ydZIgBu6RmBGy7McyPhjJERjmuj+4E1jwY2WR/eGB0kjEYRpovtD3xEWXhkW3Rv6jlIAZXgWf5QYCIdAVwQYYHVVjuldDDd0PjXPciDjD/5ICOCNhJo+hr6jZzjlDNH9oe/42BvdGwZYPt6Mu2bxx5ciu0PAlgADLFueZGskwA1dIzCj5VkOZPwxEqIxTXR/8Kax4EbLo3vDg6SRCMI00f2h7wgLrwyL7g19RymAMjyLP0oMhEOgKwIMsLoqx/Quhhs6n5pnOZDxB38kBPBGQk0fQ9/RM5xyhuj+0Hd87I3uDQMsH2/GXbP440uR3SFgS4ABli1PsjUS4IauEZjR8iwHMv4YCdGYJro/eNNYcKPl0b3hQdJIBGGa6P7Qd4SFV4ZF94a+oxRAGZ7FHyUGwiHQFQEGWF2VY3oXww2dT82zHMj4gz8SAngjoaaPoe/oGU45Q3R/6Ds+9kb3hgGWjzfjrln88aXI7hCwJcAAy5Yn2RoJcEPXCMxoeZYDGX+MhGhME90fvGksuNHy6N7wIGkkgjBNdH/oO8LCK8Oie0PfUQqgDM/ijxID4RDoigADrK7KMb2L4YbOp+ZZDmT8wR8JAbyRUNPH0Hf0DKecIbo/9B0fe6N7wwDLx5tx1yz++FJkdwjYEmCAZcuTbI0EuKFrBGa0PMuBjD9GQjSmie4P3jQW3Gh5dG94kDQSQZgmuj/0HWHhlWHRvaHvKAVQhmfxR4mBcAh0RYABVlflmN7FcEPnU/MsBzL+4I+EAN5IqOlj6Dt6hlPOEN0f+o6PvdG9YYDl4824axZ/fCmyOwRsCTDAsuVJtkYC3NA1AjNanuVAxh8jIRrTRPcHbxoLbrQ8ujc8SBqJIEwT3R/6jrDwyrDo3tB3lAIow7P4o8RAOAS6IsAAq6tyTO9iuKHzqXmWAxl/8EdCAG8k1PQx9B09wylniO4PfcfH3ujeMMDy8WbcNYs/vhTZHQK2BBhg2fIkWyMBbugagRktz3Ig44+REI1povuDN40FN1oe3RseJI1EEKaJ7g99R1h4ZVh0b+g7SgGU4Vn8UWIgHAJdEWCA1VU5pncx3ND51DzLgYw/+CMhgDcSavoY+o6e4ZQzRPeHvuNjb3RvGGD5eDPumsUfX4rsDgFbAgywbHmSrZEAN3SNwIyWZzmQ8cdIiMY00f3Bm8aCGy2P7g0PkkYiCNNE94e+Iyy8Miy6N/QdpQDK8Cz+KDEQDoGuCDDA6qoc07sYbuh8ap7lQMYf/JEQwBsJNX0MfUfPcMoZovtD3/GxN7o3DLB8vBl3zeKPL0V2h4AtAQZYtjzJ1kiAG7pGYEbLsxzI+GMkRGOa6P7gTWPBjZZH94YHSSMRhGmi+0PfERZeGRbdG/qOUgBleBZ/lBgIh0BXBBhgdVWO6V0MN3Q+Nc9yIOMP/kgI4I2Emj6GvqNnOOUM0f2h7/jYG90bBlg+3oy7ZvHHlyK7Q8CWAAMsW55kayTADV0jMKPlWQ5k/DESojFNdH/wprHgRsuje8ODpJEIwjTR/aHvCAuvDIvuDX1HKYAyPIs/SgyEQ6ArAgywuirH9C6GGzqfmmc5kPEHfyQE8EZCTR9D39EznHKG6P7Qd3zsje4NAywfb8Zds/jjS5HdIWBLgAGWLU+yNRLghq4RmNHyLAcy/hgJ0Zgmuj9401hwo+XRveFB0kgEYZro/tB3hIVXhkX3hr6jFEAZnsUfJQbCIdAVAQZYXZVjehfDDZ1PzbMcyPiDPxICeCOhpo+h7+gZTjlDdH/oOz72RveGAZaPN+OuWfzxpcjuELAlwADLlifZGglwQ9cIzGh5lgMZf4yEaEwT3R+8aSy40fLo3vAgaSSCME10f+g7wsIrw6J7Q99RCqAMz+KPEgPhEOiKAAOsrsoxvYvhhs6n5lkOZPzBHwkBvJFQ08fQd/QMp5whuj/0HR97o3vDAMvHm3HXLP74UmR3CNgSYIBly5NsjQS4oWsEZrQ8y4GMP0ZCNKaJ7g/eNBbcaHl0b3iQNBJBmCa6P/QdYeGVYdG9oe8oBVCGZ/FHiYFwCHRFgAFWV+WY3sVwQ+dT8ywHMv7gj4QA3kio6WPoO3qGU84Q3R/6jo+90b1hgOXjzbhrFn98KbI7BGwJMMCy5Um2RgLc0DUCM1qe5UDGHyMhGtNE9wdvGgtutDy6NzxIGokgTBPdH/qOsPDKsOje0HeUAijDs/ijxEA4BLoiwACrq3JM72K4ofOpeZYDGX/wR0IAbyTU9DH0HT3DKWeI7g99x8fe6N4wwPLxZtw1iz++FNkdArYEGGDZ8iRbIwFu6BqBGS3PciDjj5EQjWmi+4M3jQU3Wh7dGx4kjUQQponuD31HWHhlWHRv6DtKAZThWfxRYiAcAl0RYIDVVTmmdzHc0PnUPMuBjD/4IyGANxJq+hj6jp7hlDNE94e+42NvdG8YYPl4M+6axR9fiuwOAVsCDLBseZKtkQA3dI3AjJZnOZDxx0iIxjTR/cGbxoIbLY/uDQ+SRiII00T3h74jLLwyLLo39B2lAMrwLP4oMRAOga4IMMDqqhzTuxhu6HxqnuVAxh/8kRDAGwk1fQx9R89wyhmi+0Pf8bE3ujcMsHy8GXfN4o8vRXaHgC0BBli2PMnWSIAbukZgRsuzHMj4YyREY5ro/uBNY8GNlkf3hgdJIxGEaaL7Q98RFl4ZFt0b+o5SAGV4Fn+UGAiHQFcEGGB1VY7pXQw3dD41z3Ig4w/+SAjgjYSaPoa+o2c45QzR/aHv+Ngb3RsGWD7ejLtm8ceXIrtDwJYAAyxbnmRrJMANXSMwo+VZDmT8MRKiMU10f/CmseBGy6N7w4OkkQjCNNH9oe8IC68Mi+4NfUcpgDI8iz9KDIRDoCsCDLC6Ksf0LoYbOp+aZzmQ8Qd/JATwRkJNH0Pf0TOccobo/tB3fOyN7g0DLB9vxl2z+ONLkd0hYEuAAZYtT7I1EuCGrhGY0fIsBzL+GAnRmCa6P3jTWHCj5dG94UHSSARhmuj+0HeEhVeGRfeGvqMUQBmexR8lBsIh0BUBBlhdlWN6F8MNnU/NsxzI+IM/EgJ4I6Gmj6Hv6BlOOUN0f+g7PvZG94YBlo83465Z/PGlyO4QsCXAAMuWJ9kaCXBD1wjMaHmWAxl/jIRoTBPdH7xpLLjR8uje8CBpJIIwTXR/6DvCwivDontD31EKoAzP4o8SA+EQ6IoAA6yuyjG9i+GGzqfmWQ5k/MEfCQG8kVDTx9B39AynnCG6P/QdH3uje8MAy8ebcdcs/vhSZHcI2BJggGXLk2yNBLihawRmtDzLgYw/RkI0ponuD940FtxoeXRveJA0EkGYJro/9B1h4ZVh0b2h7ygFUIZn8UeJgXAIdEWAAVZX5ZjexXBD51PzLAcy/uCPhADeSKjpY+g7eoZTzhDdH/qOj73RvWGA5ePNuGsWf3wpsjsEbAkwwLLlSbZGAtzQNQIzWp7lQMYfIyEa00T3B28aC260PLo3PEgaiSBME90f+o6w8Mqw6N7Qd5QCKMOz+KPEQDgEuiLAAKurckzvYrih86l5lgMZf/BHQgBvJNT0MfQdPcMpZ4juD33Hx97o3jDA8vFm3DWLP74U2R0CtgQYYNnyJFsjAW7oGoEZLc9yIOOPkRCNaaL7gzeNBTdaHt0bHiSNRBCmie4PfUdYeGVYdG/oO0oBlOFZ/FFiIBwCXRFggNVVOaZ3MdzQ+dQ8y4GMP/gjIYA3Emr6GPqOnuGUM0T3h77jY290bxhg+Xgz7prFH1+K7A4BWwIMsGx5kq2RADd0jcCMlmc5kPHHSIjGNNH9wZvGghstj+4ND5JGIgjTRPeHviMsvDIsujf0HaUAyvAs/igxEA6BrggwwOqqHNO7GG7ofGqe5UDGH/yREMAbCTV9DH1Hz3DKGaL7Q9/xsTe6NwywfLwZd83ijy9FdoeALQEGWLY8ydZIgBu6RmBGy7McyPhjJERjmuj+4E1jwY2WR/eGB0kjEYRpovtD3xEWXhkW3Rv6jlIAZXgWf5QYCIdAVwQYYHVVjuldDDd0PjXPciDjD/5ICOCNhJo+hr6jZzjlDNH9oe/42BvdGwZYPt6Mu2bxx5ciu0PAlgADLFueZGskwA1dIzCj5VkOZPwxEqIxTXR/8Kax4EbLo3vDg6SRCMI00f2h7wgLrwyL7g19RymAMjyLP0qSGmF3AAAgAElEQVQMhEOgKwIMsLoqx/Quhhs6n5pnOZDxB38kBPBGQk0fQ9/RM5xyhuj+0Hd87I3uDQMsH2/GXbP440uR3SFgS4ABli1PsjUS4IauEZjR8iwHMv4YCdGYJro/eNNYcKPl0b3hQdJIBGGa6P7Qd4SFV4ZF94a+oxRAGZ7FHyUGwiHQFQEGWF2VY3oXww2dT82zHMj4gz8SAngjoaaPoe/oGU45Q3R/6Ds+9kb3hgGWjzfjrln88aXI7hCwJcAAy5Yn2RoJcEPXCMxoeZYDGX+MhGhME90fvGksuNHy6N7wIGkkgjBNdH/oO8LCK8Oie0PfUQqgDM/ijxID4RDoigADrK7KMb2L4YbOp+ZZDmT8wR8JAbyRUNPH0Hf0DKecIbo/9B0fe6N7wwDLx5tx1yz++FJkdwjYEmCAZcuTbI0EuKFrBGa0PMuBjD9GQjSmie4P3jQW3Gh5dG94kDQSQZgmuj/0HWHhlWHRvaHvKAVQhmfxR4mBcAh0RYABVlflmN7FcEPnU/MsBzL+4I+EAN5IqOlj6Dt6hlPOEN0f+o6PvdG9YYDl4824axZ/fCmyOwRsCTDAsuVJtkYC3NA1AjNanuVAxh8jIRrTRPcHbxoLbrQ8ujc8SBqJIEwT3R/6jrDwyrDo3tB3lAIow7P4o8RAOAS6IsAAq6tyTO9iuKHzqXmWAxl/8EdCAG8k1PQx9B09wylniO4PfcfH3ujeMMDy8WbcNYs/vhTZHQK2BBhg2fJcIdvtt99ezjnnnHLFFVeU73znO2XevHllv/32K4ccckjZcMMN53DnOKm5ofOpVZYDGX/wR0IAbyTU9DH0HT3DKWeI7g99x8fe6N4wwPLxhgGWL3d2h8ATEWCANUd+3HTTTeXwww8v1113Xdlqq63KpptuWm699dZyxx13lN12260sXLiwbLnllnO0e5y03ND51IobOh/uWXaN7g99x8fE6N7wIOnjTZYHSfqOjz/0HR/uWXbN4k+WevB7QKASYIA1Bx7cddddZf78+eXqq68uZ599dnnLW95S1lxzzXL//feXM888s5xyyinlqKOOKmeccUZZd9115+AK4qTkhs6nVlkOZPzBHwkBvJFQ08fQd/QMp5whuj/0HR97o3vD4NzHmyyDc1967A6BuSHAAGsOuF522WVln332Kcccc8wwpFpnnXWW7XLvvfeWo48+ulx11VXl8ssvL9ttt90cXEGclNzQ+dSKGzof7ll2je4PfcfHxOje8CDp402WB0n6jo8/9B0f7ll2zeJPlnrwe0CgEmCAZezB0qVLy4IFC4Y3r6688sqy6667PmaHCy+8cHgr66yzzirHHnus8RXESscNnU+9shzI+IM/EgJ4I6Gmj6Hv6BlOOUN0f+g7PvZG94bBuY83WQbnvvTYHQJzQ4ABljHXn//85+XNb35z+f73v18uueSSsvXWWz9mhyVLlpSddtpp+JhhHXRN+WOE3NAZCzjLdNzQzRIUy1ZJILo/9B0fsaN7w4OkjzdZHiTpOz7+0Hd8uGfZNYs/WerB7wGBSoABlrEH9UvaDzrooCHrJz/5ybLZZps9Zof6Fwn333//stFGG5VPfOITZYMNNjC+ijjpuKHzqVWWAxl/8EdCAG8k1PQx9B09wylniO4PfcfH3ujeMDj38SbL4NyXHrtDYG4IMMAy5jqb4dRs1hhfVrfpuKHzKQ03dD7cs+wa3R/6jo+J0b3hQdLHmywPkvQdH3/oOz7cs+yaxZ8s9eD3gEAlwADL2IPZDKdms8b4srpNxw2dT2myHMj4gz8SAngjoaaPoe/oGU45Q3R/6Ds+9kb3hsG5jzdZBue+9NgdAnNDgAGWMdfZDKdms+aJLmvbbbc1vmrSQQACEIAABCAAAQhAAAIQgEAmAl/72tcy/Tr8LhDgDSxrB370ox+VN73pTUPa+v1WG2+88WO2GAdYm2yySbnooovK+uuv33QZDLCacLEYAhCAAAQgAAEIQAACEIDA5AgwwJpcydP/wryBZVxi/gqhMVDSQQACEIAABCAAAQhAAAIQgAAEIDB5AgywjBVYunRpWbBgQTn77LPLlVdeWXbdddfH7LBo0aJy+OGHl7POOqsce+yxxldAOghAAAIQgAAEIAABCEAAAhCAAAQgkIsAA6w5qOdll11W9tlnn3LMMceUM844o6yzzjrLdrn33nvL0UcfXa666qpy+eWXl+22224OroCUEIAABCAAAQhAAAIQgAAEIAABCEAgDwEGWHNQy7vuuqvMnz+/XH311cObWAcffPAwxLr//vvLmWeeWU455ZThn9d/tu66687BFZASAhCAAAQgAAEIQAACEIAABCAAAQjkIcAAa45qee2115Yjjjii3HzzzWWrrbYqm266abn11lvLHXfcUXbbbbeycOHCsuWWW87R7qSFAAQgAAEIQAACEIAABCAAAQhAAAJ5CDDAmsNa3n777eWcc84pV1xxRal/eXDevHllv/32K4ccckjZcMMN53BnUkMAAhCAAAQgAAEIQAACEIAABCAAgTwEGGDlqSW/CQQgAAEIQAACEIAABCAAAQhAAAIQSEmAAVbKsvJLQQACEIAABCAAAQhAAAIQgAAEIACBPAQYYOWpJb8JBCAAAQhAAAIQgAAEIAABCEAAAhBISYABVsqy8ktBAAIQgAAEIAABCEAAAhCAAAQgAIE8BBhg5aklvwkEIAABCEAAAhCAAAQgAAEIQAACEEhJgAFWyrLyS0EAAhCAAAQgAAEIQAACEIAABCAAgTwEGGDlqSW/CQQgAAEIQAACEIAABCAAAQhAAAIQSEmAAVbKssb9pR555JFy3XXXlQsuuKBcffXV5Y477iibbbZZee1rX1uOPvro8uIXv7isttpqj/kFH3zwwfKP//iP5WMf+1hZsmRJWWuttcouu+xSjjjiiLLzzjuX1VdffUYot9xySznggAPKe97znvKmN73pcdfff//95cILLyyf+cxnyjXXXFN++7d/e9jr8MMPH/59zTXXnHGvmRZceeWVZd999y1f/OIXy4477rjC8vr77bTTTjOlGP75/Pnzy9lnn13WXXfdWa2PvOjRRx8t3/72twcHrrjiivKd73ynPP3pT5/Rg+pcreN5551XFi9eXB566KGB+aGHHlr23HPPss4668yI5d577x38rJxX5v3AAw+UY489tixatGjGPHXBv/7rvz6m5rMK/L+LZuvx7bffXj70oQ+Vyy67bPjv2VZbbVUOPvjg8qd/+qdl4403btkyxdq77767fOpTnyqf+9znBh/qT+0d+++/f/njP/7jst566z3m97Rw5+GHHy4nn3xyueGGG8onPvGJssEGG6yS59jjRk/nou88kcfLX1R155xzzln237N58+aV/fbbrxxyyCFlww03TOFDyy9Rz4TPf/7z5aKLLhrOn/vuu6/MhokFxyc6K8bfweJ8XJmHtN/OxbW01Kq3tdJ7nrvuumu4T7rkkkvKjTfeOPTvPfbYYziHNt9881X+mp6eLn9BUndW/qVme9b1VnOr65FylPx3UOrp8r/rbM+6mfhIz2rJs8VM18I/hwAEfAgwwPLhzq6rIFAPt/rwf+qppy57AKgPQ/VGrd6g1Qe20047bRgULT8kqofxGWecUd773vcOa17ykpcMQ4ivfvWrjxuz8va33nprOeqoo0p9GLj44osfd4D1k5/8ZBgK1YeVOhzZZpttSh1Q1L3qz+mnn16OP/541RDr2muvHQZvN9988yqHGS0DrBNPPHHgufbaa6d2rt7I1YHikUceWX72s58NN/N18FkfyMfanHTSSaX+a/lBxG9+85uh3vWmvz50br/99sPw86abbhr+/1XFrAyyPhRUL+u/VjUwbBlg1Wu+/PLLB4clP7P1uA5o3vKWtywbXNV96xCrDv2q03VIssMOO0guIWRM/b3r8KX+d2v873X9Rep/B6tPu+22W1m4cGHZcsstl/1+Fu7UnveRj3xk8OzlL3/54w6wqmP1v8vnnnvush5XL6TF05kKM5PHNb7+9+zv//7vy3HHHbfsf1yoTOoDRe3RU3Snngm1f3z2s59dVps69K7/Xaz/nXo8JrV29SyrD1W1X2266abLYlbl26rqN9NZUWPq+VnPpDpcqz+1x9VB++j2bHrcyntL+63FWT2Tx5H+ufSe5wc/+MHgTv0famrvrv8dvPPOO5+wf3t6unxNpO5I79ki+dByrVKOkv8OSj1d/veZ7Vk3EwPJWW1x/TNdF/8cAhB4cgkwwHpyebPbExAY/5fk5z//+cP/ur/tttsOb1vV/+WnvolUhxNLly4tn/70p8srX/nKZZnq/3/YYYcN/9mHP/zh4YauHu5f+9rXhgeLH//4x8OD4cpvMo0PZF/5yleG3PWGvv483gBr+YfIBQsWDA+ddWC2/F7f/OY3hwe8+iZW60/9PS+99NJywgknDA8+9UfyNs44nKhDkPrWzzOf+czWSwm3fvxfYn/1q18NDrzuda8b3rpbvjb1QXHl2taBRX3bbqONNhriXvaylw2/+2233VaOOeaY8uUvf7mcf/75w5t5q/qpbtXBwvhwKHnjbfSq5qjDjAMPPHCVbxk+UVHq7zlbj//7v/97eKOo8qgD4/rWVX3grje29XetbyD+wR/8weDO+uuvH86F1gse3zqqb1XWN6H+//bOJNSO4ovDFyWiLpKFEhA1aIhgHHFhVBxAJQQcYhLRRVAwYgR1oQtFhQgqiouoqNssxI2C7uIUEZK1EVQQBxxQlCgEcdgF3fz5+k+FSqf7VnV39X3vvvc1hGhud3X1V6dr+PU5p3j/gsjJ4h8ee/bsOU6cHGo7CKSInojeHJs2bWoVsPC0wCMQDwu85tauXVtdg8fhww8/PEHIwH5uu+22ro9fnZ9rx+E9YwGNME6/ixgS99FnnXVW9Z61eYH0quAivSh4FNCOO3funDz//PNHPdB4r3fv3j155plnJps3b65saPXq1dWTYFf0FXgZ8w4iJvNRJr6GDyp8mGnyns0dK+L6IYpxr/Xr11f9S2zbr7zyStXfNXk3N6Hv298OGasXqQkMqlafOQ8fRBhzENSffvrp6r+xEfpv3ju8ffFYp/8O3pALZaclbSeU1WWsG9Q4i/ziWb6Dfew0xtdlrJuGve9YPbT+i9wUrJ4EliUBBaxl2eyL76ERphCFmGAj4mzbtu2YSjJpITSMBdOTTz5ZLZ5OPPHEyV9//VV5TuBlg+fKhg0bjrkuDFw7duyoFgNxOBgL+VdffbXyauBgEnj48OFWAYvwsq1bt1Z/ENhWrlx5zL0IxbrnnnuqSSUeCrkHz/bTTz9VCx0W0YhioS5dBSy++t99993VgpRQKETA5XBgNzB/6aWXqgl8fSEW7GDLli2VUAVjJvxM/hEEmmwuTBDPP//8KlQjFnNYRHDNc889V331PuOMMybYU1cBCy+el19+uaoHXhIsgHNCFuM27WrHH3/8ceVRxIK1/k78888/lZi7d+/eyhsRb42lfhC6d+utt1bPWm9nnv3QoUPVO4VowztFGPMQ22ExeeDAgUoY+/TTTytRA3tq88Bi8k+bIHY09XGI+zfddNPkwQcfrOz/5JNPzm6yLnZMP4V9PvXUU5V4T38Ve8LyOx8KYNX2HmZXbE5O5EPD9u3bJ7zHhJ+ee+65x9Q8XnDxPm3cuLH6nbHi9ttvb3wHwzW8p/X27jpW0DcRAhs+/GC78cE4gTD6xx9/NNa/rRn69LdDxuo5MYdO1ew75zl48OCEcaypv4qFqnhMm7WdTgPRx3ZCeV3Huk4NMmcn9+HY5x3sa6fg7DrWpZqgz1g9pP6p+vi7BCSwcAQUsBaOvXeOCDCwPvroo5UYwCKSkIr6EULnYpEgDGh8cQzCRHwdX5lZYOCZ8+abb1beWRxxWNfll19eeUEgFuGB0eSBxQKFhdsLL7xQLezDQqREIxJ+gxfQRx99VOVcQqBDyOILahcBK/4yiycNC5PcL+olnmOhyjhy5Ei1sCaEB9tp8rQLCzk8rUKeoTCpJ7ySf6vnfcJm8G4hTOPdd9896p3Fc3I+nkuEm+3atWty8cUXVzbRVcAKXjx41OBBc+aZZ3bC2NWO47o/++yzlU3HBxNOhBWELcQaFtlL/SAcmPcfEajOo95XhPdxiO2EfgwRFdEJ7xz+jm0zZh76B8QGwmTrfSOhaLQTNvj666938prrYseIm/Qp9FNNufmoc3jPCGnig8OqVauWtPkw/iCYX3jhhZUQ3eQtxccWwtvDuBIvqNrGEvp/vLIok/LD0XWsQIjGK6+tX4pFSd4DbDF19O1v+47VqfrM6+995zxBuMBbl3atH3gNk7sPu6FfY3ybtZ22tUlf2+kzZ5tXu8ipd1+Ofd7BvnbKc3Qd61LP3mesHlL/VH38XQISWDgCClgLx947dyQQPEfiyTgLOsK7EJ74Uxds4gV+LAbx74RNkGj3+uuvr7xe6guNuHoMgngW8HcshHV8hMbTKfPFF1+sxKsrrrii8u4ISb+7CFjBy2g5hX/l8sebiqT4CEVBwMJrD08kPBTwxDv11FOPK67NJvCMwCOHcD+SbjeJq6m6BU8LQk77hn91teMwqSTEksUqom8sMsRfaOuiXep5lurvwQOKNgrv4xDbwetq3759lUCxZs2ao6JPm4AV92EffPBBFR4bH8GbJ16w5rZFFztOCWncM5yDRw/hYuvWrcutypI8L/7wEQSsMJb88ssvVQJuPDzrR1t/0nWsCAJlk1gd7hnOIQySjycljqb+tu9YXaI+81pGfc7D/AZPXbzGSRUQp1IIz9j0sSb1/KXtNHW/ab832Q7n9xnrhtRj3q+d5TvYNDeHX9exbijzprE6p8y2+udc6zkSkMDCEFDAWhju3rUjgThkhy/7hA1yhK+R9S/VcfHThKnc83744YdKKCNEBO8mFh+IHnwR4iB/Dfm2cOsf6vXUJrpNQxaEB8KM8JxBmPH4PwG8DLATJv542CB0En4avBOmLfxzFoDco4+AFYQH8lE1haT2bb+Uvce53GCBlxnhkYRn8B4hpk7Lv9O3XvN6XQjZwcsGzxjCRUvaTs6CM+S1Q+TClvEa5di/f38Vfvr333+35vnrwn2aHQcPLHIFhlDKetmhn0ScbTunS33m/VxCwxG54YGHKDYUvPd4traPITk2wfWpsSLYaRx2X2eKVzEhodPO6dIObf1tybG6S33m9dymOU94B3lP2z4w5AjNdSZj22luG7TZTtv1qbEu975L7bxZvoNtc/Mmprn9Wt/2aBqrU2V1qX+qLH+XgARmR0ABa3asvVNPAgzG5Bdh1x1yOsWhVjkTmJxzqNq088LAi8cWITx8rSbkjJDE1C6JXR87tShpKi+IIeTgIrlrvNNe1/svtfPD4h8PK7xCQh6YHHEq5xx4dRWwYsGxb9L/IZN6RCx2GsQzg6+W4QghkbxrTeFQS802Us8T7zoah+Xm2EXOOdw/Z1JPH8guf4gMeFrGB56b9F19d66My5pmx3hpkPeKe7Ul/Q79EGV28R5NtcM8/h4LxXHOsJz2zjkHJqmx4quvvprccccdVahzU2L90A/RB3UNf25rk7b+NmcczjlnHm2ha53b5jw54lTOOXF9ZmGnuc/fZjtDxrrcey+l82b1Dk6bmzfxzO3X+rRF21g9rayu9e9TL6+RgATGIaCANQ5XSy1EIN62nSLfeOONKr9DOHImvDnnUN6080LIEIt9RCuSd7MwIPQw7MCFh89vv/022AMqtSipox1TDCnUjAtWTNhmnl0F6zv85QgMOefwcF0FrDEFx5S9Y6+EjrHZwJdfflmF0bJbFZ4hTDBDTjhCa4d6Ey5Ywxe4McI07zSCOTmqyAsWhOEcu8g5h2rmTOrJf0UeJQTYFStWTC699NIqQS75rzioH55YCBVDjpQds7Mrobgc8GCzDRK5Y1Ncixdq2M11OQtYiAJ85OAPOaji3WBz2jvnHNogNVbgXUBOO5LqEwJPfdglkoNxgzYMu2CWELCm9bepfik1Bg+x63m6dtqcJ0ecyjkn8JiVnebwn2Y7bdfn2FTOvZfSObN6B1Nz8yamuf1a1/aYNla3ldWn/l3r5fkSkMB4BBSwxmNryQMJsEBjEcjuciQ8xmOE/E7xojpnApNzTmryHJJfEmbV5n0QFqxNu7t1QZFalNTLYuFIXhwS2Tftotbl3kvlXCYnJJt+5JFHKlEx3qo+PGOOwJBzDuWlFv4x17h9m3Y/HNoGKXsPW9lfcMEFVegiXo28U4gQ7LT52GOPVSFpdbF4aL3m6XrEPEJL8UzZuXNntciPxaEcu8g5ByapST2Tc8QF6kLIJ+0ThDR+Q4Qg7LMusvXhnbLj+Is1Yj7eqMELlfBBmBFezbu3XHOo/fnnn1WoMnmKbr755irPXNg8JKe9c8/hvJyxIvZMYBzFUw/REaFx/fr1lbCFx2WfHGrBxnL621S/lBqD+9jzvF2TmvPkiFM558BllnY6rR1ybKft+hybmjcb6FvfHI45vHLOSdlp2zOkxro+z54aq5vK7Fv/PvXzGglIYBwCCljjcLXUgQSYmPPVmMUZoXp4z+B5VfcI4cs2k++2HXniSTELdxJ295kMhYGXnenacrt8++23kzvvvLOqL4tXQtZCMvb6Pacl1c1ZlITy4rCeaXnABjbHXF0eT06oOCIN+ctOOOGEY54jJO6clvslN8FxauEf3ziE9ZB3atqGAGEiWYef8pRIbUZA/jg8CgkpuuGGG45r27AZADvbLcdw1M8++2yCCB08itjhkoV/fJS0ndSkPnjrIaQhxNbDg+PNAEI4arDHeuPiudW0k2E4L8eOWSiRIDjkAPzvv/+qDwswQxyhzyN577T7zFWH0qGy8WIKD13aq76zKII6u85yNO1+yr8Hm8BbCg9A+oqmI3eswNOG/G2I0p988kklPN5///3VRgL0R4ytYUwK9w6edPF9m7zqcvvbkmN1hyaZm1Nz5jwhSTX9d9s8JGcjhbHs9PDhw9Ucq7Tt9JmzzU3DF6joLN/BHDtte6RpY13cl+XOl3PG6npZQ+pfoKksQgISKERAAasQSIspRyB2B7766qur8AuS3zYdJXc2mrbwD4sOwi7aFmbUe/v27VWC8FkJWOz2xRf0H3/80aTJk8kkDolgkdYmfGJLQ3aSq9tizsI/XBNEsVTS5DEErDCBJGQQ8Yy/60ew9X///bf4jpvleonyJcUhBXgn7Nq1q0pwT5hw/ShpOykBK9gB4gMJ/5uOIA4EEXtMAWsa+WA7ePi02Vf5llscJYbQHRbvhFI2CZ/UdMguhE2LsT471sblBNsJ9tVFwOrS35YcqxdHi5erRe6c58iRI4N3IRzTTvG+zBWwuthOG+kcb6FyrbQ4S+rCceg7mGunbaRKCVhdxuq4LkPrvzgtwFpJYHkSUMBanu2+aJ/60KFDk4ceeqja3Q9hBg8sdt5qO0JoH+FzhGrUPSW6LManTYbCl09yB3344YcThLX6ETyw1qxZM/WreQp+7ld1ygnPT33YnXHVqlWp4pfs77TR448/XoWasgsjHiJNW9QHAGE3sJNOOqnREyK0OTs7psKhcgUsRKEnnnii8szAxjdv3ly8PXI2I8gRsHh+vBbXrVtXvI6LrUDCJxFcCMMjVHD37t0TPNDqXntj2E5JAYscRwijfY9cO24rnxDUrVu3Tu67774q7JJ3a6kfLKYOHDgwuffee6uwLIQrvJuahE9YxH0A3o4bN248DlFdkGxj2GWsaCqDxS87jvYJ+eza35Ycq5eSTXWd84TdHNu8zoN3aD0kdCHttN5eXW2nrb2Xu4DVleOQd7CrnTa1WWqsy3mvu47VocwS9c+pn+dIQAKzIaCANRvO3iWDQJyrY9oX7LiokMAcjwjEpQ0bNhxzpxAOtWPHjkoMa1tUcFFqMkR+KRZm8Y5S4WZMDhGQWLiQ/4RcNXhi9Tm6LEqCNw/3489yTbod76TUFrpTb4t4++SmXFSESRF6iAiWyi2Wu/APHnNMpt5+++2pAlsf20nZcdiGnQUrISgIffUjvDObNm1aFqJonNdpWrhyzKmk7aQm9Xv37q0SgeN9RTjsypUrj2myEEJIiNhQUTRlx3wkQNxDpAlhcKEyvIMsmhE9CXujzsvhCDt+sZhsC1eucwhhoU35EkN7IkQ0jWlxWamx4ueff668wQgxok1OP/30Y6qyf//+yV133TW55pprKk/ntlDFev379Lclx+qlYld95jwHDx6cbNmyZXLllVceNy7RzswDELLrY9pC2mncXn1sp629U3O2pWInTc/Rh2Pfd7CPnTbVOTXWpdqrz1hNmaXqn6qfv0tAArMjoIA1O9beaQoBcjkR/sJOWl2TEYek1Nddd93ktddem6xdu3bCQMeOWUzecWvnHH6fdqQmQ4gOeIVRLuciVp1yyilHdyHEc4y8V9zrkksu6d3eqUVJKJhnZFt7/pDPqL6g7F2BObww2AA5neIdv1KPwoIdbnj5xQnN2bWQxeX777+fxTa18A/1qOdJO+2001JV7Px7yo7jJO5sSIDoi6cRXzZZHJH4/uuvv142IsT3339fvdfs9NclcX0p20lN6utJ3NnUIohYiB30m/QBCLddRIgmw0rZcVg842WKYH/RRRdVxbCYQtiiHm1CW2dDnoMLQtvgpVnf5XRa9ePr8KhBROLjSswxleuO8lNjRSy0ImpgO9wnHh9519vE7LZn6Nvflhqr58A0klXsO+ehzZknkZ8w3tSBtmYegIjMDrJ79uyZrF69uqrHQttpDKOv7TQBTY11yUaY4xP6cuz6Dva10ya0qbEu1Rx9xuqS9U/Vz98lIIHZEVDAmh1r7zSFwLS8G/XL6hP7OAdA2GWJxMJ4ZfH/TNxJ9E5elmlHzmQIF2yEKhLhsrPUeeedNyFp6ueff16FHuGhQA6IIZ5QqUVJeA7GaIgAAAeFSURBVIbc85a64QWvpn379iUfFa8ivNaCcMQXaxaeeNXhQcFX7RUrVky++OKL6v/5d/7UE2fXb5Ra+Ifzc89LPsiUE1J2zDOzaOY8nvGyyy6rcmGxyMGOeWfwImQhlHpnhtRzMVzLQh5vIp4354iTWJeynZxJPeeQfB/7oZ8hGTsH+ZYIWyOEGC9B8r4NOVL2yTOzuQZhsBy8L4j4oR5Nu+4Nqc9ivzZ4wObUs/6RIc5FRLudffbZExZohDbjGYlAwfgy7cgZA7755psJHshNYxbvetMOrdPuOaS/LTVW5/Be7OcMmfNgJ4R+4i0b5iG//vprlfyfvoEw+quuuuoogoW201CRIbbT1J6psW6x20Df+g3h2PUdHGKn9efLGevamPQdq0vWv297eZ0EJFCegAJWeaaW2INACJPJubTpyzRfH997773KK4BFGCLEjTfeOHnggQeqHZbactnE98udDLHQJ1znnXfeOboo2LZt24Rdwgg3GyJeUZ+cRQnnhWTA33333bJO4B7yOvz+++9J86kLWFyA5xHhFUz6yeGD+IkgQLjoLbfcMjXsNNwwtfAP54UkqqkE7skHmXJCjh3zzCxoET3wHmHRzCL62muvrRZGeBAOteMhzzCra0NIJR4oOUd9F7YStpM7qUcof+utt6p3HXtFfMB7jlxdeD2lRNac58ux4/ozI6DRxyLcl6pHTl0X+pw4l1VOXZq8ZAnxw/MTT0/sADGZnWwRK5s2WKjfJ3esYMziXSdsGZEa0YO8kXgod33Xh/a3JcbqHN6L/Zyhc556m9J/IyDTpuecc87Rx18MdhoqM9R26m2aM9YtdjvoU7+hHLu8g0PtNH6+3LGuiUnfsbpk/fu0lddIQALjEFDAGoerpUpAAhKQgAQkIAEJSEACEpCABCQgAQkUIqCAVQikxUhAAhKQgAQkIAEJSEACEpCABCQgAQmMQ0ABaxyulioBCUhAAhKQgAQkIAEJSEACEpCABCRQiIACViGQFiMBCUhAAhKQgAQkIAEJSEACEpCABCQwDgEFrHG4WqoEJCABCUhAAhKQgAQkIAEJSEACEpBAIQIKWIVAWowEJCABCUhAAhKQgAQkIAEJSEACEpDAOAQUsMbhaqkSkIAEJCABCUhAAhKQgAQkIAEJSEAChQgoYBUCaTESkIAEJCABCUhAAhKQgAQkIAEJSEAC4xBQwBqHq6VKQAISkIAEJCABCUhAAhKQgAQkIAEJFCKggFUIpMVIQAISkIAEJCABCUhAAhKQgAQkIAEJjENAAWscrpYqAQlIQAISkIAEJCABCUhAAhKQgAQkUIiAAlYhkBYjAQlIQAISkIAEJCABCUhAAhKQgAQkMA4BBaxxuFqqBCQgAQlIQAISkIAEJCABCUhAAhKQQCECCliFQFqMBCQgAQlIQAISkIAEJCABCUhAAhKQwDgEFLDG4WqpEpCABCQgAQlIQAISkIAEJCABCUhAAoUIKGAVAmkxEpCABCQgAQlIQAISkIAEJCABCUhAAuMQUMAah6ulSkACEpCABCQgAQlIQAISkIAEJCABCRQioIBVCKTFSEACEpCABCQgAQlIQAISkIAEJCABCYxDQAFrHK6WKgEJSEACEpCABCQgAQlIQAISkIAEJFCIgAJWIZAWIwEJSEACEpCABCQgAQlIQAISkIAEJDAOAQWscbhaqgQkIAEJSEACEpCABCQgAQlIQAISkEAhAgpYhUBajAQkIAEJSEACEpCABCQgAQlIQAISkMA4BBSwxuFqqRKQgAQkIAEJSEACEpCABCQgAQlIQAKFCChgFQJpMRKQgAQkIAEJSEACEpCABCQgAQlIQALjEFDAGoerpUpAAhKQgAQkIAEJSEACEpCABCQgAQkUIqCAVQikxUhAAhKQgAQkIAEJSEACEpCABCQgAQmMQ0ABaxyulioBCUhAAhKQgAQkIAEJSEACEpCABCRQiIACViGQFiMBCUhAAhKQgAQkIAEJSEACEpCABCQwDgEFrHG4WqoEJCABCUhAAhKQgAQkIAEJSEACEpBAIQIKWIVAWowEJCABCUhAAhKQgAQkIAEJSEACEpDAOAQUsMbhaqkSkIAEJCABCUhAAhKQgAQkIAEJSEAChQgoYBUCaTESkIAEJCABCUhAAhKQgAQkIAEJSEAC4xBQwBqHq6VKQAISkIAEJCABCUhAAhKQgAQkIAEJFCKggFUIpMVIQAISkIAEJCABCUhAAhKQgAQkIAEJjENAAWscrpYqAQlIQAISkIAEJCABCUhAAhKQgAQkUIiAAlYhkBYjAQlIQAISkIAEJCABCUhAAhKQgAQkMA4BBaxxuFqqBCQgAQlIQAISkIAEJCABCUhAAhKQQCECCliFQFqMBCQgAQlIQAISkIAEJCABCUhAAhKQwDgEFLDG4WqpEpCABCQgAQlIQAISkIAEJCABCUhAAoUIKGAVAmkxEpCABCQgAQlIQAISkIAEJCABCUhAAuMQUMAah6ulSkACEpCABCQgAQlIQAISkIAEJCABCRQioIBVCKTFSEACEpCABCQgAQlIQAISkIAEJCABCYxD4H84/j6/4B9x/AAAAABJRU5ErkJggg==" width="640" /></div><p>Generating capacity includes SaskPower assets plus Independent Power Producers (IPPs) SaskPower buys power from. </p><p>Due to the ramp-down of Unit #4 at Boundary Dam Power Station this year, 141 MW of dispatchable base-load electricity has been taken offline (p30). </p><p>The result, which you can infer from the chart above, is we have less dispatchable, reliable base-load generating capacity than in the last two years. </p><p>Generating capacity is somewhat misleading when it includes non-dispatchable sources that cannot be called online when needed. </p><p><br /></p><p><b>Generating capacity is growing faster than electricity supplied.</b></p><p>Intuitively, and as SaskPower makes clear in the report, this is due to intermittent renewables. Intalling intermittent sources means we build more dispatchable assets to ensure there is always capacity to meet peak demand (plus an operating reserve).</p><p>When the sun shines and the wind blows, we draw on renewable sources and ramp down dispatchable sources. When it's dark and still, we burn gas and coal. </p><div style="text-align: center;"><img height="397" 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" width="640" /></div><p style="text-align: left;">Question: In a province facing so many parallel challenges (healthcare and education to pick two), is the best use of scarce resources to build out intermittent generation capacity? Or would it be better to install dispatchable, on-demand base load? </p><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>Hydro power was down significantly in 2021-22 due to drought conditions. </b></p><p style="text-align: left;">The result was that SaskPower burned more gas, more coal, and imported more power from other jurisdictions to make up the gap. </p><div style="text-align: center;"><img height="397" 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" width="640" /></div><p style="text-align: left;">One takeaway from this graph is how one bad year can completely reverse a 3-year trend of declining fossil fuel use. Things can change in a positive direction, but quickly reverse when times are dire. </p><p style="text-align: left;">Look at Germany, bringing coal generation back online in their current energy crisis. Will Saskatchewan even flinch thinking about keeping coal burning past 2030 if we don't have reliable replacement generation in place? </p><div style="text-align: center;"><br /></div><p style="text-align: left;"><b>In 2021-22, SaskPower ran their remaining coal assets harder than they've been run in years. </b></p><p style="text-align: left;">When hydro availability dropped this past year, SaskPower ramped up their coal assets and ran them harder than they've been run in years. Peak-adjusted utilization (based on GWh delivered, MW capacity, and annual peak load) was over 100%, which means:</p><p style="text-align: left;"></p><div><ul style="text-align: left;"><li>Assets were run above capacity, and/or </li><li>Decommissioned coal assets were temporarily brought back online, and/or</li><li>My utilization metric (methodology on my <a href="http://blog.brahm.ca/2022/06/things-i-learned-and-questions-im.html" target="_blank">previous post</a>) isn't perfect, because of limited data supplied by the provincial utility</li></ul></div><p></p><div style="text-align: center;"><img height="396" 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R07djRtY+3atQlgZXy0WQACCCCAAAIIIIAAAggggAACCCDgEyiEANbPP//sgkuPPPKICxZdeOGFaR1DdSvs3bu3K/w+dOhQ22mnnbZZzrfffusCZJ9//rmNGjXKFYpfvHixy8iqUqWKKw7vBai8Ly5btswuueQSW7NmjQ0fPtyaNfs1GEgGVlqHiC8hgAACCCCAAAIIIIAAAggggAACxQUKIYC1YcMGF7gaPXq0y3Lq2rVryodSReDvvvtu958yqXr27Bm6DC9IFjdQptpYl156qcvgIoCV8mHhCwgggAACCCCAAAIIIIAAAggggEC0QCEEsFSjShlTCl7FDSwF99wfBJs0aZIr2h42ebW2lOWlroOVK1feZjYtR10Rv/jiC5s/f76rpaVC8LvuuisBrOjmxhwIIIAAAggggAACCCCAAAIIIIBA6gKFEMDSXnmZUenWwIobwFIwSsXYNXKhgmVeHSzVxlIdLBVy90+NGjVydbL0JxlYqbc/voEAAggggAACCCCAAAIIIIAAAghEChRKAEuBJXX7U+ZUnFEIv//+e7vpppusSZMmrmC7ald53RDjZGB5gbKNGze6Glgq1q76Vu3bt7cDDzzQ9txzT9tjjz2c72WXXUYXwsiWxgwIIIAAAggggAACCCCAAAIIIIBAmgKFEsBSjSkFipQBNWLECOvQoUPSPVbXvj59+ti+++5rDzzwgO2yyy4u8KVC7IlqYKlOljK9Bg0aVNRV0etS2KVLF/e9evXqbbPelStXuiLu+pMMrDQbIV9DAAEEEEAAAQQQQAABBBBAAAEEkgkogPX4tSfmFGnA4x9kZfneyH4KJt1xxx3WoEGD0OWuWLHCrr32Wnv55ZddMEojD1aoUMHijkKo2lZjxoxx2V733HOPq7919dVX24ABA4qtzwuUUQMrK4eYhSCAAAIIIIAAAggggAACCCCAAAKFLaBaU153vhYtWrggVdu2bW277bZzO7Zlyxb78MMPXaaUAkvBrCkVX7/hhhtM9azUrfCqq66yunXruu8qw+v22293n51//vluPtW/8oJmRx11lA0ePNh1SdT0yy+/2Jtvvum2Z8GCBda8eXMysAq7ebH1CCCAAAIIIIAAAggggAACCCCAQHYE1q1b50YjvP/++90C69Sp44JHlSpVsi+//NK++uor9+9nnXWWDRw4sChA5a1d82h0QQW4vO9qlMOPP/7YtOwTTjjBBaW8roL+bK7tt9/e9t9/f6tSpUrRurSen376yaZPn27jxo2zVq1auVV5ga9EmVvZ0Si9pVTYqg6XTAgggAACCCCAAAIIIIAAAggggAACoQLKtPrss8/shRdesDfeeMPef/99N5+KrCtT6uSTT7aWLVtaxYoVQ7+vTK7nn3/epkyZYioOr0nF2U8//XTr2LGjC1D5J9W3UnBKoxAuXrzYGjdubEcccYR1797drWfs2LEuG0xF4y+88ELXXZEAFo0XAQQQQAABBBBAAAEEEEAAAQQQQACBUhQgA6sU8Vk1AggggAACCCCAAAIIIIAAAggggEC0AAGsaCPmQAABBBBAAAEEEEAAAQQQQAABBBAoRQECWKWIz6oRQAABBBBAAAEEEEAAAQQQQAABBKIFCGBFGzEHAggggAACCCCAAAIIIIAAAggggEApChDAKkV8Vo0AAggggAACCCCAAAIIIIAAAgggEC1AACvaiDkQQAABBBBAAAEEEEAAAQQQQAABBEpRgABWKeKzagQQQAABBBBAAAEEEEAAAQQQQACBaAECWNFGzIEAAggggAACCCCAAAIIIIAAAgggUIoCBLBKEZ9VI4AAAggggAACCCCAAAIIIIAAAghECxDAijZiDgQQQAABBBBAAAEEEEAAAQQQQACBUhQggFWK+KwaAQQQQAABBBBAAAEEEEAAAQQQQCBagABWtBFzIIAAAggggAACCCCAAAIIIIAAAgiUogABrFLEZ9UIIIAAAggggAACCCCAAAIIIIAAAtECBLCijZgDAQQQQAABBBBAAAEEEEAAAQQQQKAUBQhglSI+q0YAAQQQQAABBBBAAAEEEEAAAQQQiBYggBVtxBwIIIAAAggggAACCCCAAAIIIIAAAqUoQACrFPFZNQIIIIAAAggggAACCCCAAAIIIIBAtAABrGgj5kAAAQQQQAABBBBAAAEEEEAAAQQQKEUBAliliM+qEUAAAQQQQAABBBBAAAEEEEAAAQSiBQhgRRsxBwIIIIAAAggggAACCCCAAAIIIIBAKQoQwCpFfFaNAAIIIIAAAggggAACCCCAAAIIIBAtQAAr2og5EEAAAQQQQAABBBBAAAEEEEAAAQRKUYAAVinis2oEEEAAAQQQQAABBBBAAAEEEEAAgWgBAljRRsyBAAIIIIAAAggggAACCCCAAAIIIFCKAgSwShGfVSOAAAIIIIAAAggggAACCCCAAAIIRAsQwIo2Yg4EEEAAAQQQQAABBBBAAAEEEEAAgVIUIIBVivisGgEEEEAAAQQQQAABBBBAAAEE8lNg1apVdumll9ry5ctt+PDh1qxZs4QbumHDBrv55ptt9OjRNmnSJDv00ENzslOLFy+2vn37Wv369e3++++3HXbYISfryceFEsDKx6PCNiGAAAIIIIAAAggggAACCCCAQKkKEMAqVf5iKyeAlV/Hg61BAAEEEEAAAQQQQAABBBBAAIE8ECCAlQcHwbcJBLDy63iwNQgggAACCCCAAAIIIIAAAgggkAcCBLDy4CAQwMqvg8DWIIAAAggggAACCCCAAAIIIIBAfglkGsD66quv7JJLLrH169cnrKHl1bTabbfd7K677rLatWs7hJUrV9q4ceNswoQJpnnat29vl112mTVo0KBYDSxvO/W9QYMG2YgRI+z555+3vfbay84//3w79dRTrWLFirZp0yZ788037emnn7ZZs2bZ6tWr7fDDD7eTTjrJTj/9dKtRo0Z+HYDA1pCBldeHh41DAAEEEEAAAQQQQAABBBBAoGwJLFuz1X76eWtOd2r3nSpmvPxMA1ibN2+2oUOH2n333ef+69q1a7Fteu6556x///6uAPyFF17oPl+0aJFdccUVNnfuXGvcuLE1bdrUtC1LliyxXr162YwZM1wgyyvi7t/ORo0a2SeffOK+8+2339pf/vIX69KliwuI3XLLLTZx4kTbfvvtbf/997dKlSrZggULXCBLRecVQEtWqD5j0AwXQAArQ0C+jgACCCCAAAIIIIAAAggggAAC8QUUwDr7gfXxv5DinDvXrmBjL8k8myjTAJY2W5lOvXv3dllQClJVq1ataG+UmXX99de7QNXDDz9s++yzj61Zs8auueYamzx5sl155ZXWr18/lxm1ZcsW+8c//mG33nqrKbPrqKOOKhbAeu2116xjx4525513WsOGDU0BNE1bt251walhw4bZ8ccfbzfeeKMp40vTunXrXHBNwTB9pu/WrVs3RfGSmZ0AVsk4sxYEEEAAAQQQQAABBBBAAAEEEDCzQgtgKTCUyjRp0iSX0aTp+++/d13/FHTyglTesj799FO76KKLrGXLlnb77be7QJUX8DruuOPstttus1q1ahWtWoGoRx55xHUTTBTACsv08tZTuXLl0K6Ma9eutRtuuMFlZ2n5f/jDH1LZ3RKblwBWiVGzIgQQQAABBBBAAAEEEEAAAQQQKE8BLH/Q6f/9v/9n3bt3L2oAqnH15z//eZvuhQpADR482O69915Xlyo4LVy40HU1VAZVsAvhnDlzXN2sVq1abfM1BaYuv/xy11Xx6quvdl0Hg9O0adNcvSwtW1lhCnbl20QAK9+OCNuDAAIIIIAAAggggAACCCCAQBkWKLQA1vLlyxMWYfcO04YNG1wXwdGjR5s/A0ufz5s3zwWHlDXlZVqp654CRSrQ/uCDD9quu+5qGzdudNlVTzzxRLFleOtRLSsVhlcQKqwG1vDhw4vVsbrnnnuKanGF1eHSsufPn2/nnntuUS0sf+ZXvjRFAlj5ciTYDgQQQAABBBBAAAEEEEAAAQTKgUB5C2Cpi95VV11ln332WVE3Qi9gdPLJJxdlPCULgnnNwj/iYDYDWN5oiPXr1y8KjOVbUySAlW9HhO1BAAEEEEAAAQQQQAABBBAoJvD1Z3Nt5tghdvbN49ApcIHyFsDS4fK6C3rdCFVrShlb+vcjjzzSHVF/Btazzz5rbdq0KXakcxXA8gJq2hZliWmkwnybCGDl2xFhexBAAAEEEEAAAQQQQAABBLYReHfyo/ba2CH2/Tdf2MkDhlmbU/ohVMAC5TGA5RVSP/jgg+26666zm266yX744Qc3MqCynrzJC2xpNMCePXsWO8qff/65K/zeoEGD2F0In3vuOVf/KlkNLI1wqPpX1MAq4BOLTUcAAQQQQAABBBBAAAEEECgdgdXLlrrA1eznH95mA84b/ILt0+b40tko1pqxgAJYA8dvyHg5yRbwaJ/qGS/fy3bKtAaWNsTrHvjee++5QNKQIUPsjDPOcCMUVqhQoWhbvXpZrVu3trvuustq165d9JkKwo8dO9auueaa0FEIE21nKqMQho1imDFklhZABlaWIFkMAggggAACCCCAAAIIIIBA9gQ+fmOS6zL4n4XvFlvozrs3t+43jzP9yYRArgSyGcDSNnpZTocccogtXbrURo0aZS1atNhm8xXouu2229xnl156qQt2qTvfli1bbMaMGTZw4ED76quvUgpg/fLLLy4Ypmyv448/3m688UY3iqEmFZNX0Er1tPSZMr/q1q2bK9KMlksAKyM+vowAAggggAACCCCAAAIIIJBNgU0//egCVzPGDLatW7cUW/QR3a6wP1w8JJurZFkIhApkO4ClwJNGEJwzZ44LFgUzrLyNWLFihV177bX28ssvW506dax58+auu+FHH31krVq1MmVa7bnnnrG7EGq5Gr3wlltusYkTJ7qA2P777+9GMlywYIGtXr26aPTBZs2a5W1rIICVt4eGDUMAAQQQQAABBBBAAAEEypfAl/PfsJlPDbFPZ08ttuPVa+3gCrjv2bpj+UJhb0tNINsBrM2bN9vQoUNdxpMKuKveVKJp/fr1Ltg0YcIEmzt3rimwdM4557jAl7oQaoo7CqG3jk2bNtn06dNt0qRJNmvWLBe4at++vZ1yyimm0RBr1KhRatZxVkwAK44S8yCAAAIIIIAAAggggAACCORU4M2Jw1y9q3XfLyu2noM7nmVn3Tg6p+tn4QjkWsALYE2dOtUefvhh22effXK9yjK1fAJYZepwsjMIIIAAAggggAACCCCAQGEJLF+ywAWu5k57KnTDuw0cZS2PLT4aW2HtJVuLgLm6VxdffLEdcMABLgOrWrVqsKQgQAArBSxmRQABBBBAAAEEEEAAAQQQyJ6Aglaqd7VsyYJiC92jRQfXZbBmnXrZWyFLQqCEBVRAvWLFim4UwoceeshGjBjh/uvQoUMJb0nhr44AVuEfQ/YAAQQQQAABBBBAAAEEECgogXWrltlrY4fam8/cG7rdx/W5wzqcfXVB7RMbi0CYwLvvvutqTHnTueeeazfccEPe15vKx6NJACsfjwrbhAACCCCAAAIIIIAAAgiUUQEVaFfW1ZcfvFFsD3dqsrfLumrY7KAyuvfsVnkTWLJkiQ0YMMAWLVpkZ555phuFsG7duuWNISv7SwArK4wsBAEEEEAAAQQQQAABBBBAIJnAls2bXeDq1cdvtS2bfy42a7vT+tsJ/e8GEQEEEAgVKKgAlvqO3nTTTfbee+/ZU089lTBquWXLFps5c6brX6ohIn/++Wdr166dXXDBBXbCCSdY1apVQzEUGdVwllOmTLFPP/3UWrZsad26dbPevXtbvXqp97tOZ3kbN260yZMn28iRI+3NN9+0ypUrW8eOHa1fv36uj6z6zvqnrVu32owZM+yOO+5w+6p5r7vuOjvmmGOKzavvvf76627oTfW5PfbYYzktEEAAAQQQQAABBBBAAIGcC3z1ybv22lND7OM3JhVbV9Xq29vZg562vQ/rkvPtYAUIIFC4AgUTwFLwavjw4TZw4EBr27ZtwgCWhqUcM2aM9e/f39auXWtt2rRxQaB58+a5v+v7+q9mzZrbHDV93rdvX5s9e7YbyrJJkyYuxe/f//63C/Tcf//9ttdee8U+0uksT8GrIUOG2F//+lerVauWtWjRwgXf3nnnHfd3Bam0jdttt13RdijI1aNHDzvssMOse/fu9sorr7j9V4DqrLPO2mZ7f/rpJ7viiitM69H+BA1i7xwzIoAAAggggAACCCCAAAIxBWa/MMIFr1Yv+3exbxx41OmuyyATAgggECVQEAEsBZ4UvBk8eLDbny5duiQMYHkBnQYNGtgDDzxgrVu3dt/54osv7LLLLnMZSMHgzooVK+yiiy6yV1991f72t7+ZiqopSPTjjz/a0KFDbdCgQXbppZe64FL16tWjTC3d5T399NPWp08fO/LII92277bbbqYMqzlz5riA3Lfffuv2W9lkmhSIuuaaa+zDDz+00aNH2y677GJr1qxxfWr1mbK4ateuXbS906ZNc8t/8skn3TqYEEAAAQQQQAABBBBAAIFcCXz/zRf22tgh9u7kR0NXcdq1j9ghx5+Xq9WzXAQQKGMCeR3AUtaVusddf/31psr99evXN2URJcrA8gI6w4YNs2effda6du26zeGaP3++y0rad9997dFHH7UddtjBff7cc8/Zaaed5gJcClL5uxj+8MMPLnikzKZJkya5TKeoKZ3lrVq1ynVVVLZV2HoUfDr99NPt/PPPL9pGBcrOPvtsa9asmQu8ecG1W2+91e3/+PHjXTaZJi1fQbpdd93Vbr/99oTdKKP2jc8RQAABBBBAAAEEEEAAgSiBD1971tW7+vqz94vNuvuB7VzWVa26DaMWw+cIIIBAkUBeB7CUTdW+fXvXfe7iiy+2k046yf2p7KqwGljq7qeATpUqVdznjRo12uZQr1+/3i6//HJX4+rFF1902VmbNm1yNaMUAFKQqHPnzsWahzKWlJV19913uy54yaZ0l6e6XieeeKJ16tTJZV9pn/2TF6zSPowdO9ZlZ6lOl0YxUPDtxhtvLJpdAaxx48bZhAkT7IADDnD/Lg8FrpTlddBBjOjBNQABBBBAAAEEEEAAAQSyL7DhxzUucKUug2HTsb1vsaN7/SX7K2aJCCBQ5gXyOoClrKupU6e64JEyh7yATaIAlrKXVK9KQZ17773XatSoUewAKrijGlOqE6XaUcpM6tWrly1dutQFfJSdFZy8QJoymPyZTmGtI93lKVtK2WEqUq//KlSosM3ivfpVDz/8sM2aNct1I1y5cqXbB2Vg3XXXXVatWjX3nWAG1tdff+32UcE5dTmsVKlSmW/Y7CACCCCAAAIIIIAAAgiUrMDiua+54NWid18ptuIdG+3hsq522btVyW4Ua0MAgTIjkNcBrKByVADrhRdesJNPPtllSaleljKxgpMykXr27Gm33HKLy1rysrY0n5fZlOp6/fOnuzwFxq688sqkWV7B4JsX1Prss88S1sD63e9+Z+pS+cwzz7ig3e67715mGi87ggACCCCAAAIIIIAAAvkh8Mb4u23aozfZL5s2FNugNqf0s5MHDMuPDWUrEECgYAXKVAArGJwKOyrBeaKCYlpGnHm8dcWZN2yeYHAqbNvD5kk0CqGKuiuY561Lhd0vuOCCYpldBdty2XAEEEAAAQQQQAABBBAodYFvv/jQdRf8YPrTxbZlu8pVrcct423fw/9Y6tvJBiCAQOELEMD6rY5Uom6J+R7A0iiFKnSvURqnT59uHTt2tIEDB9rRRx9tmzdvdt0RP/roI3vkkUesXr16Nnv2bFcLa/Lkyfb73//eBgwY4IrDa9RFJgQQQAABBBBAAAEEEEAgrsB7U5+0AtpDLQAAIABJREFUfz55u2m0weC0/xGnuC6DFSvxnBHXk/kQQCC5AAGsAg9gJTu8c+bMcUXthw4d6rKxvFEYVU9Moxnqc9XUUmaXRmAM1t2KOnlUeJ4JAQQQQAABBBBAAAEEypfAT2tW2Kf/fNI+n/VM6I63PuM6a9rmlPKFkod7q0HLmBAoSwJlKoD1yiuvuCLuf/nLX1xQJqxYudeFUBlLmu+bb75xhdA1hY1cqH/3uuE1btzY1ZraYYcdEraBdJenQFLfvn1t+PDhpmLxYZPXhVAjCapQfbLJq4+lP++77z6rWbOmDRo0yFQnTAXj99lnH9u4caMr6q7AVqJ9T7YOAlhl6VLAviCAAAIIIIAAAgggEC3w3wWz7JPpT9rKJfOLzbzjbgdYm3Nutxp1do5eEHPkXIAAVs6JWUEJC5SpAFZ5G4UwWVuZNm2a9enTx5588kk78sgjbc2aNa4GVvXq1e2BBx6wWrVqua/r80svvdQ0f5s2bUq4+bE6BBBAAAEEEEAAAQQQKASBX37eaDOfGmKvPn5L6OZ2Ou+v1vG8GwthV9hGBBAoUIEyFcDyRgDU6INhGUVr1641FTN/9dVX7cUXXzRFpDdt2mTXXXedaRRABXE6d+5c7FB62VF33323G+Ew2ZTu8pTNdOKJJ1qnTp22CTB56/Iyu7T8RKMlevOuWrXKZXE1bNjQhgwZYlWrVrWVK1e6TDONQqh9VSBLk5eRNmvWLGvXrl2BNmM2GwEEEEAAAQQQQAABBHIlsPTjd+y1sUNs4ZsvFltF7fpNrMegp63JfoflavUsFwEEEHACZSqA5XWJGzZsmD377LPWtWvXbQ6zVwNq3333tUcffbSoK+Bzzz1np512mqsD5QV8vC/+8MMP1r9/f1P3xEmTJtlhh0VfmNNZnoJOvXv3NmWRha1HwTUVW1ftquA2BtuyglLXX3+9TZw40Q455BD3MRlYnPEIIIAAAggggAACCCCQqsDbf3/Qpj480DZt+LHYVw878UI79aoHU10k8yOAAAJpCZSpAJYE3nzzTZdppFEFVftJARwVJ//iiy9cgGrKlCk2ZsyYorpX+s6KFStcxpIys5Sd1LNnT5e19OOPP7oC6Kodpc/9mUvJtNNdnmpbqdufuvwpCLfHHnuYRhlUsXUF0ZYuXWqaR58nmr7++mvr1auXHX744W67vdEFNSJhohpYCxYscF0JlbHFhAACCCCAAAIIIIAAAgh8959FNnPsEJvz0uPFMCpUqGg9bp1g+7c/GSgEEECgxATKXADrl19+cYXQBw4caOoyqLpOlStXtnnz5rm/69/1n4qa+6e3337b+vXrZx988IErcN6kSRNbtGiRqVuiCsPff//9ttdee23zHa/7XVhwK53lKWCm4vL6TzWqWrRoYT///LPLytLf9e8q9O4FpYKtRMEuBb5GjRpVVKjdP8/ChQtdBledOnXsnHPOMW3jhAkTXGCue/fuKY9CWGKtlBUhgAACCCCAAAIIIIBAiQl88M/x9upjg+y7rxYVW+d+bU+ws28eZ9tVqVZi28OKEEAAAQmUuQCWdmrLli02c+ZMe+ihh2z69OkuCKT6TipifsIJJ7jsqrBpyZIlLmtLWVoaebBly5bWrVs317WvXr16xb6SLIClmVNdnr6jbpCTJ0+2kSNHumwyBd86duzogmsdOnSwihUrJmy53miJClIp20yZZ8FJgTwFwqZOnWrNmze3AQMGuK6JiYJinCYIIIAAAggggAACCCBQPgTW//C9y7p6/em7Qnf45AH3WZtT+pYPDPYSAQTyTqCgAlh5p8cGIYAAAggggAACCCCAAAJlQODzOa/ajDGD7Yt5M4vtzS57t7KzBz1tOzZsWgb2lF1AAIFCFSCAVahHju1GAAEEEEAAAQQQQAABBLIgMHPsUJs6YmDoko7pNdA69x6UhbWwCAQQQCAzAQJYmfnxbQQQQAABBBBAAAEEEECgIAW+WTTXXhs71D6c8Uyx7a+1487W45YJttsBbQty39hoBBAoewIEsMreMWWPEEAAAQQQQAABBBBAAIGkAu9OecymPHC1bVz/Q7H5DvnD+XbaNSMQRAABBPJKgABWXh0ONgYBBBBAAAEEEEAAAQQQyJ3A6mX/cYXa33l+eOhKzr75aTvwqNNytwEsGYECERgzZoxde+211r9/f7v66qutUqVKxbb8q6++sksuucTmzJnjBke7/fbbbfvtty8238qVK918GnjtiSeesL333ttuvvlme++992z48OHWrFmznKksXrzY+vbta/Xr17f777/fdthhh5ytK9cLJoCVa2GWjwACCCCAAAIIIIAAAgjkgcCCWc/b1BE32IqlnxTbmr1/f5z1uHmcVale/OE7DzadTUCgxAXmz59v5557rh144IF23333We3atYttw+uvv27du3d3/968efOEwShvWfvvv78NGzbMatSoQQArjSNKACsNNL6CAAIIIIAAAggggAACCBSKwKYN613W1T+fvD10k0/s/zdre9qlhbI7bCcCJSKwbNkylzX17bff2iOPPGL77bffNuvdvHmzDR061CZPnmwtW7a05557zkaNGmXHHntsse2bOHGiXX755UmzuXK1U2Rg5UqW5SJQxgQ0DHGFChWtQoUKZhUquD/1d////99n2Znvf8suvi7/Z/bbdv26/l/X7f7n//tv213GDgu7gwACCCCAAAIIlBuBJfNn2auP32qL3/9nsX1usMeB1uOW8bZT473KjQc7ikBcgZ9//tl1CVTwKiww9f3339tll13msql69erl/v/JJ59s119/vVWuXLloNVHLibs96c5HACtdOb6HQDkTUADrkQGdCn6vsx1kK5nl+QKCLjCXTuAwjSDgb4HK0ABhUSDTH6wsHrgM86m+fR2rWXsnq1FnJ/dnzTr13J+Vq1Yv+PbFDiCAAAIIIIBAbgTenHifTb7/ytCFdzj7GjuuT3hGVm62hqUiUHgCyqpSDawrr7zS/efu03+bvG6B5513nvXs2dNlWG3YsMEeeOAB23nnnYvm8wJdyujy6l1pvrAaWPfcc4/L6po0aZI1aNDAHn30UXvppZdMtbbat29v55xzjnXu3NmqVKlSDFN1tsaNG2cTJkwwBa00v4JqWg41sAqv7bHFCJS4QFkJYJU4HCuMLVClWk2r6YJa9dyfNVxwa9sgl//v1WsVbtHG2CjMiAACCCCAQDkXWP7vhfbaU0Ns7rQxxSRq/G5H63nrM9b04CPLuRK7X5oC//1xhf30y4acbsIetZtkvPyFCxfahRdeaK1bty5WoN0r8q6gUbt27VzgSZla+vdDDz20WKDryCOPLFpGVABrwIAB9uKLL5qCUqqtpfnff/99t8xLL73Urrrqqm2CWIsWLbIrrrjC5s6da40bN7amTZvaqlWrbMmSJS47bMaMGS6QRRH3jJsEC0Cg7AoQwCq7x7ZQ96xixUrFsrjCAl4uEPZbplel7f6XAl2o+812I4AAAgggUF4E5r0y1l4YNsB+Wruq2C636tLLzvjLY+WFgv3MYwEFsE6a3C9nW9iwZj174YSHMl7+2rVrXbDoP//5jz300EO2++67u2V6ASgFuJRxpaDRtGnT7Pzzz3eZVQp6eZOXxeX/96gAlr6rjK9+/fq5Lopbt261t956y/3bpk2b3EiGBx10kFvFmjVr7JprrnG1uPzf2bJli/3jH/+wW2+91WVwHXXUUQSwMm4RLACBMiygANarj99itnWru+hs3bolwf9P9pn/O1vNtm75bVnB72z7mX++X9f/v+8l+sw/3zbbXIaPEbsWLVCtZu1iWV3Broz+IFjVGrWiF8ocCCCAAAIIIJBVgXWrlrtC7bOeuTd0uWfdOMYO7nhmVtfJwhBIV6BQAlh6htOogUOGDHHd85RFpUkBIRV4V2F3BaaqVavmuu2pq54yplQ7a/vttzev/pW+68/MigpgHX/88XbXXXdtM/KhVzReIyIqmHbSSSe5bZk1a5b17t3bjjvuOLvtttusVq3/3Ytr+1XDa9CgQQSw0m2sfA8BBApJwAu+BYNn8QJmxYNn/wumJQyY+QJ+uujGCQBmGthLup0W3ObU9uF/259eAFLBx/VrvrMfV39nPxb9ucL9fcvmX/KuMW1XuWqgO+Ov3Rt/zej6rbtjoJ6Xv55A3u0QG4QAAggggECeC3z2r5ftHw9da8u+/LjYlu7Z+hg7e9B4Uz1NJgTyRaBQAljyCsus8v7tzjvvdPWvNK1bt84VcF+wYEFRrSuv/lWwNlZUAOu6665ztbeCk4JXgwcPNv3ZtWtX97H3b/fee6+dfvrpxb7jdYPcbbfdyMDKlxOA7UAAAQTKo8BP61a7QNb6Nb8GtIIBrv/9/Ttbv3qFbfxpXV4y1fhd3dDaXf+r6bVtEKxy1Rp5uR9sFAIIIIAAAiUpsHXLZntt7BCbNvKvoav948VDrX23ASW5SawLgVgChRTA8jKrWrRoYbfccourPaV6V+PHj9+mK592XNlOysjyMqS84FGnTp22GZ0wKoDlD1D5Qb3uiN7nGzdudNlV6lKowu/+2lve91RHS9lilSpVIoAVq3UyEwIIIIBAXgj8smmDL9C14teA129ZXYmCYHmx4YGN8IrXhwa4fKM0eoXtVbCWCYH/z955gMdRXW34bFPvkpvccMWNYhuMKQYMiYEk9N7shBJCSICEn5AQajA1BPIHwh8ghNAMmGYIvZgeqgvuuFcVq3dp2/zPuTOzO1u1s9oys/vd51FW0t5y7ntHxPr0nXNBAARAAAQyicDuDd/Su4/dRJu+eS9kW4NGTaILbltMg0dPzqQtYy8ZRMBMApbqrOKC6FzvimtS8e1+3Di9sKLC/+/Mb775RjiyuBbWtddeS6+++qpwUgULUokSsNR5nnrqqYgCFhdz58Lv3FDEPYN+iLAVEAABEACBUALBLi7t112tigimuL/Y5eVyJvdGmXjOyGK1+m5qDEhlVFIb5ZpegS4vmz30euJ41sYYEAABEAABEEg0ga9ee5SW3PfLsNPOOfu39KPL7070kpgPBBJKwEwCFm+cnVX33nuvqINlt9tpwYIFdPbZZwuRip1NaquvrxduJxa57r//fjGOi6vzK9fLUluiBCytA+ull16i2bNnh5wTBKyEPrqYDARAAARAIJMIOHs6/S6vkNRGOZVRK4KFuyXJCDy0xetDitZr63kpIlhuYYkRwkYMIAACIAACGUyguXYbLX3idlr29hMhu+RLVC647UXimldoIGB0AmYTsFRn1Y033igKtl911VX0+OOP07x58wJQq0XbP/30U1+tKu7PBdm1xdUTJWCp4hqnLWrrcWmD2rx5M1122WU0dOhQOLCM/oOB+EAABEAABIxNgAvRB7u6AovWBwpecvF6l+E2ZXPkxODy4kL2g3wF7S0Wq+H2gYBAAARAAASMSWDNxy/TkvuuEP+fGdwOOPYcOufGp4wZOKICgTAEWMC6+tM7ksrm+ePvT9j8qrNq/PjxYs5ly5b5CrUHL6LWqbr55pvpySefpDPPPFOkHGovLUqkgLVy5UqRsjhz5syQmwv5QqxFixbR7373O9xCmLCnAROBAAiAAAiAgA4CvUrxen8Nr2CRqyHg5sa+7g4ds6euK9fm0gpaoqZXUCqj9mtHHorXp+50sBIIgAAIGINAX1e7KNT+0TPh0wLPuv7fNH3e+cYIFlGAQIYSUAWnr7/+mpxOpxCLbr/9dioqKgrZsVq4vbCwkNasWSPSDo888siAfokUsHiuhQsXCkcY17rimlscl9frpQ8//JCuv/562r17NwSsDH02sS0QAAEQAIEMIyCK1yvF6vsrWq++TyQZjkJOXgHJhev9Li65ppf/a+37KF5vuCNEQCAAAiCgi8DWlR/T6w/8lmq3rAoZN+aAOXT+nxYLVy8aCIBA8gk8/fTTdN1114mFOGXv0ksvDbtoR0cHXXPNNfTGG2/QQQcdJAq/jxgxImkCFk/c0NAgYnvnnXeorKyMpkyZQu3t7UJAmzFjBu3du5fYPYYi7sl/TrACCIAACIAACKScAAtZ/aUyam9udPX1pDzG/haUi9f7Ba7iymFUUjWMSiqrqVh5LakcJj7nmx3RQAAEQAAEjEPg08X305sP/S5sQCdcdicdee7/GCdYRAICWUBg1apVonh7d3c3sZh18MEHh901p+3x7YT33HMPXXjhhULs4jpY2pZIB5Y6L8f14osv0uLFi2nFihU0btw4mj9/Pp1wwgkihZAbBKwseFCxRRAAARAAARDoj4Czp4u6QorWN1C3ckMj1+7Svm+04vVctJ7FLSFy+QQuFryqle/Jn9tzAv8B1h8XvA8CIAACIKCPQN3WNfT2w3+g7796O2RgZfU4umDhCzR07H76JkVvEAABEMgAAhaJ5UE0EAABEAABEACBlBLwej3KbY2RRS5V9FJFMI87/cXr84vLhZAlnFvC0aUIXKqzS3F52ew5KeWJxUAABEAgEwgsf/tJeuGui8Nu5fAzfk0/+dV9mbBN7AEEQAAE4iIAASsubBgEAiAAAiAAAqkn0NvZFsbl1UhdrYFF61WnVzqL13PqopymGJiyGPw9q9WWepBYEQRAAAQMRqC9qZbe/9ct9M0b/wqJjJ2vFy58iSbOmmewqBEOCIAACKSWAASs1PLGaiAAAiAAAiCQMgJuV5/P5dXV0kDtTTXU3lhLHU211N5YQ/wLU4fy6vW4UxaXdqGi8sEhaYpyGiPX5pKdXuzyQgMBEACBTCWw4Ys36KV7LqPOlvqQLe531Ol03q3PZerWsS8QAAEQ0EUAApYuXOgMAiAAAiAAAplJoLNlb6CwFUbkYtErXU0VtSKlLHLdrqKKIekKD+uCAAiAgG4CHpeTPnz6TvrgiYVhx55x3T9p5gkLdM+LASAAAiCQqQQgYGXqyWJfIAACIAACIJAEAlrXluzmkl1d7O5SnV0shqWj8a2LogB9yG2LgYXpC8sGpSM8rAkCIAACPgI7131Fr97/a6rZtCKEyqips+mC216g4oqhIAYCIAACIKAhAAELjwMIgAAIgAAIgEBCCXCBejU1MUTkUsQu/n53e1NC1411Mpvd4btZUZumGOzyKiipiHVK9AMBEACBmAl8ueT/6NW/Xhm2/7xLbqO5F/w+5rnQEQRAAASyiQAErGw6bewVBEAABEAABAxEgGt0ya4txcGlEbe0zi4uXp+OZs/JDXB0FVdWU4lSmN7/eTXlFZWmIzysCQIgYDICjbs30xt//x/imlfBrWzISLrwtpeoeuJ0k+0K4YIACIBA6ghAwEoda6wEAiAAAiAAAiAQBwFXb7coOM81uLQF6EXaokb0cvZ0xjH7wIc48gqCbluUC88HF6PPLSge+GKYAQRAwJQEVi1dTM/+6fywsc8+5Rd08tUPmHJfCBoEQAAEUkkAAlYqaWMtEAABEAABEACBpBHo6+4IuV0xWPRiAczV15O0GKJNnFtQRMK5pdysGFCrS6nbxe/n5BWkJT4sCgIgkHgCPR0t9PYjf6Sv//NoyORWq40uvP1lmnTojxK/MGYEARAAgQwkAAErAw8VWwIBEAABEAABEIhMgH+hDCxGXxP0tVyc3uN2pQUjpySyyBUpZbFYSWO05+SlJT4sCgIgEBuBzcs+oBfuvEgI68FtyuEn0fm3LSYWsdBAAARAAARiIwABKzZO6AUCIAACIAACIJBlBLpaG+XbFdU0xabasMXpJcmbFjL5xRX+mlxVirOLhS/18ypZBOOi9WggAAKpJfDBEwvp/cdvDbvoaf/zDzr4JxenNiCsBgIgAAIZQAACVgYcIrYAAiAAAiAAAiCQPgIdzXWiEL228LwsevmL03OfdLXC0ip/TS5F1JLTGANdXhY4QdJ1RFg3gwjUbF5Jr9x7Oe3e8G3IrobvO5MuXPgilQ4akUE7xlZAAARAIHUEIGCljjVWAgEQAAEQAAEQyFIC7NKKKHJpitN3tTWmjVBR+ZAQR1dAGqPi7EpbgFgYBAxO4Js3/kUv//mysFH+4Kc30bE/vdHgO0B4IAACIGBsAhCwjH0+iA4EQAAEQAAEQCCLCHDdLV/h+aYaRfSSb2DU1u3iOl7pauNmHEPjZ8ylcTOPoZGTZ6UrDKwLAoYh0LZ3F732t6tp3WevhcRUXDmULlz4Mo2cfLBh4kUgIAACIGBWAhCwzHpyiBsEQAAEQAAEQCBrCfBNinyjYrCwFVycnm9mTGbLyS+SxawZxwhBa8g+U5K5HOYGAcMRYNHqmZvOIq/XExIb17nieldoIAACIAACiSEAASsxHDELCIAACIAACIAACBiOQF9Pp6bwfI0ievlrc3GReha9XL3dCYm9uGKILGYJQWsulQ8ZnZB5MQkIGI2Aq6+b3nzoOvry1fAC1YULX6IpR5xktLARDwiAAAiYmgAELFMfH4IHARAAARAAARAAgYET6O1slYvO++pxySJXcN0uj8upa7HK4eMUQWsujZ9xDBWUVuoaj84gYEQC21d/Ts/fdiG17t0VEt6+hxxPFyx8keyOXCOGjphAAARAwNQEIGCZ+vgQPAiAAAiAAAiAAAikjsCejStoy/KltHnZUvHq9bh1LT5s/AE0boYsZrFLy56DX/J1AUTntBP48Kk76d3Hbgobx8m/eYBmn/yLtMeIAEAABEAgUwlAwMrUk8W+QAAEQAAEQAAEQCDJBLau/EQIWVuWLaUda7/Qvdro/Q7ziVljDpijezwGgECqCDTs2EAv3H0J7Vr3VciSw8btT5wyWD5sn1SFg3VAAARAICsJQMDKymPHpkEABEAABEAABEAgsQS4sDwLWZtZ0Fq+lOq2rtG1gNVmp/EzlfpZM+bS8IkzdI1HZxBIFoFlbz1BL959Sdjp517wB5p3yZ+StTTmBQEQAAEQ0BCAgIXHAQRAAARAAARAAARAIOEEOlv2BqQbttTt0LVGflGZrxg8pxxWjZyoazw6g8BACXS1NtAr911Baz95JWQqruc2//ZXaPS0Qwe6DMaDAAiAAAjESAACVoyg0A0EQAAEQAAEQAAEQCB+Ak17tgQIWt3tzbomKx00Qq6fpbi0SqqqdY1HZxDQQ2Dj1+/Sk9efSh536MUFM4+fT2f8/jE906EvCIAACIBAAghAwEoAREwBAiAAAiAAAiAAAiCgj0DNppWyoKXU0PK4XbomGDRqX+HQkgWtuZRXWKprPDqDQDgCkuSl/zzwW/ri5b+HBXT+rc/TtKNOAzwQAAEQAIE0EICAlQboWBIEQAAEQAAEQAAEQCCQwLZVn/pqaO1Y/V/deIbvO1MpCD+Xxs08hqxWm+45MCC7Cez+fhktuvkcaqnbHgJi/MxjRaH2nPzC7IaE3YMACIBAGglAwEojfCwNAiAAAiAAAiAAAiAQSsDt7KXNyz8Ugha7tGq3rNKNaeyBRwlnFru0UKdIN76sG/DRonvonUf+GHbfP/n1fXT46b/OOibYMAiAAAgYjQAELKOdCOIBARAAARAAARAAARAIINDV2hiQbthcu00XIUduvk/M4oLwQ8ftp2s8OmcugZba7fT87Qtox5pQ19/g0ZNp/u0vU+WI8ZkLADsDARAAARMRgIBlosNCqCAAAiAAAiAAAiAAAkQsYLE7S62f1dXWqAtLYVmVXD9rhlw/q6J6rK7x6JwZBJa/+zS9cMfPwm7myHOuoRN+cVdmbBS7AAEQGDABr9dLK1asoFdffZU++ugj2rJli5hzxowZNGfOHDr11FNp/PjxZLFYBrwWz/2LX/yCBg8eTA8++CCVl5cPeM5MmQACVqacJPYBAiAAAiAAAiAAAllKgFMMtYKW29Wni0T50H18xeBZ2CoqH6xrPDqbi0Bfdwe9dM/PafVHL4YEnldYQvPvWEJjDphjrk0hWhAAgaQRaG1tpXvuuYeeeOKJiGsUFRXRVVddRZdccgnl5OQMKBYIWJHxQcAa0KOFwSAAAiAAAiAAAiAAAkYjsH315z5Ba/uqz3SHN2TMNBo/U66fxR85eQW658AAYxLYvGwpPXn9KeTq6wkJ8MAfnEtn3/CkMQNHVCAAAmkh4Ha76S9/+Qv97W9/o6OOOoquvPJKOvDAAykvL48kSSIWt9555x26//77affu3aLfaaedNiAnFgQsCFhpedixKAiAAAiAAAiAAAiAQHoJeNxOYtGCi8Hza+3m73QHNGrKIeJmQyFoTT9a93gMMAaB1x+8hj5/8W9hgznnxqfpgGPPNkagiAIEQMAwBFiUuuKKK6i7u5seeughmjBhQtjYWMRicevggw8WIlZFRUXce4CABQEr7ocHA0EABEAABEAABEAABDKHQHd7k0/Q4rTDppqtujbH9U1UZxa7tEZMOljXeHROPYH6bWvpqRtOp6Y9cs0abRtz4JE0f+HLlFdUmvrAsCIIgIDhCaxcuZLOP/984bqKVo+qqalJCF3c7r77bho9enTA3vbs2UMvvvgivfnmm7RmzRoaMWKEqJ110UUX0eTJkwMcW9EErJaWFnrjjTfo7bffpm+++YY6Ozt9c5177rk0ffp0slqtvrVffvll+vWvfy1EtcLCQvrzn/9MdXV1dPzxx9M111xD1dXVhj8DbYBIITTVcSFYEAABEAABEAABEACBRBJoqdvhr5+1fCl1tuzVNX1uQbFSEH6ucGnxzXVoxiHwyXN/obf+8fuwAf3o8rtpztm/NU6wiAQEsolA8w6ivs7k7njY1AHPrzqw2tra6IEHHqD99tN3iy2nGb711lt06623ihTDcePGCcGJBS8Wsrh21tVXX02XXnop2e12EW8kAWvTpk30m9/8RhST5znGjBkj+m/btk3MzXPddddddMopp/gEMVXAOvHEE8U4LgzvcDhoyJAhom9pqbnEewhYA36kMQEIgAAIgAAIgAAIgECmEKjbusaXbshph+FqJUXba3HlMBo/Q6mfNfMYKhs8MlPQmGr9j9nsAAAgAElEQVQfHU119OyfzqNt330aEnfl8HGiUPvg0ZNMtScECwIZRYAFrFtkASYprWI00S3bBjw118B6+OGH6Y477hCiEbuc2L3EQhQLQf219evX0+WXX04NDQ100003idsKucg7C1vffvstXX/99bRz505RJP7kk0+OKGBxCuMf//hHWrx4sXB4nXXWWb5i8U6nUxSYv+WWW+jYY48VQpsqTKkCFk/817/+lU4//XTh0HK5XDHF39/+Uv0+BKxUE8d6IAACIAACIAACIAACpiGwY80XPkFr23ef6I67asR4X8rhuBlzqaAk/roouhfP0gEr33+Wnl84P+zuDz/jSvrJr/6SpWSwbRAwEAGTCFhMjMUjTh987LHHRMoeN3Y7cb0rLux+yCGHiDTAYEHL4/HQfffdJ4Sj3//+9/TLX/6SbDZbwCF8/PHH9POf/1ykE3KxeBaewjmw+HsLFy4UohWLXcHOqfr6epHCyE6xf/zjH0Jg46YKWHPnzh1wbS4jPD0QsIxwCogBBEAABEAABEAABEDA8AS8Hre/IPzypVSzcYXumKsnHKgIWnNp/IxjyOYY2HXrugPI4AEet4teuONn9N3S50N26cjNpwV3LhHs0UAABAxAwEQCFtNixxSn6f3nP/+hpUuX0hdffBEAkQUjdlqxw4lFJm5qXSwe9+ijjwqRK7h1dHSIWlRcz4pdVPvvv3/EFMJop8a1sX71q1/R3r17wwpYCxYsoJtvvplyc3MNcPjxhwABK352GAkCIAACIAACIAACIJDFBHo6Wmjz8qW+GlpNuzfrprHP/kcQO7NYzOLP0eIjsHXlx/TEH04hZ09oTZ39jj6Dzrvl2fgmxigQAIHkEDCZgBUMobe3lzZu3EifffaZKMzO9aW4sVB0ww03UEFBQUxCFKfy3X777ULgevzxx2nevHkxjeP1WfzaunUrrVq1itjJxSLYqFGjwgpY1157rai1ZfYGAcvsJ4j4QQAEQAAEQAAEQAAEDEGgtX5nQP2sjuZ6XXHZ7Dk0bqYsZrFTiN1aaP0TePOh39Gni+8P2/HMP/yLZhx3Yf+ToAcIgEBqCZhcwNLC8nq9Qsi67bbbRD0rvvHvuOOOi0mI4nk4xZBvB+TaVaeddlrEcZzKyDcZch0sVTBT4+DbBPl9fg2XQggBK7WPN1YDARAAARAAARAAARAAAVMRqN+2NkDQcvZ264o/v7hcFrNmsqA1l6pGTNA1PtM7N+7eJFxXjbs2hmx19LRDaf7tr1BBaWWmY8D+QMCcBEwgYLEgdO+999Irr7wi6l/NmDEjKuunn36arrvuOlLFoki3CWon0Tqwnn32WTryyCPDClgcC9fA4jRDTlc84ogjxI2I48ePp7Fjx4opr7zyyogphBCwzPljgqhBAARAAARAAARAAARAIC0Edq77ypduuHXFR7pj4BsN2ZmlurT4xsNsbZ8t/iu98dC1Ybd/3KUL6ejzr8tWNNg3CJiDgAkELC7CrjqjuH7UpZdeShaLJSJftWC6KhY1NzcLUWn79u0Ra2Bx0XWugbVs2bKoNbDeffdd+tnPfiacXXwL4aBBgwLiUOtt8SscWOb4EUCUIAACIAACIAACIAACIGAKApLXG1A/a8/3y3THPXj0ZOHMYocWO7VyC4p1z2G2AT0drfT0TWdSOAGwbMgoWnDnqzR07DSzbQvxgkD2EWAB6+GfJHfff1g94Pk5NfDiiy+mCRMm0B133CGKrIdr7JC65ZZb6JlnnvGlAuq5hZBvNOTUw4qKirAOLDXNMJKTSr3NEDWwBnzkmAAEQAAEQAAEQAAEQAAEQCAagd7OtgBBK1xaXH8ER0w6SDi05LTDuWSxWPsbYqr3Vy1dTM/+6fywMR96yuV00tV/M9V+ECwIgIDxCWhT98rKysRNf1ynih1QVquVuJg6F1Hn1L4lS5bQCSecIBxSlZVy+vL69evF7YQNDQ1000030amnnipuKeRbDb/99lu6/vrrRd2se+65h04++WQxJlzqoeruOvroo+muu+6ikSNHir5ut5s+//xzkV64bt06mjJlChxYxn+sECEIgAAIgAAIgAAIgAAIZA6BtobdtHnZUl8NrY6mWt2bGzv9aKUg/FwaNXW27vFGGvD87Qto5XuLQkKy2uy04M4lNHHWcUYKF7GAAAhkEIHW1lYhMLFIFa394Ac/EC6sMWPG+LqxUPXWW2/RrbfeSrt37xb1q0aMGEGc6rdmzRoqKioStwNyeqLdbo8oYLEAxvW13nnnHTFm6tSpQgjbtm2bmPecc86hnp4e+uCDD4hraan1uoLTGs1+LLiF0OwniPhBAARAAARAAARAAAQynsDeHet99bO2LFtKfT2duvbsyCvwiVns0jJLmt32VZ+JQu29XW0h+51yxEl04cKXdHFAZxAAARCIhwDfNLhx40Z67bXX6NNPP6Xly5eLaViMOvTQQ4Ura/bs2UJUCtd27dolhCUWmFi44nHz5s2jc889lyZPnhxQWytS8XcWvXgOvoWQ+/Acc+bMEXNMnz6dFi1aJEQubb0uCFjxnDbGgAAIgAAIgAAIgAAIgAAIJIzArvVf+wWt5R/qnreofLBcP0tJOSwfto/uOZI94K2H/0CfPHtv2GVOu/ZhOvjHFyU7BMwPAiAAAiBgIAJwYBnoMBAKCIAACIAACIAACIAACOgnIAWkG+7e8K3uKSqGjfEVg2dhq7As8IYr3RMOYEBzzVbhumLXWXDjOl8L7lhCRRVDBrAChoIACIAACJiRAAQsM54aYgYBEAABEAABEAABEACBCAT6ujsCBK2GnRt0sxo6dj9F0JJdWo7cfN1zxDPg85ceoNcf+G3YoT/42c107IIb4pkWY0AABEAABDKAAASsDDhEbAEEQAAEQAAEQAAEQAAEIhFob6wJELTaG/fohjVq6qE0fqYsZo098Cjd4/sb4OrroSevP5U2L/sgpGtJ5TCaf+cSGj5xRn/T4H0QAAEQAIEMJgABK4MPF1sDARAAARAAARAAARAAgWACDTu/p83Ll/pqaPV1teuCZLHaaLxSP2vczGNoxL4zdY0P7rz6o5do0S3nhJ1j1k8uoVP/5/8GND8GgwAIgAAIZAYBCFiZcY7YBQiAAAiAAAiAAAiAAAjERYBrZm1ZvtTn0uJr3/W0vMIS4cwSBeFnzqVBoybFPPyFOy+i5e88Fbb//DteocmH/STmudARBEAABEAgswlAwMrs88XuQAAEQAAEQAAEQAAEQEAXgS3LP/QJWnzbod5WUlWt3G44V9TRKh00ImSKHWu+oCevP4W625tD3tt39gmiULvFatW7NPqDAAiAAAhkMAEIWBl8uNgaCIAACIAACIAACIAACAyEgLOnMyDdcO/20JsB+5u/auREf8rhjGPok+fupY+euTvssFN+8yAdcvJl/U2J90EABEAABLKQAASsLDx0bBkEQAAEQAAEQAAEQAAE4iHQ0VQbIGi17d0dzzQhY4aNP0C4rkoHh7q1ErIAJgEBEAABEDA9AQhYpj9CbAAEQAAEQAAEQAAEQAAE0kOgcdemAEGrt7NVdyBzL/wDzbv4T7rHYQAIgAAIgEB2EYCAlV3njd2CAAiAAAiAAAiAAAiAQNII7Pl+uSxoKbccer2eiGsVllbRgjuX0MgphyQtHkwMAiAAAiCQOQQgYGXOWWInIAACIAACIAACIAACIGAoAltXfkxbli0VotbOtV/6Ypt5/AI64/f/NFSsCAYEQAAEQMDYBCBgGft8EB0IgAAIgAAIgAAIgAAIZAQBV2+3ELI8bhdNO/LUjNgTNgECIAACIJA6AhCwUscaK4EACIAACIAACIAACIAACIAACIAACIAACMRBAAJWHNAwBARAAARAAARMQ8BZR97aJ0lq/ZwshVPJUjSVqHCa/Gqxm2YbCBQEQAAEQAAEQAAEQCC7CUDAyu7zx+5BAARAAAQylIBU/5wsXDW9F3GHloJ9iYpkMYvFLfF5wcQMJYJtgQAIgAAIgAAIgAAImJkABCwznx5iBwEQAAEQAAENAantvyTVPiWEK/I642NjcQS4tGRxaxpR3sj45sMoEAABEAABEAABEAABEEgAAQhYCYCIKUAABEAABEAgbQT6dpO39imS2G3VvTl5YdhLlBTEaURKKqKlaBqRoyp5a2JmEAABEAABEAABEAABEFAIQMDCowACIAACIAACJiQg1T0jpwg2L40efc4Qsg5bQJayw0nqWktS5xoi9VXyDHznOUOUFMRpREoqohC2bIUDnxszgAAIgAAIgAAIgAAIgAAELDwDIAACIAACIGAuAlLrp8Jp5a19mkhyRw3eMuQssg6bT5bK4yL2k7o2EHWtIamTha218ufdmxICxZK/j+LUmqbU11JSES3WhMyPSUAABEAABEAABEAABLKLABxY2XXe2C0IgAAIgIDZCPTukJ1W/NGzPbpoVXoIWYbNF8IVWfPi26nXSVLXGiIhaq3xu7b69sQ3X9AoS+Fkxaml3ITI6YgFExIyNyYBARAAARAAARAAARDIXAIQsDL3bLEzEAABEAAB0xKQFNHqKZJaPo6+C5EiOF8IV5bCScnbsbtVFrRUpxYLXCx0uVoGvqY1N8ClJQrHF00lyh0x8LkxAwiAAAiAAAiAAAiAQEYQgICVEceITYAACGQigQ6Xm1qcLmp1uag6P4+qcnMycZvYk4aA1PKhXJC97hkiyRuVTSwpgimB21fjc2qR1rHl7Rv48vYypb7WVKIiORVRCFuOyoHPjRlAAARAAARAAARAAARMRQAClqmOC8GCAAiYmYAkEbW4nNTqdMnClOaVRarg73l4gKblWq1UXZBHw/PzaHhBvhC1hhfkiddKiFumfTSkni0k1T4lhCvq3RldtCqZRZZqNUUw39B7FjciqvW11JTErvWJiTl3mF/MKpRTEVncIltBYubHLCAAAiAAAiAAAiAAAoYjAAHLcEeCgEAABMxEwOn1hgpSrkBxShWm2lyupG0tz2al6vx8IWixwKUKXdUF+VSR40jaupg4TgKSS3ZacV2r1s+jT5KqFME4t6JrmOQRNbWEU0tJQRQpib07dE0TqbMlf2zgTYiqY4ssCZkfk4AACIAACIAACIAACKSPAASs9LHHyiAAAgYl0O32+FL3VPFJdkv53VMsRrU63dTpjn4TnBG2mG+zaQStQAdXOcStlB6R1Py+XNuq7tl+17UMOVO5RfD4fvuavoOnM3x9LWdDQrYm3FlKXS1L4TT58/xxCZkbk4AACIAACIAACIAACKSGAASs1HDGKiAAAmkmIAtO/jQ93+dK6l6b00VtLrfo0+PxpDlaeflih51YYCrLcVBNdy819jkTHldBgLiVr6QnymmJvC7awAlI3RuF08pb+wxR3+6oE1o4RZBvEazmWwSNnSI4cDIxzODcG76+lqcrhsH9dLHmkUWpqyWLW3KNLcqtHvjcmAEEQAAEQAAEQAAEQCDhBCBgJRwpJgQBEEgFAa4PFa2GFAtWqijFr33e6AWxUxEzr8GClCpKlefkCJGozKH9nixYcR+bJTDtqc/jpT09vVTT3SNe93T3Uo3y2uxMvLhVaLcpdbYC621xmmKpA+JW1GfG2+u/RbDty+iPV85gzS2Ck1P1KJp6Halne2h9rc41RBRYNy6uTTrKiV1aoli8SEFUhC1HeVzTYRAIgAAIgAAIgEDmEGhsbKS3336b3nvvPfr222+ptbWVRowYQdOnT6ezzjqLDjvsMMrLywu7Ya/XS59//jn19PTQvHnzfH22bNlCv/jFL2jw4MH04IMPUnk5/s0R6YmBgJU5P0vYCQiYngALNC2KUyrYLcVFzoNFKXdQkfN0ALBaLKLGFItRfmHKL0IJMcohf51MRxO7xtil5Re2eoTAxV8zy0S3Irs9JC2R621x/a0Shz3Ry5lmPqnpbbm2Vf3ifmPOqhTBfmkkpoPUtU6ur9W1Vji3iOts9WxJzOS51YGOLVXksob/R2piFsUsIAACIAACIAACRiDgdDpp0aJF9Oc//1mIVkVFRTR16lQhVjU1NdGaNfyHNKIDDzyQrr/+eiFkWYL+GP3aa6/R5ZdfTg888ACddtppELDiONiMErBYzTziiCNiwnDZZZfR/fffT/n5corGqlWr6IwzzqBNmzZFHP/ZZ5/R4YcfHtP83Gn79u3i4XzjjTfo+++/96myF198MQ0aNCjsPH19ffT666/TP//5T6HOOhwOOvbYY8WDftRRR5HVag0YJ0kSffjhh3THHXfQBx98IPr+/ve/p2OOOSakLw/85JNPaP78+fTII48EqL4xbwodQUAnAa4RxQJKsFuqzekmvyjl9olTCfBP6IwwtLvDyqJUDlXkKqJUGIeU6pJiIcfojWt6ycJWj8+xJTu5egX3RLfiEHEr3yd2cVpkpjWpa72cIli3iKivJur2LCUHyymCwxYQ2ZAimJJnwdsjF4xnQUsRtkQh+b7ahCwvammxS0u9CVE4tqYkZG5MAgIgAAIgAAIgkH4CbrebHn74YfE797hx4+iqq66iE044gQoK/Lcf7927V/wO/8QTT5Ddbhd9TzrppAAR6+WXX6Zf//rXELAGcKRZK2D97ne/o9tuu41ycnIEPlZDTz755Kgo9QhYK1euFDbAr776ivbdd18aOXKkEMd27NghhCO2Bk6YMCFgPRav7rnnHrrpppuouLhYqLcul4u+/PJL8TX/EPCc/AOhNha5zj//fJo1axade+65wsr49NNPC4HqnHPOCZifrYq/+c1viNfh9QsLCwfw6GBoNhPwCVIat5TsjpKFKH6f60nx5x0uYxQ5z7VZqVKIUmHcUkECVZ7NljXHywJjoHNLFrpY4ErG2bE7i+trDS8ITUs0gxjoezA8XUqK4NMktX8d/XlBiqAxf55cTcpNiMqtiKpry92WgHgtSgqiImyJdMRpZMkfk4C5MQUIgAAIgAAIgEAqCbz66qvE+gH//s4mmODf49VY2FyyZMkSYSgZNmwY/d///R9NnuwvDwEBa+CnllECVn84Pv74Y1qwYIEQhlhBHTJkiG8IP4i//e1viR9OVkoH0hoaGogdXu+//754wHlNFp26urqE5fDWW2+lX/3qV0KsUh1gvN5zzz1HP//5z+nII4+kv//97zR69GjiHwLOrWWltq6ujp555hmfC4yFKP5BWr16NT311FM0fPhwamtroyuuuEKIVKwAl5aW+rby7rvvivmffPJJsQYaCKgEOBUvOGVPCFIRRCl29BihFdhtwilVmesQr+FT+HJECp/dGlhPygjxGz0GFrAiObeScfsii1ssbHEaYnWBfFui/JpPXI/LCE1qfEMWrva+3G84liFnCKeVpTILbhHsl4aJOvTuJqlrjSJuKWmI7N6SEuBWtBWIQvFcV0uur6V8njPURIAQKgiAAAjEScDrJPJ0kOTuEK+keZXE1+3y95X35O8F9lXHsqPZNuP9OAPBMBCInQA7q6688kpasWKFMIlwVlS0xm6tv/zlL/S3v/2NOPPqhhtuEDoA//7/0UcfBQy99tpr6eqrryZtDaz77rtP/P7Pv7OzgYbrax199NFiPJtighvX1WLDCzu/uD+nNx566KFC0+AMM61LjMeqIhrHx4YW1idYZzj++OPpmmuuoepqY19mkzUCFrufLrzwQnE4L774Ih100EG+s+/t7RWHxe4lfm///feP/YkO05MfitNPP1086CxS5ebm+nq1t7cLMYrXYnWWnVPcWlpaxAPOD5/2++pAFp/4AfzZz37mm5OFsvPOO0/YGLXpkOwse+mll+j5558X7i91fhbVRo0aRbfffntATAPaLAYblkCvx0MtSuqeerueLEq5leLmsmNKTePj+lNGaJxiJqfvOXyOKS5yXhZGoIIklb4T42dJW0ReW1w+GQInF43n4vGB4pYsdrGQmcwmda5WUgSfI3LWRV3KnyI4n8jmt5UnMz7MnRoCfJtkSH2t7u8Ts7ijUklBnEbiRkRV5LL7/wiVmIUwCwiAAAjoIODtEQJSNCEpogglhKdOZWwnEc+VwGYpPwoCVgJ5pmOqvb19Sb/5e3ThwP8txiV4ONOJUwZZmNIaRCJxW79+PV166aXCrPKPf/yDqqqqaOHChaJsEdfKmjZtGlVWVtIPfvADuuiii3wCFs+3zz770Jtvvin6cDH3bdu20e7du8Xv/JxFpdUquru7RToii1HcZsyYIUQpdQyLbfy7/5gxfge4KmCdeOKJQpTjwvFctojNPXfddVdM+0vH86KumRUCFqfOsVOJD5xV00suuSQgF5XFIxa3WBllh9NAVEcu7saWQRaUWHT64Q9/GHK+rKayK4vVVU7p47Zs2TLih4gfYnZfccqgtqliFT+kXDyO3VlcV+vss88WYtmNN97o684C1rPPPkuLFy8WDz433hc/vOzyGqhAl84HNtvXZkeMEJyUFD05VS+yKOX2GqGiFIni5VzonGtKqY4p9QY+4ZpSUvgysT5SNj6zLJzKtyPKqYjaFEUWVhPd+PnSurVY6JLTFPMoP950UHeb7LSqW0RS+7fRQ84ZpNwiuIAshbhFMNHna+j5JJdwapHq2FIKyFPvrsSEnTvC59JiUUsWt6YRWeXyB2ggAAIgEEDA06UITu1+51IMbiZydyrOp07FHcWCU6+h4ULAMvTxxBQcC1gX/nd5TH3j6TQ4L5eeOmxGPEMDxrBAxMIOZ2vxR3Bh9nALdHR0CIMM18Lm38vV7Kf+UgjXrVtHU6ZMEWLXwQcfLGpad3Z2it/jWUNgUeyPf/yjEJw4U+uxxx6jm2++WdTBZg2ANQJurBlwf9Yk2FnF86n6ghoD9/vrX/8qtAReh0sX8bxGb1khYKnuJT48Th0MvpZyw4YN4srLQw45RFj4/vd//1c4mLhxXSwu0saiTywPqyqG7dy5UwhIkyZNCnkG1GLz2kLy7JbimlX8APJH8Fpq/SqOX63FxbcdcP0rVmNZDVav6wx2YO3Zs0cIdCymsZBni/cXOqM/zSaMj+Ulnwil1o1i11QkUcrpSsQl8QkhVSnEKL8opTqm1OLm6q17BXjeEsI7UyZpdjoDnVvdvVTTI9+Y2OdNvAuQBVJtvS2tgytcrTOp4TX5FsGGJf0itww+g6zV88lSeUK/fdEhywi42wJTEBWBi1xNCQFhKZigpCDKNbZEOiLE04SwxSQgkDoCkk9kCp9SpxWhOhVhShGaVMHJrTicPCw49aUudAOsBAHLAIcwwBDMIGBxWR4u/8PpeawRcEZULI0zvG655RZR5kd742AsAtajjz5KP/rRjwKWUR1dY8eOFfOxC4xdWVw6iMWqhx56KKQulxrDK6+8IoQu9bI7NYa5c+cK51ZFRUUsWzJMn4wXsNTUPK5HxemBXEA9uLEtkO1106dPFw8A54nyLYFccJ1dTqxWamtZRTs9HsNpfdxUp1Rwf9U5NXToUOGMYvugWoNL68oKHsfCFBd45yLtLFypotbGjRsj1sAqKSkRD+YLL7wgxrElES11BJY3t/lu12vVpu5pPm83SJFzm8UiHFKVPlFKI06xSyqHi5/LrzlBt2GmjihWymQCjX1Oxa0lC1qyi6tXuLhcSRC3+HkXgpa9i6pdK2lY5ztU7V5H1bSbcin8X54tJQeRZdgC4bhCimAmP41J2ltfLfENiP4bEZXPE5FaY7GJ1EPVpSWELXZs5eH/95N0mpg22whI7oi1meQUO7+LyZd2x8KSkkon137S9OF6UNnULHYiWxGRvZgs/GorlL9WPix2/+fqe6JfwPflcb7vW3Gbr5kfITMIWJGEqP64a8epda54TH8CFtfN5sLvwb+z19fXC7GKSxNxVhkbctTURq0rKzguvqju8ssvFxliXMZIGwNnhLFxRlvuqL99GeH9jBew1HpUP/3pTyPevMeuJr7djy13nL7H+a1so+MCbDyeXUucGsgC0DHHHBP13MKJU7EIWMHiVLhFwvWJdAshq73sHlPj4Qc+OHXSCA9gpsfwYX0j3bV2U9q2yUITO6PktL1QxxQLUlzgnEUpqwUVpdJ2UFi4XwINvX1KQXmtsNUjBC++hCDRrZIahZAlPmytNLx8Ig0fdgyNqJwKATfRsDEfST1bQ+trda1NDBlbkVJfiwWtaUp9ralEOf6LbBKzEGYBAYMR8BUMVwqDh0uT0whPUpDYxIKUEKbU7yfiIgeDIYoajhCcioWAZOHXIDFJFqFUgUkWo3zf0/S1aIUqq78usJlQINbkEMgWAUuPA4vrUakClZY6m3K4iDs39X3WJq677jqRjcWF3sM1TmVcvny5yMZiRxhnbKkimlZYS84JJ2fWjBawtO4rts5xbmhw46r97H7i3FTOaeUCbdr0Pc4t5dv8+Pa+aCKYOm+qBSyO78MPP6Q77riDPvjgA7HH66+/ntgS6PF4hKrKheLYisiusq+++krk0L7++uu+lEm2QrLaq7dx3S606AS2uSV6tCsBN1dplsmxEJVYLFRsJSoWrxYq5u8pr/y9QquFCqFH4fHMEgItXomaxAdRI7961K8lSnxSIlGp1UKV4oPEa5X6tc1C+v9LmiWHhG3GQUCiPM9WyvNsoXzvFt/nOd6aOOYKHeK2lFOvbSz12sbJr1b51WMpTMj8mAQE9BKwSn1kpW6ySt1kk+RX8bnyvYDvk7+Pr6/me9zXQomvuah3T6nsL5GdvJYC8lgKyGvJJy+pn/PX8oeH8pXP5dfAr9Ux/j48J5q5CcycOdOwGzCDgMXwUlkDS4+AxfWr+AbBWBoErFgoGaAPu5PYTcWF0TnvM7j2VawhqqIUizxcBH38+PERh6ZawIq2B75+k9MZ+cFmNxbfesB1tvgmQr7NkN9n9xk7u/jGxFhqfGnXg4DV/xPU4JXo/o7+Baw8nygli1GBopQsVhVZLMT90EAABGIn0OyVqNO9k7qc31Orp4PqaBDV0HCqoREkUaecGf4AACAASURBVOJ/oFjckgUtWdxSP6psFkruXYmxM0FPcxOwSj2U55WFLSFuKSKXXWpOyMac1qEBgpYqcGXnL7JesojKk16ySCyHK58Ladz/nvx+4Hvc16L2Cxnrf48kzRqif7T3At9X15RjCR6rWV95z9dP0qyh2YeYQ4nVF7uy5/Bjg9aIOm8gH1Ws0gpV2S04qQKTRmxSRCevIjp5WJTi7wV8LYtOQrCyFJBE1oT8dwCTZA4BCFgDL+KeiFsI2SXFrb8UQj0CFhtU2FWlTQ+M5cmFAysWSmnow+4jLrjG4ky0ulKxhKYWS6+rqyMutr7vvvtGHFZTUyPqU3GLdKOhKnKx1Y9T/VhYU9MY+ZpNLu4erqkphCyi8e2D0ZpaH4tfWTXm6zSZB+fBqnvgonScHsnC1kBvX4yFYzb24VsD71y7yZfGpxY6l2/jk2tM5aKeVDY+Gthzsgk498rF2OufI6ljZdjVVCGrxjaJagvnUo1tItX02UXtrWQ0vg1HW0S+uiDf97UdKbzJQJ5dczobguprrZFvSOQUqAQ0S8G+Sn2tqUK8kYWOoFeJHS/h3vOI/sITGTBO/n7Yudg9E/Y95fsxziVpYwqJWRNvuLgSwA1TZBABi0PUb5JT5eTUOpFi56vrFPQ97hdSv0lJs7Mr9Z+S8IeUDCKOrWQ4AbM4sPbu3SvMHitWrBC1pY877rioJ8NliLgs0T333EMXX3wx3XDDDZSTI98enEgBiy+qY1OK1l0VyyMDASsWSmno09jYKA5zy5Ytong73yIYqXEaIeeHcrF2rn0V3BoaGoSTiV/7E7BSeQthNKz8QHPaI1+fydd2trW1iRpY+fn54gdKvUaT3+d8Wu4/e/bsNJwUlgQBEACBxBGQ6l8gb90ikhpf73dSy+DTRTF2S1XgTS/sE9jT3RNQRJ5rbe3p6aG6nuTc8jSExa2CPKrOzwu4NZG/5gsW0EAgbgK9O3w3IgpBq3MtSV1riISwgwYCGUzAmqMUCC9WhCS/2BQqQvVX64kFJ6TXZvDTgq2lgQALWDd8tyGpKz9yyAEJmf/VV18Vxo8JEybQvffeS5MmTQo7L5f3WbJkiXBFDRs2TBRknzx5sq9vIgWsnTt30i9/+Uvq7OwMWYcXZEMP307IpYPOPPNMuuiii4TWAQErIY9E4ifh9LYTTzyRDj/8cFHDiq+aDNfUWwNZwFq8eHHYh5EdSlwniq1/7JiqqqqKGDAXe+cHlutqsSj0wx/+MKSv6rbSOsPUeDndUSswqYNVZxfPH+l2Q7Uvi2js4uIfGlZ++WYB1UXGNxpwbCxkcWPn1QUXXECfffaZYIUGAiAAAmYjILV9RVLd0+StX0zkip5GJd8iOF+5RVD/LyMeSQoStnp8xeX5H2LJaEPz2bmVT9UFebJjS4hc8isuX0gG8eyYU+raQNQlu7R8tyJ2p+/Skeygjl1GJSAEJ8XhpDid1CLi/CrfPKeIUMIBpd5mF+h88rmerHkADgIgAAIJIcCuKv4dnutOsyZw1VVX0Y9//GNRFF1tbKBhswu7tLjddddddMoppwSU6VHFI669zR9qCR823fClcnpSCFmgeuSRR2jhwoV01FFH0R/+8AeaNm2amJPjfeutt8R73LjfAQfIYh4ErIQ8EomfRBVmuIg5f0Sq79TV1SUcSP/+97/FwQbf1MeHzw/fjTfeKD54LpsteiUT9eZDthqqApK6w/b2dnGF5XvvvSfU2VmzZom31ILzX375ZcD31XEshrGIxjbB4DmD6fHe//jHPwrn2UEHHSTehgMr8c8YZgQBEEgjgb5a8tY+SVL9YpI6V0UPxFElO62q54sb2JLV3F5JuLT2dPtvSuR0RHZzNfQl57r0YRpBy5+eKItd8G0l66QzeF5vn0hDpE5F2FIELurbk8GbjrI1C7vybUTi1Rr4Gu49pZ8lynvyXEFz+ubnf1+GW4e/F/09SyzxqX307ivCOLHPeGNncUmk2GkEKRaw0EAABEDAoARYF+CL4bjuVGtrKxUVFdHUqVOFiMVmEb44jduBBx4oLlU77LDDQjSIb775RphHuPFYNq+w8WT79u26BSyeo7u7m+6++25h2OE2Y8YMkWm1e/dukYlWVlYmRLeTTjrJFwsELAM+YGzd43pP/MHXS6o1qSKFqopDFRUVwv3Ehd/ZXsc1oljUYjFoypQpwn3FtsH+Gqca8oP4/vvvC7cTP6TsgmKxjAuqc1z8vtYJxXNybStO++OUP1Zux44dS7wXLrbOohfbBLkPvx+p7dmzR6ROHnrooWId9XZBtSZYuBpY69atE6mG7NhCAwEQAAEjE5DqniUv17VqfLPfMCOlCPY7MAkdnF4vyWmILGixwCULXfx1U5LELXZoqa6t4QX5wrGVa5PT5LXilv9zi/x9zZth+1m4i3aUH5jvu6KPf7JgMU27TqR+oX3k+ULmihivJsaoe5KDDRujsjU5Fm2k8hshfJSgo86lgRT+HHxLhRAMmDco5hCOSudYzjpyvBZ52+4WuZ5W5xoiV6NfZAkRdjQiS8B7smDjE1nCvOcTbgb8XqDQMyCRJQn/LcCUIAACIAAC5ibAxpM33nhDGFL493QWs9iVxQXz2XF1yCGHBDiztLtlEYx/n2eNgQUmNqjcfvvtVF9fH5eAxXPznGyCYa2Cs6rUeI499liRNjhy5MgA4BCwDPj8qQXM2eYXS2ocHzoXT2ellFMJp0+fTpWVlbRp0ybiFEO223H+KotC2qa6vMKJUV988QVdfvnl9N1334mi7/zgqPPNmzePHnzwwRAxjAUuVkj5g5VTVm9dLpd4IPlr/j5bC1VRKhg9i10sfD3++ONha3WtX79eOLhYiZ0/fz5xjJw2yULaueeeq/sWQgMePUICARDIQAJS6+ck1S2SUwTdrVF3aCmZqUkRLDIFjT6PVxG2gutu9VCzs/9bTE2xSQSZUQRmVZbRwZXldHBlGbELEA0EQAAEQAAEQAAEUkHAIrHqkWFNLaS+cePGfgu4q1tnDFzrim/sY+cUC1csZJ111lni9oBBgwaFUIomYHFntgLyfKzQ8s2D/c3HY9j1xYXW2Ab4+eefk8PhIFZPWQzj3NZwRebVwNTbDVmk4vTFcGmTK1euFELY22+/LVxlV199tVB+I4liGfZoYDsgAAJmIdC7i7x1TyspgrIlO2JTUwQ5TbAoeSmC6UDX4/EEpCRyiqLq5GqFuJWOI8GaQQRGFuQLIWtWVTlNLw9fbxTQQAAEQAAEQAAEQCARBDJSwEoEGMwBAiAAAiCQegJSLRdjf56kprf7Xdwy+DTlFsEf99s3Ezt0uT1KQXm5kLwqbNV091Cby52JW8aeDE7AbrXQLMWZxa9VuahpZPAjQ3ggAAIgAAIgYCoCELBMdVwIFgRAAAQyj4DU8glJ9VzbilME26Nu0Iwpguk4sU63O8S51djrLySvtV77P5dI68kO34dEbUa1BVu4fV9LRBKF7ye+q7wlv2j/V55Z20fTXbwTEJfmi8B4NWtH6CPP6w8k4n5FxwgxKiD88fbTLyCWCHxC4g3TT/D1txCOAXw1TBW6kflq5438PMT6TI8pKvAJWvuVlcQ6DP1AAARAAARAAARAICwBCFh4MEAABEAABFJOQOrZTlLdM3KKYNe66Os7KmWnlUgRnJbyWLEgCICAn8A3Ta30dVML8WttT2/MaPJtNjnVUHFoleU4Yh6LjiAAAiAAAiAAAiDABCBg4TkAARAAARBIDQHJS966p2TRqundftfM9hTBfgGhAwikmcCu7h4hZLGgtaK5TVc0E0uKfILWpBJzXLiga4PoDAIgAAIgAAIgkHACELASjhQTggAIgAAIaAlIzUtJqn9eThH0dEaFYymeQZbq+WQdtoDIhl9q8SSBgFkIuCWJvm6UnVnfNLVQQ58/ZbW/PRQ77AG1swrttv6G4H0QAAEQAAEQAIEsJAABKwsPHVsGARAAgWQTkHq2kFS3SEkR3BB9OaQIJvs4MD8IpJzAts5uIWR93dRKq1uj17YLDm5KabFP0BpfXJjy2LEgCIAACIAACICAMQlAwDLmuSAqEAABEDAfAclF3tqnZdGq+f1+47cMPlU4rSxV2XmLYL+A0AEEMoRAr8cjhCw13bDV6Yp5ZxU5Djq4spxmVZWJ11yrNeax6AgCIAACIAACIJBZBCBgZdZ5YjcgAAIgkHICUvN7QrSSUwS7o64vUgSHzSdr9XwiW3HKY8WCIAAC6SewqaPL585a39ahK6ADyktkQauyjEYXFugai84gAAIgAAIgAALmJgABy9znh+hBAARAIC0EpO7vSap7TnZbdW+MHoOjQrlFcAFuEUzLaWFREDAugU63W3ZnNcrphvx1rG1wXq4QslRBy2qxxDoU/UAABEAABEAABExIAAKWCQ8NIYMACIBAWgh4e8ir1rVqXtpvCHKK4HyyVP2k377oAAIgAAJMgB1ZcrphC7FTS0+bWVHmE7SGF+TpGYq+IAACIAACIAACJiAAAcsEh4QQQQAEQCCdBKSmd/wpgt7eqKFYiqeTZdgCIVyRHSmC6Tw3rA0CZifAtbK+bpJvNmRRi2tpxdpYwFKdWSxsoYEACIAACIAACJifAAQs858hdgACIAACCScgda0jqf55JUVwc/T5fSmC88lStF/CY8GEIAACIMAE+DZD1Z3FtxzG2ji1UJtqyKmHaCAAAiAAAiAAAuYjAAHLfGeGiEEABEAgOQQ8neSte1YWrVo+6ncNy6BTyFrNtwgiRbBfWOgAAiCQUAINfU6RZijcWY0t5JakmOfn4u+qoMVF4dFAAARAAARAAATMQQACljnOCVGCAAiAQNIISE1viRsEWbgirzPqOnKK4HwlRRC/+CXtUDAxCICALgIrmtt86Ya7untiHptrtcqphlVcDL6MKnJyYh6LjiAAAiAAAiAAAqklAAErtbyxGgiAAAgYgoDUuVp2WvFHz9boMTnKyTpsgRCukCJoiONDECAAAlEI1Pb0KnWzZIeWnja+uFAIWbMqy2lKKer46WGHviAAAiAAAiCQbAIQsJJNGPODAAiAgFEIuFvJq9a1avmk36jkFEG+RfDEfvuiAwiAAAgYlYBcBF4Ws1jcirUV2m1CyFIFrWKHPdah6AcCIAACIAACIJAEAhCwkgAVU4IACICAkQhIjW/4UwQld9TQLMUHam4RRIqgkc4RsYAACAycAKcXqoIWpx3qaZNKinyC1sSSIj1D0RcEQAAEQAAEQCABBCBgJQAipgABEAABoxGQOr4jaa+aIrg9engiRXC+kiK4v9G2gnhAAARAICkEuPA7F4BnQYsLwnNh+FhbWY7D58xih1a+zRbrUPQDARAAARAAARCIkwAErDjBYRgIgAAIGI6Aq8nntJJaP+s3PJEiyMLVIKQI9gsLHUAABDKewLbObiFkfd3USqtb23Xtd7+yEp+gNaaoQNdYdAYBEAABEAABEIiNAASs2DihFwiAAAgYloDU8B/yKm4rkrxR45RTBNVbBEsNuycEBgIgAALpJNDr8QghS003bHW6Yg6nKjcnoHaW3WqJeSw6ggAIgAAIgAAIRCYAAQtPBwiAAAiYkIDUsULcIOitX0zUuzP6DuzlcjF2cYsgUgRNeNwIGQRAIM0ENnV0+dxZ69s6dEUzvbyUZlXJxeBHFuTrGovOIAACIAACIAACfgIQsPA0gAAIgIBZCDgb5BRBdlu1/rffqC2DTlZSBE/qty86gAAIgAAIxEag0+2W3VmNcrohfx1rG5afF1A7K9Zx6AcCIAACIAACIEAEAQtPAQiAAAgYkYCng8jVTJKrhah3h/8WwX5iRYqgEQ8TMYEACGQyAXZkyemGLcROLT1tVmUZHVwpu7NY3EIDARDon0Cby0W1PX3EN4OigQAIZBcBCFjZdd7YLQiAQKoJeDqJXC0kuZqJ3M1+UUr5PPA9pR/39fbEHqm9THZacZpg0QGxj0NPEAABEACBhBLgWllfN8k3G7KoxbW0Ym2cXshCFqcbctohGghkIwGvJAlxqranl2p7e6lO/Vx57VF+pk6oHkxXTxqXjYiwZxDIagIQsLL6+LF5EACBmAl4umXxSSs8aT73v9ei6ddC5NH31/iY4yEipAjqoYW+IAACIJB6AnyboerO4lsOY21c+H2W4sziVy4MjwYCmUCg3eWWxakeRZzqlT9n0Wpvb1/MW9y/rIT+PGNqzP3REQRAIDMIQMDKjHPELkAABGIlwM4mkZrHbqgW4Yryfa64pETanvicHVHchz/0Xakeazh6+1mKD1BuEVxAZMdf6PXyQ38QAAEQSBeBhj6nSDMU7qzGFnJLUsyhjCkq8Ala+5WVxDwOHUEglQT4iVbFKRak6hShqra3j+p7+nTVi+svbhZ1nzl8Zn/d8D4IgECGEYCAlWEHiu2AQNYQ8PaGpOPJYpOcpuerH8XikyJCye+3mgeRo4IsjgoiewVZSmfLtwgWI0XQPAeISEEABEAgMoEVzW2+dMNd3bGnjefbbAGF4MtyHMAMAikh0KG6p3o14lRPH9X3yu4pjw5RNt6ArRaLcCRW5ubQX2dOi3cajAMBEDApAQhYJj04hA0CGUPA26c4nVThqUWTphfkglIEKNkh1UJEXnNgsJeRxVFJxGKU8qEKU/y1+Fz9YLFK/dwcu0OUIAACIAACAyTArhW5bpbs0NLTJpYU+QQtFLXWQw59gwmoqXzCOSVS+2Tn1N6+PuL6bqloLNCyQKV+VOZpPhffz6UKiLapOAqsAQKGJAABy5DHgqBAwIQEJFdIap4vVU+4oFpJ0rihRPFy9Wsp9ivI00rGXkwWRxWRKkZpxSatEGWXBSm/EGVJa9hYHARAAARAwFwEtGIWiwqxtmKHPaB2VqHdFutQ9MtwAp1urj0lF0eXU/v6qE5xTrF7yulNzR8F2TE4SBGo2EXFgpTqqFJFqwI8txn+NGJ7IBA/AQhY8bPDSBDITAIsJqk1ooTAJNeK0opPvrpQvtS8VrlOFLupzNBsBUSOqgAxSuuCsigCVIhbymI1w+4QIwiAAAiAQAYR4PRCVdDitEM9bUppsU/QGl9cqGco+pqMgLitT9zap4pTvbS31ylS+5r6nCnZjdVCNJgFqTxZlPK5qII+t1nwh72UHAgWAYEMJAABKwMPFVsCAUFA8igFyv0FyYUQpRYlF6JUq68+VIBIxYXOzdCsecINJVxROZyix6KUko4X5I4SjihVmLLgL9JmOF7ECAIgAAIgEEiAC79zAXgWtLggPBeGj7Vx2tXBleU0q6pMvOZaI/9RhksZOd38IZHTo/lcfI/I5ZH87/P3RB/1e0SuCOOcyrhcO9GCOTk0bgj+MBTL+XW5PX7nlFJ/ShWnOL2v2+2JZZoB9+H0vsF5uTRISeuTHVSBQlWpAzXZBgwaE4AACEQkAAELDwcIGJ6AV3ZAKbfiyQXJWwOEqIDb8rRuKU+X4XcnArQ4hADlT89jIYoFKbluVMQaURa7OfaHKEEABEAABEBABwFXkCAULCS5FCFpd183bexupa19bbTH3aFjBaK83iLK7Swha0cxebvySLumN/YLEnWtqe1clGehBXMcdNrBEDy4CLqc2sdpfX7nFLun+CMFxyGOhtP7WKAarBRJD5fel2uD6Bj3Q4+BIAACAyYAAWvACDEBCOggwKl5kVxPSj0oOVVPTsnzuaXc7ToWSWNXTrETLijZDSXcUTlqzSh+9d+q5xemymUBCw0EQAAEQAAEDEDA4w10E6muIdWRJMSjKAKTcB8F9ZHH+B1KLEjJgpFmLY/sXOLvx9WsXrKUd5ClrJ2sZR1EDh31JftyyNtaTJLyQVLqUryO2NcuhKyxgzNTGGF3lJzaJ4tUsijlFIXR+XO+2S8VjU+UxakhwkHlT/HTuqj4czQQAAEQMDIBCFhGPh3EZnoC3p33k1T3nEaM0nezUFoBiNQ8RYgKckcJt5Tdf6uezyEFISqtR4bFQQAEQMDsBKKmrikCjyz6+AWhgQpGwfNxDJnQLIU9ZCnrIEt5O1mKunVtSRWyxGtvrq6x8XQuybfQ/DkOOvUg8/1Bi0UouSC6RpxSi6P39ZE7FXY2Isqz2WhIXo7soFIEqmBxqsgO53o8zyfGgAAIGIcABCzjnAUiyUACUuOb5Pnu5PTuzF4WVCPKL0r53VKaVD2uE2XFX+DSe2hYHQRAAASMR2DrXi81d0kkp68FuozUlDatyyhcHaSQ1DjFlaTO6U7NRWjGg5vsiOweIWZZy9rFK9ljt3nZnLmU111Chb0lVOoqphybhXLspHwEfW7j74d5X/P9PjfRE586aUt96GEfOckuhKwxg4zhxurxcO2pPlEYXTin+uSi6OpHi9OV7JPzze9P72OBSq07xQXTc0gVquwojp6y88BCIAAC6SEAASs93LFqlhCQ2peR55vZidmtvTigRlRwel6AW0otVm5N/l9NE7M5zAICIAACIGA0Aq3dEn271UPfbvPQsq0eIV6hJZ8A3+QmC0QWcvBrsCikCEiOYKFI9AsjIIX5fo2rizZ0t9K6zlba3h17vUyrxUKzKuUi8PzKTp94WmevRE986qKXvwkVgEoL5NpYJ89MvhuLi+D7xCk1tU8IVbJI1cv5pCloanqfmuIXzkHFAhYaCIAACGQ7AQhY2f4EYP/JJdC7i9yfjw1cw1ag1IlSakPlBNWMCrhRT0nT49v20EAABEAABEAgyQRWbJcFKxauNodxyCR5eUNMb2fBxycSKYJQsAhkI4okIAV8v1+3klZwkp1LLGClsrU6XfR1k3yz4ddNrdTrid2dNbqwwCdoHVBeojvsT79305OfuojdfcHtqMlybazRVfG5sVh88tWcEoJUoHuqUccNjro3FjSA0/vYNcX1p7QpfuoNfuyg4hv+0EAABEAABKITgICFJwQEkknA6ySpa51cS4qLmVvzk7ka5gYBEAABEAABXQR2NHp9DisWrlJkOIkao89FJEQijcCjcSL5vt+fsBRGQBICUxS3UrZnYa1ubRdC1jdNLbStM/baWblWq+zMqmKHVhlV5MRWjqC9R3ZjLfk21I1VprixTgrjxmIByp/O5y+Krn6vyx27EKfrhyZM59IcBw3JlVP7VIFqkEjzy/Wl96VYlxzoljAeBEAABAxJAAKWIY8FQYEACIAACIAACIBA4glw6pbqsOLXhvbY0wLzHESTq23CJRTJZRRWHFKEJ1l0iuBoEqlycsocmnEIcIodC1nCndXYQm4dFe7HFxcKIWtWZTlNKS3ud1OfbHALIWt7g5eIb1TMdRHlOMXr6OFuGjHUTV2SKlQ5yasjln4Xj9JBm96nilNcLH2QRpwqxoM7EMQYCwIgAAIxE4CAFTMqdAQBEAABEAABEAAB8xFYtUuuYcWC1YYafTV9pgy30kFjbDRzrI2mjUCKk/lOP7ERr2hu86Ub7uruiXnyQrtNCFmqoOWRJL97SuOkqu3uo91dfeQkd8xzD7Rjns3qc02JGlTCSZVLsoNK/nBY40tjHGhsGA8CIAACIBBIAAIWnggQAAEQAAEQAAEQyCACe5rltEDVaeXUoQUMKbUIweqgsTbxWpCLxKcMejQSuhWuLyXXzZIdWkZtpQ6HEKTYNaU6qNRXrj1VgeLoRj06xAUCIAACIQQgYOGhAAEQAAEQAAEQAAETE+hxymmBqsuqtjX2tECHjXxiFbusRlbAaWLiRyGtoWvFLBa3UtW0N/epNai4WDqn+LF7qoCr8qOBAAiAAAhkBAEIWBlxjNgECIAACIAACIBANhFYt8crbgpk4Wrtbn3FqicOk9MC2WV1wCj8cp9Nz02q9srphaqgxWmH8TZO7yu05FJnu516Oh1EfTkk9SmvzhyaOz6Pfjonh0ZAeI0XMcaBAAiAgKkIQMAy1XEhWBAAARAAARAAgWwkUNcm+RxWLFx1O2N3WVUVy2mB7LDi15J8pAVm4zOUrj1z4XcuAM+CFheE58LwapPT+/ypfeyc8qf55RC/z625k28qdNLrK0LzYfn5nj8nh358IG4ASNcZY10QAAEQSBUBCFipIo11QAAEQAAEQAAEQCBGAi4P+RxWLFjtbo69+LrFQgF1rPYZhLTAGLGjWwoIbOvsJpvFQixW5dr0PZtL18o3FYb7efjBNDvNn+Og4eX65kzBlrEECIAACIBAgghAwEoQSEwDAiAAAiAAAiAAAgMh8H2tl5Zx8fWtHvpup760wHGDrT6H1cwxSAscyDlgrLEJNHbIbqw3V4a6sQYVW2jBkTl0wgFwYxn7FBEdCIAACMRHAAJWfNwwCgRAAARAAARAAAQGRIB/EVdvCuTXjp7Y0wLLCiy+4utcy6q8EGmBAzoMDDYdgffXyG6smpZQd+IPFTdWNdxYpjtXBAwCIAAC0QhAwMLzAQIgAAIgAAIgAAIpIOCVyOewYsFqe0PsaYEc3ox9bMTuKhasxg9BmlQKjgxLGJxAA7uxPnHSW9+FurEGl1howZwcOh5uLIOfIsIDARAAgdgJQMCKnRV6ggAIgAAIgAAIgIAuAlvqvT6X1fLt+tICR1dZ/S6rMTayQrPSxR6ds4fAe6vZjeWk2tZQF+O8/ex04Zwcqi6DSzF7ngjsFARAIFMJQMDK1JPFvkAABEAABEAABFJOoLUrMC2wpSv2tMDiPIuvjhW7rLieDxoIgEBsBPa2S/TvT5z0zqpQN9aQUtmNddz+qI0VG030AgEQAAFjEoCAZcxzQVQgAAIgAAIgAAImIcDOKi68zmmB7LjS0/YfZfPdGLjvMFis9LBDXxAIR4AFLHZj1beFiscsYF14RA4NgxsLDw8IgAAImJIABCxTHhuCBgEQAAEQAAEQSBeBHY1en2DFwhXXtoq1Da+w+gSrg8bYKAeGkFjRoR8IxEyAxSt2Y727OtSNNbRMdmNxaiEaCIAACICAuQhAwDLXeSFaEAABEAABEACBFBPo6JV8YvrxlwAAIABJREFUgtWyrR7iwtGxtvwcS4Bgxb88o4EACKSGwNvfyW4sTi8Mblzc/cLDcwg/k6k5C6wCAiAAAokgAAErERQxBwiAAAiAAAiAQEYRWLVTTglkh9X3tfrSAqcMV4uv22nqCKQFZtSDgc2YjkAdu7E+dtJ7a0LdWNXlFpo/J4d+OA1uLNMdLAIGARDISgIQsLLy2LFpEAABEAABEAABLYHdzf7bApdt85Az9HfdiMCGllr8twWOtRG7rtBAAASMReDNlbIbqzGMg/JHB9rpfHZjleJn11inhmhAAARAIJAABCw8ESAAAiAAAiAAAllHoMfpTwtkp1Vda+xpgQ47yWmB/DHWRiMq4LLKugcIGzYlgdpWiR7/2EkfrA1VqIeXW2nBkQ46dircWKY8XAQNAiCQFQQgYGXFMWOTIAACIAACIAACa3ezy8pNXMdq7R59aYF8QyCLVSxa8c2BaCAAAuYl8MYK2Y3V1BkqXP9YcWMNgRvLvAeMyEEABDKWAASsjD1abAwEQAAEQAAEspsAu6rUOlb8yq6rWFtVcWBaYHEeUotiZYd+IGAGAjUtXnr8YxctXRfqxmJX5YI5DjoGbiwzHCViBAEQyCICELCy6LCxVRAAARAAARDIZAJct4qFKnZY8SvXtYq1WS3kc1jNHGujfaqQFhgrO/QDATMT+M9y2Y3V0hUqcP9kulwba3AJBGwznzFiBwEQyBwCELAy5yyxExAAARAAARDIOgJ8QyDfFMiCFd8cqKeNG2L11bGasQ/SAvWwQ18QyCQCe5q99K+PXfTR+lA31shK2Y01dwpqY2XSmWMvIAAC5iQAAcuc54aoQQAEQAAEQCArCTR0yMXX+aZAfu3ojT0tsLzQ4hOsZo6xEX+NBgIgAAIqgdeWu+iJT1zU2h3635UTZzjovMMccGPhcQEBEACBNBKAgJVG+FgaBEAABEAABEAgOgGvRD6HFQtWOxpjTwvkmdlZpRZfZ8cVGgiAAAhEI8Cpx//6yEUfbwh1Y42qkt1YR0+GGwtPEQiAAAikgwAErHRQx5ogAAIgEIFAr4toT4uXapq9tKdFEp/vaZaorNBC5QUW8VomXing6yIUmMYzlUEENtd7fQ6r5dv1pQVy7SoWrNhhxa9c2woNBEAABPQSWLJMdmO194S6sU6a6aDzDnXQINTG0osV/UEABEBgQAQgYA0IHwaDAAiAgH4C3U6Jalic0ohUNc2yWBXuSu9YVrDbAgWtUMErUADLwR+PY8GKPikiwMWT1TpWXMuqNUwx5UihFOcraYGKYMW3B6KBAAiAQCII7GyS3Viffh/qxmKxfP6RDjpqEv4PNRGsMQcIgAAIxEIAAlYslNAHBEAABHQS6OpjQUoWqYRYpTip+DXcTUc6px9w94Jc2clVXkiKo0v5OsDl5Re9BrwgJgCBIALLuYaVUsdqy159aYEHjLIR3xR40Bgb7TsMaYF4uEAABJJL4JVvZTdWuJp7p8x00LmHOQjieXLPALODAAiAABOAgIXnAARAAATiJMD/kOX0vhoWp3wilZdqWyVDiFRxbivsMDltMTiNURXB+JV86Y2FuXDAJJJ9psy1vcHrE6xYuJJir71OIyrktEAWrPjVgQsDM+WxwD5AwDQEuP7evz520mffh6Y1jxlkpflzHHQk3FimOU8ECgIgYE4CELDMeW6IGgRAIEUEuPYFi1TCQcW1qRRXVV1b8kQq/mV9eLmFqpXX4eVWcnlIiGJ8MxKnV6mvLZqvU4Sk32U4PVEVvGSXl1q3Syt4+b8HMaJfpKbswD876k2BLFg1dsSuWBXkWALqWA0thShqyocAQYNAEIG67kZa07SR+jwu+vE+R5mSz0vfuOjJT1zU2Rf637RTD3LQOYfCjWXKg0XQIAACpiAAAcsUx4QgQQAEkkmAxSBVpFLdVPzKIpWeWjx6YhxZKYtULE4Nr7BQNb+yaFUefzoUxyoErYgiF/nEL05xNEor4nTGAJGLIopepQUQMoxybuHi+G6nx1fLamOtvrTAqSP8Dqspw+P/OTAyH8QGAtlEwOlxCbFqddMmWtO8kdY0baLGnhYfgjElI+iK/c+jo4bPMh0WdpQ+9rGT/rsx1I01drCV5h/hoDlwY5nuXBEwCICA8QlAwDL+GSFCEACBBBBo7pICb/Zrkaiu1Ut1rbLgk4zG121rRSoWq1igGlaWfhHG6aZAoatbdpRFEr/YAWaEZrHI7q6Iri5FCJPfJ8rPST9rI3BLVgx83byv+PpWj3AKxtr450C9KZBTA3FWsZJDPxAwJoHt7btlsUp8bKSNrdtjCnRa5QS6Yv/z6aDB02Lqb6ROL37toic+dVF3mD8KnXaw7MaqLML/DxnpzBALCICAuQlAwDL3+SF6EAABDQG+wU+92U91UrFIVc9OqiSJVHwLUXWF4qRS3FQsVA3JsJQndmz5HF5divilOL20aYxqeqNRHsxch5LOGKPoZYPxJ+rR8Q2aWsGKf7ZibZxaqtaw4tfhFYAdKzv0AwGjEWhzdgqRShWr+LXT1T2gMGcPPUAIWZPKxw5onlQP3sZurI+c9MWmUAV/3BArXchurH1xU2GqzwXrgQAIZCYBCFiZea7YFQhkLIGGjsCb/WrZSdUmp/u1JVGkGlEpi1Qi1U8RrAaX4K+qkR60/up1yU4vEimP4f5yna4HuDjPn87od3n5a3qVa25pLMnPjvNfu9t/W+C6PfrSAvmGQLX4+v6jUHk9Xc811gWBgRJY37JFEatkd9XOjtq4p2SBakPL1ojjjx15qBCyRhYNjXuNdAxc/JWLnvzURT3OUGH/9FkOOme2gyrgxkrH0WBNEACBDCIAASuDDhNbAYFMIbC33e+k4sLpnOZXnwKRStSl8rmp5CLqg4qzQ6RI57OjTWcM5+byiWGK40tPmloy92W1EmkFrf5SG/McyYwmcXPzLZqqy2rZVjf1uGKfe1CJJcBlVZSHn5/Y6aEnCBiDQH13U4C7al3LFuJ6VvG0qrxymlY1gfarnEjTKieKV4fVTrs6aunvq5+hD3Z9GXHak8ceK2pkleeWxrN0WsZs3eulf37kpK82h7qxJgy10gWHO+gIuLHScjZYFARAIDMIQMDKjHPELkDAdARYlFJv9pNdVKkRqURdKo1Ixa6qSohUpnp+OJ0x0OElF6cPFr/462S58uIBxgJWcO0uLl4fIIJpvramSPthAVGbFsg/l7E2TrnU1rEaXYW0wFjZoR8IGIGAy+vWiFWbaG3zJmIBK55mIQtNrRwfIFYNKxwUdSp2Yv191TP0Zd13Efudt+9P6PJp51KePTeesNIy5vkvuTaWk/rC6H5nHuKgsw6BGystB4NFQQAETE8AApbpjxAbAAHjEqhpkUiuReUldnVwvRxO96tvlaitJ/baOXp2yDWpRg9SiqdX+Iuow7avh2Lm9OWnTK3LFU7k4lRGWQyT+3GNJ6M0TlEML3D5UxrZ9cV9OPVRT9tQ46Vvt8k3Bq7epaPyOhGNH+JPC5y+D9IC9XBHXxBIN4EdHTUBglW0VL7+Yh1aUCWLVVWys4o/4m3L9q4VQtbqpo0Rp7h06ln082lnxbtEysdtqZfdWF9vCf1v7MShVjr/iBw6YiL+G5ryg8GCIAACpiYAAcvUx4fgQSD9BLRF02UXlXK7X5tE7UkWqUayk6qC61LJ9anY3YIGAgMhoKYz9lvDS3F8ufVpPwMJLepYu5WEkKUKWuFcXXwTp+q06uyNXajjnyu1jhW/8hpoIAACxifQ4ewSYpW4GbB5E21o3kItfe1xBZ5jc9DUivG+NEAWq6ryy+OaK9qgT/Z8Q39fvYi2tu0K2y3H6hD1sdiVZZb23BeyG4v//yW4sRPrrNkO/PvFLIeJOEEABNJOAAJW2o8AAYCAsQl4JfLd7Fer3OgnhKpWuXB6skWqUUrxdFWowi/Pxn5esi06FoLkgvTya4vi5Ar4nvKekdIZ+zsnkRbIH2NtNHYw0gL744X3QcAIBL5v2SYcTHwj4LrmzbStfXfcYY0sGkbTKifQfoq7KtU3A7614xP6+6pFVN/dGHYPXBeL62NxnSwztM31Xnr0Q6f4I0Jw48suzj88hw6HG8sMR4kYQQAE0kwAAlaaDwDLg4ARCLi9RDXNnOqnpPgJF5X/82SLVKOrZAcVi1TDyy2ULbe7GeHsEUPqCEgS+cSugHpdvjRGVQhLfTrjPoOsAcXXLTBZpe7BwEogEAeBhp5mn1i1tnkzbWjeSt3unjhmIipyFNDkinG+NEAutl6WWxzXXIke9OLmd0RqYaerO+zUfFMhO7L45kIztEX/ld1Y4dy7Z892ENfHgpvcDCeJGEEABNJFAAJWushjXRBIMQG+uY3T/WrUG/20NalS4KRikWqEEKjkIup6a/akGBeWA4G0E+hzB9bv8tfrCnJ9KQ4vPemMLBKrDit2W1XhIoO0nzcCAIFIBDySR04DVNxVXLdqT2d93MDGlo6kaRUT5HTAqok0vnRU3HOlauAT65eIWwsl/ktAmMYOMRayZg89IFUhxb3OpjrZjbVsW6gba1K1lc4/LIcOgxsrbr4YCAIgkNkEIGBl9vlid1lGgH/hZZFKm+Knvd2vI8k1qVikGlUpi1Rcl6pIZ2HpLDsubBcEEkpAm84oO7xCHV9qLauJw5AWmFD4mAwEEkhgZ0etT6xa37KFWLBye+MruMepdpMrxmpqV02gQkdBAqNN3VQeyUsPr3meHl/3UsRFDxo8TQhZnP5o9PbM57IbyxPm4tdzDpXdWCibYPRTRHwgAAKpJgABK9XEsR4IDJBAj5OohmtRaVL8xM1+Stpfh47izHpCUW/3Y5FqdJXipCq3UEEuco30cERfEAABEAABEFAJcGoc16xid9W6Zlms4vTAeBs7kaZUjJfTAasm0Oji4fFOZdhxzOwfq5+l5ze9FTHGo4bPEjWyxpSMMOw+OLCNtV565EMnrdgeKlBOHm6l89iNNQE3FRr6EBEcCIBASglAwEopbiwGArER6O6TqFYUSpfrUPlcVEraXypEKhas1JpU+TkQqWI7OfQCARAAARAAgcgENrZuF2LV2qbNQqzir+NtgwsqaXK56q6SUwJzbTnxTme6cSz0PbRqEb2+/aOIsf94n6Posmnn0LDCQYbe31OfyW6scBmS5x7moDNnOagUN8Aa+gwRHAiAQGoIQMBKDWesAgIhBDr7VIFKonpVpFJu9mPBSs8193rwap1U/PkIJeUvz6FnFvQFARAAARAAARCIRqCxp0V2VzVvFEXWWbBqc3bGBc1htZPWXTWtagINLxwS11yZNmhHR40o9P7h7q8ibu2sCSfQJVPPpPLcEsNuf0ONXBtr5Y5QN9bUEVY699AcOhRuLMOeHwIDARBIDQEIWKnhjFWylACLUCK1T3wEp/2lTqQapaT85diz9CCwbRAAARAAARBIIgGv5PWlAq5vkcWq7e174l5xRNFQIVhxLSf+4JRAqwW166IBXde8mf6+ahF9Xb8qYreLppxOP5t8GuXZc+M+m2QPfPJT2Y0Vrp13mIPOOMRBpflwxif7HDA/CICAMQlAwDLmuSCqDCHw+go33f9WX1J2E+ykEnWpKqzkQKmEpPDGpCAAAiAAAiCgEtjdWSduBmTRhMUq/uh1x/f/9wX2fFFofXL5OJ9YxemBaPER+KZ+tRCy1jZvCjsBC4FcH2v+pFPiWyAFo9azG2upk77bGerGmjbCRpxWOHs8/sGXgqPAEiAAAgYjAAHLYAeCcDKLwLfbPHTds71xbypEpBpkpRHlVrLj3yxxM8VAEAABEAABENBDoNvdI8SqtU2bfGJVbVeDnikC+nJhcXZXTa2Ui61z0XW0xBP4aM/XIrUwkhOuOKeQfrX/+XTauHmJXzxBMz7xiZOe/MwVdrbzD3fQGbMcVAI3VoJoYxoQAAEzEICAZYZTQoymJbB1r5cu/WdP1PjDiVQjK6xkQ6aAac8dgYMACIAACJiXwKbWHSIdUHVW8SunCMbTynKLhVjFHyxWcaH1irzSeKbCmDgJvLH9YyFkRbrdkQu8X7H/+XTcqCPiXCG5w9bt8dIjS520eleoG2u/kTY651C4sZJ7ApgdBEDASAQgYBnpNBBLxhFo6ZLojP/tpnAi1ehKK1lQwiDjzhwbAgEQAAEQMA+Bpt5WIVatb97iE6z4e/G2fcvHKMXWOR1wIk0s2yfeqTAuwQQWb3qbHlr9DHW5wv9hcXzZaOHIOnzYjASvnJjpHv/ESU9HcGNdoLixiuHGSgxszAICIGBYAhCwDHs0CAwEQAAEQAAEQAAEQCBRBCSShFjlq1vVvJU2t+2Me/pB+RU+d5VaaJ3T0tCMTeDf618WNbIitQMHTabL9zuXZgyaYriNrN3toUeWumjN7lA31v6jbHTObAcdgtpYhjs3BAQCIJA4AhCwEscSM4EACIAACIAACIAACBiEwJ7OelHIe0PLNtld1byVOlxdcUVnt9p8YtXkinEiHZBrWaGZk0CPu5f+te4l+vf6VyJugJ1Yl007m/i8jdb+9bGTnvk8fG2sC46Qa2MV58Hmb7RzQzwgAAIDJwABa+AMMQMIgAAIgAAIgAAIgEAaCbAgEVy3amdHbdwRDS8cQpMq5HTAqRUTRDpgvj037vkw0JgEmntb6Z9rX6QXNr8dMUCujXXx1DMMJ1iyC+vhD5zENbKC2wGjZTfWrHG49ceYTx6iAgEQiJcABKx4yWEcCIAACIAACIAACIBAWghsadtJ65q30PfsrBIf26jP44wrlnx7nsZdNVaIVSOLhsY1FwaZk8Duznp6dO1ienP7xxE3wLcV/nTyqcRF343UHvvISYv+G+rGYv+V6sYqghvLSEeGWEAABAZAAALWAOBhKAiAAAiAAAiAAAiAQHIJtPS10dqmzf5UwJatVN/dGPei/8/enYBJVd3pH/+xNM2+2ixCszMgKkJUFjEQVmMQTYLijjEalYhGzcRxdNRxHEkeGXUCuDN/E3dxQwJqWCQqRDBgAJVVZVGQRUB2upvl/7yn+zbV1VVdt6qXqrr1vc/TD0ufusvn3Kquevt3zmnfsHVxYNW9aWc3HFBDBNkQ0AqUT372sr2/6R9RMcZ0+6ld0e18a5LdMGXAtEKhqrFWbi5djdWrXQ0bTTVWyvQVJ4IAAuUTIMAqnx+PRgABBBBAAAEEEKhAgc93KqwqnLOqsLrqq4T33qhW/cKwqmlH96eqq1rWPSHh/fHAzBBY/t1qe/zTl2zxts+iXrAmer/sX86z2ik0tHTK3/LtpQjVWNWrmbmVCvtkWb1s5sbKjLuYq0QgmAIEWMHsV64KAQQQQAABBBBIeYHN+7cVh1SFgdU6U8VVoluXxu1Dqqs6mVYHZEMgUYGFW5bZY5++aCt3fhlxF3Vr1rYbe1xuo7ucm+ghKvxxyzcesSfm5tvqb0tXY/2gfWE11pkdqTiscHh2iAACVSIQyADrySeftBtuuCEq4DnnnGMvvPCCNWvWrESb9evX26RJk2zmzJm2evVq69Wrl40ePdquueYay8mJf7x7IvvLy8uzGTNm2JQpU2zBggWWlZVlQ4YMsbFjx9rAgQOtevXqJc752LFjNm/ePBs/frzNnTvXtb3jjjts8ODBpdrqgR988IGNGTPGnnrqKRs+fHiV3GQcBAEEEEAAAQQQOHQk31a66qqiVQF3fWVf7f46YZgT6jQpDqsKq6u6WLPajRPeHw9EIJrAe98stMeWv2gb9m6O2CSnTlMXZI1oPzBlEJ+el28vf1R6bqwa1c0uVzVWb6qxUqazOBEEEPAtELgAKz8/3wU4jzzySFwB1tKlS13otWjRIuvatavl5uba2rVrbcOGDS7omTx5snXp4v+3eInsT+HVgw8+aPfcc481aNDAevbsaQUFBbZw4UL3b4VUOseaNWsWX5tCrssvv9x69+5tl156qc2ePduef/55F1BdcsklJQwOHjxot956q+k4up569er5vlFoiAACCCCAAAIIxCOwfs+m49VVRUMB9xccjGcXxW1rVKt+PKxq2tFOatLJujbpkNC+eBACiQrMWDfPHl3+on13aFfEXXRo2MZuOPUSG9ymb6KHqNDHLdtQWI21ZkvpaqzTO9Sw0X2y7AyqsSrUnJ0hgEDlCgQuwNq9e7dde+21tnnzZnvxxRetXbt2MQW3b99u119/vc2ZM8cFX1dddZULifbv328TJkyw++67z8aNG+fCpTp16lTa/l5++WW77rrrbMCAAfboo4+6c1eF1eLFi+2mm26yLVu2uMqx/v37u3NQEHX77bfbp59+as8995y1bt3adP033nij+56quBo1alR8vrNmzXL7f/bZZ90x2BBAAAEEEEAAgYoQ2J23NyysWmff7NuS8K610pubu6qJwqqO1r1ZZ2tUq0HC++OBCFSkwCtr37ZHl79gBw/nRdytqgF/dfJoO6tVr4o8bML7euq9fHtlYelqrJo1zC4/q5Zd2Lum1WVurIR9eSACCFSdQOACrC+++MJVHnXv3t2FQKpcirW98cYbNmrUKLv55ptdSJWdnV38kD179rjwSJVN06ZNc5VOsbZE9rdr1y43VFHVVpGOo/DpwgsvtKuvvrr4HBW8XXbZZdapUycXvHnh2v3332+vv/66vfLKK66aTJv2r5Cubdu29sADD5S4xljXw/cRQAABBBBAAIFQgTXfr7NVO48PBdRE6wVHDyeEVLtGdvEk615o1alRbkL74kEIVJVA/pECe371dDfZe7Stb8vT7Oruo+wHOd2r6rSiHmfphiP2+Jx8+2Jr6WosVWFdpGqsDsyNlfSO4gQQQKBMgcAFWAqANORPFVMKcmrUKPuFOHTIoUKiYcOGlQJTxZKqsh5++GE3BK+sLdH9LVmyxEaOHGlDhw6NGLx5YdWBAweKK8s0T9fFF1/swre77767+LR03S+99JJNnTrVTjnlFPf/qtxScKUqrx49evC0QAABBBBAAAEEfAt8uXujzf16oa0uGgq47eBO348Nb9iuwYklhgN2b9rJ6taMXeGe8AF5IAKVKPB93l57btVb9uyqaVGPMiS3n13V7ad2UtNOlXgm/nb95Nx8m7qodDVWrZpml55Vyy7qXdPq1GKlQn+atEIAgaoWCFyA5YVNzzzzjLVp08b+8Ic/uMnNVYn0i1/8otSE7KpMuvLKK23jxo0u8OnWrVupPtA8U2effbarYAqtdIrUWYnuT9VSqhy799573Ve1aiV/cHjzV2mC+vnz57thhDt27HDzX6kC66GHHrLatWu7UwqvwNq0aZO7RoVzGnIYK9Sr6puQ4yGAAAIIIIBA6gnkHck3TV793tcL7W+bPk7oBBvUqldiKKAqrHIbtEpoXzwIgVQW+Hb/dvvzqjft9S9mRT3NCzoOscu7jjTNlZXM7ZP1R+yJOfn25bbS1Vi9O9VwE7xrjiw2BBBAINUEAhVgab4ozVelrx/96Ee2YsUKF1xpPqtly5bZzp07rU+fPq7C6fTTT3d9oUnaNQxPW7Q5s7xKp5YtW0ZcvTC0UxPdn4Kx2267rcwqLwVTmuBdk7QruPJCrTVr1kSdA6thw4Y2ceJEe/XVV93j2rdvn2r3IOeDAAIIIIAAAikk8NmOtUXB1Ue2af+2uM6sc6N21q1ph+OhVdNOVqt6Vlz7oDEC6SyglTWfWfmGvbvhw6iXcVnX8+ySLiNMc70lc9ME769GqMbKLqrG0txYVGMls4c4NgIIhAsEKsDau3evm8BcE5qPGDHCBTcdO3Z016zKKM1vpYosfU8TnCuQ8hNO+WnjwfppG6lNeDgV6VaN1CbaKoQyuOCCC4qvTy6a3D68sounBAIIIIAAAgggoEnY56ra6puFtmjLMl8gzWo3LjEUUNVVLeue4OuxNEIg6AIKgv/fitftw82Lo16qJnq/qMuPrUl2w6RxLFl3xB6fm2/rqMZKWh9wYAQQ8C8QqABL80T97ne/c1VVjz32mJ100kklJLwJ2TXMUAGWJk1PNHCKRpzo/hINsFR1Nm/ePBs/frwbKjlkyBC78847bdCgQXbkyBE3HPGzzz6zp59+2nJycmzRokVuLqwZM2a4arRbbrnFTQ6vKjU2BBBAAAEEEMgsgX9s/bSw2uqbhbbz0O4yL75Gteo2uE1fO7PFqYXBVdOOVs2YKyez7hiuNl4BPcemrHjNPtn2ecSHqkLx1z0us1GdhlvtmscXkor3OOVtrwneX/u49NxYtbPMLu1Xyy7sk2X6OxsCCCCQTIFABVh+IDWZ+RVXXGG//vWv3bxRCrs0EXpZwwP9hFLesf20rcgKrLKuefHixW545IQJE1w11vLly908W1qJUKsZ6vuaU0vhmVZgjLc6SxPPsyGAAAIIIIBAegnsPLzHPtm3yv65b7V9eeibmCffLruV9arf1X21yGoasz0NEECgtMCy/Wtt5s75tjFvS0SeBjXq2simA2xAo15J41uzo579ZVVz27qvdJDWLWefDWi3yzo325+08+PA8Qt40+bE/0gegUBqCmRcgBU+IbuGFmo+KW0Kt0488cRSPeUFTpoUXkPzmjRpErU3N2/enND+FCTdcMMN9sQTT7jJ4iNtXpWWVhJU6FbW5s2PpT8nTZpk9erVc3ODTZ8+3TRhvOYGy8vLc5O6K9iKdu1lHYMAKzWf1JwVAggggAACkQSW719rn+xbbUv2rbSCY4fLRKpXo7b1qtfNhVYn1y2cjoENAQTKL/Dx3s9txs4PbVvBrog7a57VxH7S9Gzr26BwJfFkbNNXtbD5G0p/3smucdR+1HGHC7KyapSeAD4Z58oxyxYgwOIOCZpA4AKs/Px801f9+vUj9tUHH3xgAwcOLF5R8NChQ2m7CmFZN+OsWbPsuuuuMw2XHDBggO3evdvNgVWnTh03iX2DBg3cw/X9cePGmdr37ds3aPc314MAAggggEBGC6zb841bRVBDBNd8vz6HvXIBAAAgAElEQVSmhYYHDmrTxw0V1BxXbAggUDkCb34525747OWoQ3c1TPfq7j93z8VkbP/46og9NiffNn5XOqjq27lwpcJe7VmpMBl9wzERyGSBQAVYqi7SUDkFNX/84x+tbt26pfrWq3RSNdNdd91lBQUFdscdd5hWAVSIM2zYsKiPefjhh+3WW28t835ReJbI/lTNNHLkSBs6dGiJgMk7mFfZpf1HWy3Ra6uqMlVxtWrVyk1cn52dbTt27HCVYVqFUNeqIEubN6Ry/vz51r9//0x+LnDtCCCAAAIIBELg8NHDLrCaWxRcxbqoVvWa2+Ci0KrHCV1jNef7CCBQQQJHjh2xV9a8Y499+qLlHcmPuNczmp9iV3a7wM5qlZyhhZNn5dubi0vPjVU3u5pd0jfLzY2lVQvZEEAAgaoQCFSA9fnnn9tFF13k3DTMrkePHiUMt2zZ4sItVWG9+eabbsJzbW+88YaNGjXKzQPlBT7eA72J32fPnm3Tpk2z3r17x+yXRPan0EmTyi9cuDDicRSuabJ1zV0Vfo7hJ6RQSuHca6+9ZmeccYb7NhVYMbuNBggggAACCKS1wIqdXxYFVx/ZN/siz7MTeoE/at3bBuf2dRUe2TVqpfW1c/IIpLPA3oL99sqat+3Jz16JehkDW/e2y7qeZz/I6V7ll/rxl4XVWF/viFKN1SfLerWjGqvKO4YDIpCBAoEKsA4fPuxW3dOKfCNGjLCJEydax46F8zYovNJ8T5rDSkPmFAJ5VUhavVAVS3PmzHHVSZrkXVVL+/fvdxOga+4ofT+0cqmseyXR/Sl007A/Dfnzzl2rDGqy9Ztuusk2btzogjl9P9q2adMmNySyX79+7ry91QW1ImG0ObBWrFjhhhKqYosNAQQQQAABBNJHYG/+/uJVBP/+7T9jnniXxu1cYDWoTV/r1Cg3ZnsaIIBA1QlsO7jDXloz055fNT3qQUe0H2gXd/mJndS0U9WdWNGRJs3Kt2kRqrHqZ1ezi/tluWGFtajGqvJ+4YAIZJJAoAIsdZzCo9/+9rcuqNI8Tz179nT9uXTpUtu7d68Ld7T6YE5OTol+/uijj2zs2LG2bNkyN8F5bm6urV271q1SOHz4cJs8ebJ16dKlxGO84XeRwq1E9qfATOGbvrxz1xBHVWXp3/p/TfTuhVLhN6rCLgVfzzzzTPFE7aFtVq5c6Sq4GjdubGPGjDGd49SpU10wd+mll8a9CmEmPVG4VgQQQAABBFJJYMm2z11wNXvjAtuVt6fMU6tVI8uG5fZ3wdWA1oWV2WwIIJC6Ahv2brIXVs8wzZMVbRvd5Vy7sPM51qFhmyq9kEVfHLFH5+Tbpp2lq7H6dSmcG6sn1VhV2iccDIFMEghcgKXO0+p6M2bMsClTpphWHdSm+Z00fPC8885z1VWRtvXr17sV+2bOnGlaebBXr142evRoN7QvPPDS48sKsPT9ePcX6dyzsrLcUEeFa5p8vnr16lHvT2+1RIVUGg5ZrVq1Um0V5CkIe/fdd6179+52yy23uKGJ0UKxTHoycK0IIIAAAgikssC2gzvtva8/csHVP7evjHmqPXNOKp7bqkXdE2K2pwECCKSWwMpdX7lqrFkb50c9satO+pmN6jTcWtUr+cv5yrySY8fMVI311pLSc2M1qF3NRmtuLKqxKrML2DcCGSsQyAArY3uTC0cAAQQQQACBwAks+PYTNyH7uxs+sIKjh8u8vqa1G9uw3H5uiODpzU8OnAUXhEAmCnyyfYU9t+otm795ScTLr16tul138mj7eefh1iS7YZURLVQ11ux827yrdDXWWUXVWKdRjVVl/cGBEMgEAQKsTOhlrhEBBBBAAAEE0kpgw97NrtJqzsa/25rv18c89/6tflA8IXv9rNKrMMfcAQ0QQCDlBRRm/3nlm1ErMBvUqmfXdL/QVWTVrhl5xElFX+SRo2ZaqXD6J6WrsRrWOV6NlcUc7xVNz/4QyEgBAqyM7HYuGgEEEEAAAQRSTeDosaOFE7J/vdBmf/33mKfXtsGJNjS3n5vbqmuTDjHb0wABBIIhoNeHP614I2q4reGEV3X7mY3qPLzKLvijtarGyrNvvz9W6phn/Uvh3FintSXFqrIO4UAIBFSAACugHctlIYAAAggggEB6CKzetc7mfrPQ/rrhQ9u8f1vMkz6n7dluiODg3D5WzUrPdxlzBzRAAIFACExf9579vxWv26Z9WyNeT+fG7eyKruebVi6siu2wq8bKs798Unqoc6O61Wx0n8K5sWqSY1VFd3AMBAIpQIAVyG7lohBAAAEEEEAglQX2FxwsrLb6ZmHUeW1Cz//kpp1tsKu26mNt6rdM5Uvj3BBAoAoFVO80de3bNuXz1+z7KCuSakGHS/9lhKvWrIrt72uO2OTZebZ1d+lqrP5F1Vg9qMaqiq7gGAgEToAAK3BdygUhgEBFC2hYT/7RAss/UmB5R/Rnfsi/j/9d388/ml/UpvDvxY9xjy/6d8jftd/wfapdXtHxvH12bdzRerfsYX1a9LAzW5xa0ZfI/hBAoIoElm5f6UKrmevftz35+8o8ap2ate3cdj90Hzr7tDytis6QwyCAQDoKHDh8yF5Z+7Y9/dnUqIs9aK680V3OtbNa9ar0Syw4UliNNeOfpauxGterZhf1zrIL+2RZzegLrFf6OXIABBBIPwECrPTrM84YgYwTKCgOeRQKFQZBLvSJEQTlhQRNLkgqCpQKQyEFR4WBkhdOeWFR6f8rPTFpMjtBQ4a8MKt3ix7MfZPMzuDYCPgQ2HFol1tFUPPWKMCKtSmoHpTb1wVXVbmiWKzz4vsIIJD6AjsOfe+CrGdWvBH1ZIe3PdvNj/WDnO6VfkHz1xyxR2fl2bY9pauxzlY1Vp8sOzWXMYWV3hEcAIGACBBgBaQjuQwEKkvgiKqPiiqLjlcTFQU/4UFQqQqkwqolrxIpNBgqrDAKC5CKq45CqpqOFtjho0cq6/ICsd/G2Q1MQVafFqe5YKtl3RMCcV1cBALpLvDRlqVuQva/rHvP9Fpa1pZTp6n9uKja6pRmXdL90jl/BBBIssDX+7a4oYUvr3k76plc0HGIW7HwpKadKvVs8w8XVmPNXFq6GqtpvWouxNLcWDWoxqrUfmDnCARBgAArCL3INQRaIGq1UFg1UalwqcQQtNJBUvEQtUhBUmh109ECO3qs9G/NAo2e5henlclUweFVaWkYEhsCCFSNwDf7trghgu+s/9C+2L0h5kFVZeW+cvtYVvWsmO1pgAACCMQjsOb79a4ia/pX70V92MVdfuIqsjo0bBPPruNu++HqwzZ5Vr59tzdCNVbXmnZh75pUY8WtygMQyCwBAqzM6m+utooFlmz73BZtXVZYhRQSCh0f/pZ+w9eqmDAlDlezek3LrpFltarXKvyzxvE/a1XPKv6/438vbFurRtH3iv7u/h3y9+P70z6jf2/L/u9s0dbl9rG+tiy3vQX743I5tdm/FIdZvapguEBcJ0djBAIioNBq7tcf2ayNC2JeUceGbeycdj+0QW36VPoHxpgnQwMEEMgIgWXfrbJX1rzthjJH26466WeuIqtVvZxKM8krKKzGentZhGqs+kVzY/XOsupUY1VaH7BjBNJZgAArnXuPc095AQVYN8y7N+XPM9VPUFUJJYKjoiApu4YXEtWywvCo8N8KmMLDpMLHhwVLRe0Kg6bCxxQ+vmSYlGrL1K/Y+aULsxZtWWaLt30WV/dlVa/pJoPWkEN9dWqUG9fjaYwAAscF1n6/wVVbzVj3N9tyYHtMmpEdBrtVBM8+8fSYbWmAAAIIVIaAhja/vGam/f3bf0bcfd2atW1Mt5/azzsPr9Q5+D5YVViNtWNf6WqsH6oaq09NO6UNc2NVxj3APhFIZwECrHTuPc495QWCEmAVB0XFVUWRgyMvBCoRLIWFQSWDolqWXRwahYZOx8MkBS5s0QW0QqILs4qqszRUIJ7thDpNiubPKgy09G82BBCILnDocJ7N/Wahzdo4P+oHwNBH9zihqw1v298NE9Q8V2wIIIBAKggofH9x9QxTZVakTa9Xl3cd6SqyatfMrpRTPlRgNmlWnr0boRqrWf3jc2NVr1Yph2enCCCQhgIEWGnYaZxy+ghURICl6p/wYWveMLRoFUhRA6coAVTpCqTjwVL1atRwp88dZ/Z93p7iMEuh1tYD38V1+qrI8qqzVKlFgBgXH40DLLD8u9Wu2uqtr+bavoIDZV5p/ax6NrLDj2xQm77WK+ekAKtwaQggkO4CM9f/zZ5f9Zeoc/ZpXixvjqzKutb3VxZWY+3cH6Eaq1tNu6h3TTuZaqzK4me/CKSVAAFWWnUXJ5tuAgqwlu9YXTzvUVmBU/gcS95wtnS7Zs43tQQ27N3s5s0qnENrmR08nBfXCWrOLG9CeM2lxYZAJgnsytvtVhF8e8MHpgAr1nZWq142LLe/m5C9bs06sZrzfQQQQCBlBF794l17btVb9u3+yMOhtTrqhZ1/bCPaD6yUcz6Yf8wmzcq3vy4vPTfWCQ2quVUK9VWNaqxK8WenCKSLAAFWuvQU54kAAghUgIA+hLvJ4Lcut39uXxnXHrWaYejqhlrtkA2BIAoo8J29cYFN/2quxVqDVZMdj2j/Ize3VZfG7YPIwTUhgECGCOQdyXcrFv555TTbk78v4lWrSlsrFmpYdGVsf1t52AVZ30eoxhrQTSsVZtnJbRgdUBn27BOBdBAgwEqHXuIcEUAAgUoQyD9a4KqzvDm0vtr9dVxHaVn3hKLVDQsnhW+c3SCux9MYgVQS2Lx/mxsi+Jd188zPc0HzWg3NPcutJMiGAAIIBElA0xG8svYd+9OKN+zwsSMRL21A6zPd/FiqPK3o7UBeYTXWrE+jV2Nd1Cerog/L/hBAIA0ECLDSoJM4RQQQQKAqBL47uKtoqOFyF2x9d2hXXIft2qTD8QnhW/awVFu9Ma6LoXHGCLy/6WN7Z8OHNvfrj2Jec5fG7ewn7Qe6yoMT6zWP2Z4GCCCAQDoLKNhXkPXi6r9EvYzhbc92FVk/yOle4Zc6b0VhNdbuA6VrYQeqGqtPlnVvTTVWhcOzQwRSWIAAK4U7h1NDAAEEkinw5e6NhdVZRVVaBUdL/ya0rPM7s8WpxUMOT2rSKZmXwrERKCHw5e6vXWClCdm3HdxRpk6NajXsgo5DbGhuP9M9zYYAAghkmoDeDyjIevPL2VEvXa+Tqsg6qWnF/rzfX1SNNTtCNVa3E6vbo79gvsFMux+53swWIMDK7P7n6hFAAAHfAv/cvqJ4hcNPd6zx/Tg1bFirfsjqhj2oXolLj8YVIZB/pMANEdSKWwu3LIu5S60e+JN2A21Qbl9rVKt+zPY0QAABBIIu8NmONS7IenfDh1Ev1VuxUKsXVuT23ueF1Vh7DhZWY9WobvbQ5bXt1NwaFXkY9oUAAikuQICV4h3E6SGAAAKpKHDg8KHCyeCLVjjcuHdzXKfZpn7L4uoszZ9VP6tuXI+nMQJ+BT7bsdZmbVzgqq0OHD5Y5sM0j9v5HYbYkNy+1r1pZ7+HoB0CCCCQUQL6+a8g64NN/4h43VpJ+9Ku57mKLC10UVHb3kPHbPKsfJvz2WG7vH+W/XJgrYraNftBAIE0ESDASpOO4jQRQACBVBbYcuC7ojBrmQu2vs/bG9fpnty0c/GE8Kc3Pzmux9IYgXCB3fl77b2vF9r0de+ZAqxY2w9PPMPObfdDG5zb1zRkkA0BBBBAILbA+5v+4VYt/MfWTyM2bpLdyC7ucq79vPNwa5LdMPYOfbaY+/lhG3JyTZ+taYYAAkESIMAKUm9yLQgggECKCKzeta6wQktzaG1dbseOlZ6ANdqpKkDo07JH8ZBDTZzNhoAfgcXbPrO317/vVhKMtbWp38LO7zjETcjersGJsZrzfQQQQACBKAIaUqggK9ovDHLrt7RRnc9xFVm1a2bjiAACCCQsQICVMB0PRAABBBDwK6DfzirIUqC1cueXfh/m2jWt3ajE6obN6zSL6/E0DraAqv/mbPy7vbVurq3fsynmxZ7bboD9uN0PK2Xp95gHpwECCCAQYIE3vpztgqyvdn8d8Sq7NG7vQiytWsiGAAIIJCJAgJWIGo9BAAEEEEhYYG/+/uIw6+Mty2zT/m1x7at9w9bWp8VpRUMOe1h2DebAiAswII0/3LzYVVrN+2ZRzCvq1qSjnd9xsKu2ala7ccz2NEAAAQQQSEzg8NHDbn6sl9bMtK0Hvou4kx4ndLWfdxpuI9oPTOwgPAoBBDJWgAArY7ueC0cAAQRSQ+CbfVsKhxpuKazQ2ldwIK4TO+2EboUVWi17mP7OFlwBVVhpqIqqrb47uKvMC1WwqdDqnLY/tNNO6BpcFK4MAQQQSEGBPfn7bOrad+zF1TNsb8H+iGeon92qxtIvF9gQQAABPwIEWH6UaIMAAgggUGUCK3Z+UVihtWW5aU6jeDaFFn1a9CieEF7VWmzpLXD46BGb+81HNv2rufZxlImCQ6/wjOan2MgOg9yE7LVrMNdKevc+Z48AAukusPXADjes8IXV0+1olPkwB7Q+0w0tPKtVr3S/XM4fAQQqWYAAq5KB2T0CCCCAQOICR44dLZwMfkvhZPBrv18f1840X1bvlj0KQ60WPdx8WmzpIaC50mauf99VWx06nFfmSWtYoCZkP6dtf+vUqG16XCBniQACCGSQgCpoFWS99sVfo1718LZnu4qsH+R0zyAZLhUBBOIRIMCKR4u2CCCAAAJJFdiVt7t4qKGCLf1mN55NKxoqyPKGHGrFQ7bUEdhXsN9mbVxgb30111b4mOz/R61723kdBtnA1memzkVwJggggAACUQX02j517dvuFxTRtgs6DnEVWSc17YQkAgggUEKAAIsbAgEEEEAgbQX0G11XoVU0h9ahI2VX6oRf6OnNTy6eEP7kpp3T1iHdT/yT7Sts+lfv2cz1f4t5Ke0anGj6cDOsbX9rWfeEmO1pgAACCCCQegJLtn3uKrKiLcRRvVp1u6jzj11FVoeGbVLvAjgjBBBIigABVlLYOSgCCCCAQGUILP9udfEKh0u3r4zrEPWz6hZWZxUNOWxTv2Vcj6dxfALbD+60dzZ84KqtNu79NuaDVWl1XvsfmUJHNgQQQACBYAjM37zEBVkLtyyLeEH1s+q5EEsVWa3q5QTjorkKBBBIWIAAK2E6HogAAgggkMoC+UcKbNHWZcXVWev2fBPX6Z5Yr7lb2dAbctiwVv24Hk/jyAIfbl5sb331nr2/6eOYRKqKU7XV0LZnWYOsejHb0wABBBBAID0FNHxcqxYu+25VxAvIqdPUhVg/7zzcmmQ3TM+L5KwRQKDcAgRY5SZkBwgggAAC6SCgih9vqKH+3HHo+7hO+6QmnYqrs85scWpcj830xqqwmrFunpuQfeeh3WVy1K1Z203IPqL9QOvWpGOm03H9CCCAQEYJqCr3lbXvRF20Jbd+q+KKrNo1WWk2o24OLhYBMyPA4jZAAAEEEMhIgS92b3SrG7pQa+tyO3z0sG+HalatxOqGXZt08P3YTGl47Ngxe3fjh67aasm2z2Jedp+Wp9kFHQbb0NyzrFq1ajHb0wABBBBAIJgC+vmhYYUKsr7ZtyXiRXZp3N5VZGl4IRsCCGSOAAFW5vQ1V4oAAgggUIaAJhJXoKVhh5/tWBuXVePsBoUrG7Y4zQVbmTy5+Opd69y8Vqq20jDOsrbmdZq6IYLnth9oucw5Ftc9R2MEEEAg6AL7Cw66IEtDCyNVTd/X5yb7SfuBQWfg+hBAIESAAIvbAQEEEEAAgTCBA4cP2qKi6ixVaPmZZDx0F20bnGh9QiaEr1OzdqCN5aUl0bWS4KpdX8W81iG5/Vxw1a9lz5htaYAAAgggkNkC3x3cVVyRdfDwIYdxVqte9scBd2U2DFePQAYKEGBlYKdzyQgggAAC8Ql8u3978VBDVWntzt8b1w5ObfYvxUMOe+V0j+uxqdxYy6Cr2kqrCcbaOjbKdUMEz20/wJpkN4rVnO8jgAACCCBQQuDrvd+6YYWqypo88G7T0HM2BBDILAECrMzqb64WAQQQQKACBDRMTvNmqTrr4y3L7Fgc+8yqXtO96fZWN+zUKDeORye/qYZx/GXde25uq2hzk3hnqbnCzu842FVbKcRjQwABBBBAoLwC+hnM3JPlVeTxCKSnAAFWevYbZ40AAgggkEICLsjSZPBblvsaQhd66ifUaVI0f1YP96f+nYrb+5v+4aqtPty8OObp9Tihq13QYYj9uN0PrVaNrJjtaYAAAggggAACCCCAQCwBAqxYQnwfAQQQQACBOAT25O8rDrMUam3evy2OR5upIsurzlKlliq2krVpuIYmY1dw9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EKrpY7kJ5mgWlEo1dJMVVERq6S8qqkcs+wGST5fDo8AAkETIMAK6dH169fbpEmTbObMmbZ69Wrr1auXjR492q655hrLycmJu+8T2V9eXp7NmDHDpkyZYgsWLLCsrCwbMmSIjR071gYOHGjVq1cvcR7Hjh2zefPm2fjx423u3Lmu7R133GGDBw8u1VYP/OCDD2zMmDH21FNP2fDhw+O+Jh6AAAIIIIAAAggggAACMQTCV+DzKqM0l5T3d7XJ25d8ynrNzBq0LAqnFEBFGLrnDeOr0zj558sZIIBAxgoQYBV1/dKlS+2GG26wRYsWWdeuXS03N9fWrl1rGzZscEHP5MmTrUuXLr5vlET2p/DqwQcftHvuuccaNGhgPXv2tIKCAlu4cKH7t0IqnWPNmjWLz0Mh1+WXX269e/e2Sy+91GbPnm3PP/+8C6guueSSEud78OBBu/XWW03H0fXUq1fP9/XQEAEEEEAAAQQQQACBjBYosQLft2HD9kKCqQO7ks9Uu2Hh8L2GRcFU/TLmmFKAxYYAAgikgQABlplt377drr/+epszZ4498sgjdtVVV7mQaP/+/TZhwgS77777bNy4cS5cqlMn9vjsRPf38ssv23XXXWcDBgywRx991Nq1a2eqsFq8eLHddNNNtmXLFnvhhResf//+7tZSEHX77bfbp59+as8995y1bt3adu/ebTfeeKP7nqq4GjVqVHwbzpo1y+3/2WefdcdgQwABBBBAAAEEEEAgowVCV+BTRZTmjwodtlf8f1uTz6R5okJDKVVNFU9wHj6kT6NHqiX/nDkDBBBAoAIFCLDM7I033rBRo0bZzTff7EKq7OzsYuI9e/a48EiVTdOmTXOVTrG2RPa3a9cuN1RR1VaRjqPw6cILL7Srr766+BwVlF122WXWqVMnF7x54dr9999vr7/+ur3yyiuumkyb9q+Qrm3btvbAAw+UuMZY18P3EUAAAQQQQAABBBBIGwFvBT6FUe7Lq44KG76n72li9GRu1WscH76nailvKF+0lfiqHx+JkczT5tgIIIBAMgQyPsDKz893c0YpAFJINGzYsFL9oIolVWU9/PDDbgheWVui+1uyZImNHDnShg4d6qqvNGQwdPPCqgMHDtiLL77oqrM0T9fFF1/swre77767uLkCrJdeesmmTp1qp5xyivt/VW4puFKVV48ePZJxr3FMBBBAAAEEEEAAAQQSE/BW4AuvkipRLVUUVuXvT+wYFfkoBVBahc+FUiF/uoqpsDmmah7/5XlFngL7QgABBIImkPEBliqTrrzyStu4caMLfLp161aqjzXP1Nlnn+0qmEIrnSLdDInuT9VSmrPq3nvvdV/VqpUs+fXmr3ryySdt/vz5bhjhjh073PxXqsB66KGHrHbt2u6UwiuwNm3a5K5R4ZyGHNaoUSNo9zHXgwACCCCAAAIIIJBuAlqBr9Tk5hGqpFRBdTAF5pXSBOahVVKh4VRxxVROYUBVq2669QbniwACCKS8QMYHWJqkXcPwtHmVTeG95lU6tWzZ0lUyNWsWfaLDRPenYOy2224rs8pLwZQmeNck7QquvFBrzZo1UefAatiwoU2cONFeffVV97j27dun/E3JCSKAAAIIIIAAAhkhcPSImb6O6c/DhX8v/nfR36P9n3tMyFfxv4v2E/X7UY5Rqn3I+UQ6p/D2UdtEuC5Nhq7gau+25HdzrXolq6RUNeWG8RVVToXOMVW75AiJ5J88Z4AAAghklkDGB1h+wik/bbzbxk/bSG3Cw6lIt2GkNtFWIdSk7hdccEHxMENN7H7ttdeWquzKrNudq0UAAQQQQACB8gkcixKaxApeyghn4gpaDheFPZGCG7/BTFhY5CecKfMcy3FO5esMHh1NoEatwuF7XhBV/Hfv/1oUVkkpnFJVFRsCCCCAQFoIEGAVzSNVVnWVn1AqWQGWVimcN2+ejR8/3ubOnWtDhgyxO++80wYNGmRHjhxxwxE/++wze/rppy0nJ8cWLVrk5sKaMWOG9enTx2655RY3ObxWXWSrBIEv/mY2cXAl7JhdIoAAAggggAACmSRQLSSUCp9bShVTReFUgxyzeidkEgzXigACCGSMAAFWmgdYZd2pixcvdsMjJ0yY4Kqxli9f7ubZ0kqEWs1Q39ecWqrs0gqM4fNuxXoWnHHGGbGaZPz3ezTYbw92/SrjHQBAAAEEEEAAAQQiCew5XMN2FWTZrsM1bVdB+Nfx//++oKYdgxABBOIS0Oc9NgSCJJDxAdbmzZvdfFLaNL/ViSeeWKp/vQqsNm3auLmmmjRpEvUeSHR/CpJuuOEGe+KJJ9xk8ZE2bwihVhLU6oNlbd78WPpz0qRJVq9ePbvvvvts+vTppgnju3btanl5eW5SdwVb0a69rGMQYAXppYBrQQABBBBAAAEEEEAAgSAJEGAFqTe5FglkfICV6KqB0W6fRPeXyCqEZd3Cs2bNsuuuu86effZZGzBggO3evdvNgVWnTh179NFHrUGDwkko9f1x48aZ2vft25dnBQIIIIAAAggggAACCCCAAAIIIJByAhkfYOXn59sdd9xhWgVQIc6wYcNKdZJXHfXwww/brbfeWmYnJrq/JUuW2MiRI23o0KElAibvYF5ll/YfbbVEr61CNFVxtWrVyh588EHLzs62HTt2uEozrUKoa1WQpU2VV1dccYXNnz/f+vfvn3I3KCeEAAIIIIAAAggggAACCCCAAAIIZHyApVvgjTfesFGjRrl5oLzAx7s19uzZYzfddJPNnj3bpk2bZr1794551ySyP4VO11xzjS1cuDDicRSuabJ1zV0Vfo7hJ6RQ6q677rLXXnvNvGF+VGDF7DYaIIAAAggggAACCCCAAAIIIIBAigoQYJnZ9u3bXcXSnDlzXHWSKpJUtbR//343AbrmjtL3QyuXyurPRPenua007E9D/iZOnGgdO3Y0rTKoscsK0TZu3Ghqo+9H2zZt2mRXXnml9evXz523t7qgViSMNgfWihUr3FBCVWyxIYAAAggggAACCCCAAAIIIIAAAqkmQIBV1CMfffSRjR071pYtW+YmOM/NzbW1a9fahg0bbPjw4TZ58mTr0qVLif7zht9FCrcS2Z8Cs/Hjx7svzVHVs2dPKygocFVZ+rf+XxO9e6FU+M2ksEvB1zPPPFM8UXtom5UrV7oKrsaNG9uYMWNM5zh16lQXzF166aVxr0KYajcz54MAAggggAACCCCAAAIIIIAAAsEUIMAK6df169e7FftmzpxpWnmwV69eNnr0aDe0Lycnp9QdUFaApcbx7k+P0cqAM2bMsClTptiCBQssKyvLhgwZ4sK1gQMHWvXq1aPeid5qiQqpNByyWrVqpdouXbrUBWHvvvuude/e3W655RY3NDFaKBbM256rQgABBBBAAAEEEEAAAQQQQACBdBIgwEqn3uJcEUAAAQQQQAABBBBAAAEEEEAAgQwUIMDKwE7nkhFAAAEEEEAAAQQQQAABBBBAAIF0EiDASqfe4lwRQAABBBBAAAEEEEAAAQQQQACBDBQgn2QYsQAAHaZJREFUwMrATueSEUAAAQQQQAABBBBAAAEEEEAAgXQSIMBKp97iXBFAAAEEEEAAAQQQQAABBBBAAIEMFCDAysBO55IRQAABBBBAAAEEEEAAAQQQQACBdBIgwEqn3uJcEUAAAQQQQAABBBBAAAEEEEAAgQwUIMDKwE4PyiUfPXrUFi1aZP/3f/9nc+bMsQ0bNli7du1s6NChdtNNN1mPHj2sWrVqpS53+/bt7jFTp061f/7zn9a1a1cbMWKEe0z79u198SxfvtwuueQSu+uuu+zyyy+P+pj9+/fbs88+a6+88oq9//771qBBAxsyZIjdcMMN7s+aNWv6Ol60RocPH7Z7773XlixZYi+88II1a9asRNMFCxbY2Wef7esY119/vT3yyCNWp04dX+2D0kh99NZbb9lzzz1n8tq7d6/16tXLRo8ebddcc43l5OREvNT169fbpEmTbObMmbZ69Wpfjwnf0axZs+zCCy+0d955x/r375+0vot1H3knlpeXZzNmzLDHH3/c5s6dW+H3czrfUzt27LCXXnrJXnvtNfdc1zZw4EC7+OKLbcyYMVavXr1KuY9Sqe/27NnjXkf1GlLWa0lFPHfS+V6Jdu7Hjh2zVatW2ZQpU4pfV5o2bep+VowdO9bdT9WrVy/1cP0s1D3nPS8LCgrc68m1115r5513nmVnZ8fk8tt34T/T/PzMjXXwZL4Gxzq3dPx+oveR9/qu+08/C7OysmLee4n2XUW8Dwvvm0Rfg0P34/d5kI73RbznXJXvsRO9jyq67xJ97lTE+cfbP7RHIJMFCLAyuffT+Nr1oU0fkO6///7iwEFBg94UKZRSUDR+/HgXFIWGRN988437P4UOeuPdpUsX+/rrr10Acdppp7kPAP369StTZu3atTZu3DhT+PD8889HDbC2bt1qCoUUjuhDiPZ/8OBBW7hwodv/H/7wB/vtb3+bcIglgyeeeMLuvPNOO+uss8odYN1+++3Os1atWml8Z8R36uojfeB+9dVX3T3Ts2dP92FPfaxANNo9sXTpUncfKUBVAJqbm1v8mOHDh9vkyZPdvVXW9tFHH7kPpcuWLbP58+eXK8AqT9/5uY90HXqDpuM89thjxVb6f1ko9NN9qK9oQU18PZNerfX6obBTH/q857quQH27c+dOi3ZPlPc+SqW+0/2h11x9RQvD9eHgzTfftNtuu634Fw56nuiDp163/b4Gp9fd4e9sZaNfdNx4443untHrin5G6QO19zMj0nPsyJEj7ueQXsf0POzbt68LHuJ5XvrpO11F6M8+7/XSew3Qn5F+5sa6+mS+Bsc6t3T8fqL3kcKrBx980O65557i13cFobr3or2fSrTvKuJ9WHjfJPoaHLofv8+DdLwv4j3nqnyPneh9VNF9l+hzpyLOP97+oT0CmS5AgJXpd0CaXr9XudK9e3dXBXPGGWe4aiv9xkjVLPoQkJ+fby+//LINGDDAXaXCI30AV7jwn//5n+7vqhTQGzd9ALj11ltd9daTTz4ZsepGP9z+/ve/u33rg6m2aAFW6If9O+64w32w15tA7WPx4sXuw8aKFSvchzn9dj3eTR9U9GFBIZi2c845J2KAFWu/+q39VVdd5YIbXXeLFi1iPSQw3/cqV+T4q1/9yh544IHiflf/TZgwwe677z47//zz7emnn7bmzZu7a1dIqg/oqvpTiCo/haShj1HAqQ8DkarZdI++/vrr9rvf/c59iNcWKcCKBV0RfRfPfaSqRVV0qFpx4sSJ1rFjR3eKqhj5zW9+YwrkVMV2wQUXxDr1QH3f+429Ki1VDal+9UI83Suq0tT9Ex7qlPc+SqW+27Jli3s9Vf9rixZgeZWr+gCrsPy6665zz5HQ1+02bdq411W/1bBBuZk8mwMHDtijjz5q5557rqu2Cv2ZocA8/GeOQlNVAbds2dI97vTTT3ckX331ld188832wQcf2FNPPeUqhiNtfvsu9D6/8sor3c8f9VX4seJ5DUjWa3BQ7plI15HofaT3Sno+6v2S7iOFp6H3nu4TVXl7lcKJ9l1534dFuuZEX4ND9+X3eRDkeyf02qrqPXai91Fl9F0iz52KOP9Muae4TgQqUoAAqyI12VeVCCiYUiik8EBBwM9//vMSx9WbLpXA683Yv//7v7sPSjVq1LCPP/7YfvrTn7rfUOvDeJMmTYofF/pDKNI+v/32W/vjH//oqk+06UPXtm3bogZYGl71s5/9zH0pYGvYsGGJc3zjjTfsF7/4hQvSVI3gd9N5zps3z30o/sc//uFCFb0hjFaBVdZ+9dt0fRDRGzcNe1IImEmbwqPLLrvMVMGgoV8dOnQocfmhb4r1Zm7YsGHu++q7UaNGuQ+HCqlCh+d4j5k9e7ZNmzbNevfuXbxP3Zfr1q1zoZjCDgWa3n0Ub4BV3r6L9z5SWKLgVqFd+HXpAhUa/+QnP7Ff//rX9tBDD1nt2rUz5lbS8N2RI0dGfF0RwqZNm9zzTKGNnmca2lye+yiV+k6vPXq9/O///m9XxdqqVSvTa2WkAEv3v0Liu+++2wX6eh6EVsfq+/qALCvdQ/qFQqQh4EG9sfTzTD8Lol2794FSP8MUMOj1Q798UXCoQDnSzy3vA1m3bt1K/cyLp+9krqBMoZp+Tiikat26dYmuWLlypV166aUu2A7/+Rqtz6r6NTio907odSVyH+3atctVkKraKtLru3fvXX311cU/8xLtu/K8D4vWf4m+Bmt/8T4PMuEeqsr32IneR5XRd4k8d8pz/plwL3GNCFSWAAFWZcmy30oT0Jutf/3Xf3UfmPRGWUMtwjdv7qfQD1LeDycNu9P/h2/6TbXmGNEHJ1U2eUPp9AZH/6cKpTPPPNN9T4GDqi0iVWApENGHtN///vdumKEXfFQEiHdd+vCisEDVQfpTv32PNAdWtGOG/hZUv51XZU0mfViUi970ql9PPvlke/jhhyNWSyn81JAKr59D39hF61uFU6rK0j61f2/TMClVSvz1r39189IoXFVb3VfxBFgV0Xfx3kfeuSvs1DCn8Oechisp1Dv11FPtmWeeKREOV8R9n8r70BBhvSYowNPzPnwLff3w+rk891Eq9Z1ec6644go3bPI//uM/XP/r9S5SgLV79273OqP7P9Kcb3LTa7rmDNOwQv0SolGjRqnc9RV2bocOHXLhnoYy62da+Hx4oTahr/Xehyf9rFJfnHjiiSXOSdVcqo7UkPm//OUvxdVZahRP36m99/NTr4n6BUr4zwvvPp8+fXqpY5UVPFTla3CFdViK7ijR+8gLgFSB7oWjoZeoalH9skf304svvuiqsxL5+Rl6H8X7Pqws8kReg739xfs8SNGur9DTqsr32IneR4m8hpWFVJ7nTryvYRXaWewMgQwVIMDK0I4P+mWrAkbzzngfpPRmW/NNqYJKQ6+8YYWhDt6Hp/AwSG/M//d//9dN0j1o0CBXcRMebITuRz/8VUWgP703exXlraqrd9991wUkbdu2Lf7AF2+A5f1G9cc//rELUEKr0SrqXNN9P6FBpBdgeX27ceNGtwiAKhvCt0jhqdrosf/zP//jwqs+ffq46gkvGI0nwKqIvov3PgoNYd5++21XiRG6eVVp4eFvut8DFXH+XvWaqla8fi7PfZRKfadqDVWWqfJGC0hEu/flGCsEDW3z3XffueHfnTt3roguCMQ+VE2lBR9U4eT9skIVM/o5p9BPFcJ169Ytda3RflbF03faaVk/87yDem3Udzqn8m4V/Rpc3vMJwuMj3Uf6pYSGmOqXcvqKFk7G88uWSH2nkCDR92HlsY/0GuztL97nQXnOI0iPrcj32GW5RLqPktV3kZ47sfq0rPOP9Vi+jwAC0QUIsLg7AicQOqxCv8VXabz32399wAr/TbQH4OcDVvgb9UgVWF988YV7M6ghaapuUtihDxf6LaE2zVelObA0lLG8VU/RQreyOtUbLqDhYBrSpA9AbKUFNNxPH8w1LFCVEarU8ioe1DpaOOm3TyJV5sTqh8rqOz/n7M25pbBU1RiqRtT23nvvuWFM33//fYk5UmJdS6Z83xsyo/tHFXcaZleR91Eq9V1ZAZb3Gqz5A0OHUobeB95rp55z0dpkyn0Tep0aXqnnnD78q8pPIYOGxavaSXPOlRUcexUm//Vf/xWxQtA7Tll9pzaxKphDw4lo1TXx9l1lvwbHez7p3j7afeT1bXjVcOj1+gkwQ9tH6ruKfh/mtz8ivQZHe2ys54HfYwa5XVW8x/b8It1Hyei7aM+dWP0cz/nH2hffRwCB4wIEWNwNgRLQDxnNZ6QV4kLn6vATTvlp42GV9WbO+0Cpii0NtdJktxraobL7WKskxtsZfj68hu/Tq5bRHFya0D4TV42L5Rw6CX/ofD1+vP200fETCbAqq+/8nLOeW1opTkMfVQUWuqmqTM8JLQbAdlwgdCXS0KG6frz9tNGR/LSrqr4r68OffhOtea90n6iiVXPIhQf43v2t64qnKjHo95wXHqvCStVN3jxqfsIpP23kF+uDuzevY7SqXe+DmiaajxWW+emvqngN9nMeQWoT7T7yE075aeNZRes7P++x/LSJp0+ivQYnIwSJ57xTtW1VvcfW9Ue7j5LRd9GeO2X1U7znn6p9znkhkIoCBFip2CucU0ICoUu0awd//vOf3ZxW2vy8KfLTxjuxst7MecM6VLau0EoTHF900UVu6KG32pZ+k7558+ZyV0D5+fAaihlawZPoCogJdU4aPSh0KW1VN4SuzujH208bccQbYFVm3/k5Z81/pfnA9AE6KyvLTjvtNNOE4pr/SpvmYlMlluZDYitcrVLPcw0dlI0m/PfCYj/eftrI2U+7quq7WCGIVmDVMDht8tACHJrIXa+LeqwqU70VXgmwCp9FWt1z7NixblVBVTapKtQL/vyEU37a6Dix+k6vPxqSr2pULaKi57o39FzDSBX0e6tQljfAqqrX4Ex6nSrrPvITTvlp44UO+qWdvsJ/fvp5j+Wnjd9+K+s1OBkhiN/zTtV2Vfkeu6zXgKruu7KeO9HOJZHzT9V+57wQSEUBAqxU7BXOKW4BfZDWG3Wt4qQJzh9//HHTb4q9N/p+3hT5aeMnwPImRNVqXNEqDbwPFZFWsovn4v18eA3dn7eSlCZr9btSVDznk+5td+7c6YbZaK60ESNGFC8n7l2XH28/bbS/eAOsyuy7WOesDwL68KrQU8OXfve73xWHMfqewgjN7xUe1KT7/ZDo+WuIoIZ1yetXv/qVm+Q9NNiL5e03mPLTrir7LlYIEvrbewX8qlD1KlM1fFBmGnKtid6jDfVOtE/S7XGyksMtt9ziftmhYV6a+zB05UY/4ZSfNn4CLLXRSoNaiU5VVrqfQ0Ns/bw9/fTTXbhV1lC0WP1Qla/Bsc4lCN/3cx/5Caf8tInVd37eY/lp46dfYr0GV3UI4uecU7lNVb7HjnUfVVXf+XnuRDqXRM8/lfufc0Mg1QQIsFKtRzifuAUUBGjpcX2I1lA9/ZZalVehw1O8STxVHRVtbhXvjZOfCYT9DCHUij3RjrVq1SobPXq0O199wNAxNemtV30QilBWJYKfD8LevkKH8JTnA0bcHZQmDwh9w6uKOX1gDF8qXh8ktZKgtkirfoUGCm3atHEVCdEmyI8nwPLbd979UNH3kTe0S2GMXMKHnWrOIlXPKLDJ9Mq+Tz75xA2P8yqKtLqcQvXQrSLvo1ivAYn0nRdEhT91FVhEWoXSaxcrwFI7fSjQZLjevIAFBQXulw0y0xBUhViaqL6s46TJS0rCpxn6YVE7mTRpkptXsXr16iX26U2krGG9+pmkebHCNy/AUkWM2pX3w58CUf3y409/+pOr/tOCFKoQU2Xd66+/7kI2b25I7+dk+DEjrVKpNlX9GpxwB6XJA/3eR6oy1rQLZc1dFmuCfj99l8j7MP0M9hY7CWePVunn5zW4vM+DNLkFKuQ0q/I9tp/7KJG+C32/5ec+8vvcCd9Xec6/QjqLnSCQIQIEWBnS0UG9zNAScS09rjdimiw5fKvo1W/KCrC8D6cachHtQ5i3LLU+cFRVgKWQTKsjfvnll0yQHHaDeCXiCn4UxEQKHfSQ8qweF35PxhNg+e27ygqwvPtdw3LHjBkT8eXE+xCUqeFo6PAK/Qb2P/7jP+w3v/mNGzocvlXkfRQrwEqk7yozwCrrZ5H32qkqIy2SkJOTE9QfXVGvK3ToiSrUIv1CxntweVYhDD8BP+FjWZ0RutqWt9JvPAFWMl6Dg3xzxXMflXcVQr99l8j7MM375jfAiuc1OJEQJMj3S7Rrq8r32H7vo0T6Lp4AK57nTui5lPf8M/H+4poRSFSAACtROR6XdIFNmzbZjTfe6Fb3UzCjCiytkBZti7WKkvfb7LJWdPL2XVaA5f2WUcszv/POO6ZgLXzzKrDatm1bZpVOLORYH15DH+8NbdT5aHXGRo0axdp94L+vN7zz5s2zX/7yl6bQQcHVddddFzF0EEZ+fr4bIqN7SROZDxs2rJSR3yAnngCrsvsu1n0UTwgSq9IjiDeV5nBS4KIhlBpaNWHCBBs1alSpihnv2ivyPkqlvitvCOJNFH7ttde6YZe1atUK4u0S9Zr0s+Pf/u3f3BB4rQ6rKrVu3bpFbe+tZimnSBWh3s8irTgba0hmeftOQ+YVbqvyONoKrZEuJJmvwUG9ueK9j7yfL5pa4NFHH41aMarXrdC+jbfv5F2R78NC+y/e1+BEQpCg3i/Rrquq3mMnch9FOufyvoZpn/E+d/SYijr/TLu/uF4EyiNAgFUePR6bNIHQlWXKqpgJPUFvKeW+ffuWmv9J5cKa20cfvjUMQpMLl7XFmg9CQyz0ISx0BTtvf/phpwBJQUnokuiJYMb68Bq6T28oia5TX+ErgCVy/HR/jLeyjN60RBumE36N3pCsSPOXeUPpFIYqwOzdu3dUongCrMruu1j30fTp092EvPqAKqeGDRuWuC7vup999lkXKJ9//vnpfmv4Pv/QeZ2iDWGOtLOKuo9Sqe9ifYDQh2OFewqKvaG4no1+661fHmiRAA291f2WSVvoilXRhjCHe4QuZx/p55aGamrooUKwWHMexuo7rUCqIcRa3VchRJ06dYpPR88BvUbpF0lauED9G6nyMFJ/JvM1OIj3VyL3kbdAiCr6Iv3c0i9rNERU85/pF4Ve3ybSdxX5Piz0PZW3+nQ8r8GVFYIE4b6qyvfYidxHldF3iTx3dB4Vdf5BuG+4BgSqSoAAq6qkOU6FCWiogoYpaRWkeCaNVmCgx0yePLnERNT6EKA5O/ThadCgQfb0009b8+bNyxVg6TdXejOvVbcUdims0ht+bxVCVY6FL4meCFCsD6+hb/C0hL2+vPlJEjlekB7jTW6t6oTw1b3Kus7Qx+mD3BVXXOHe0OvNjz6cyzjaHC+h+/UbYOnDYWX3Xaz7KHwicC2W4IVYCq/0fNQ56oO3KtCizfsVpPvHu5a1a9e657pW+gtd+TTWtVbUfZRKfRcrBPE+vKryVCH+Kaec4phCnzvRQtJYnun+fQV3+jkxePDgEiufxroumSsMVPWxwmUFTPrlhFYtVMg+c+ZMX6/5sfoudBVULXJx2WWXuQrD8vxMS/ZrcCzbdPx+oveR97gBAwbYxIkTrWPHjq6yRO9h9EtCLa6gNvq+tkT7riLfh5X3NbgyQpB0vGfCz7kq32Mneh9VRt8l8typyPMPwr3DNSBQVQIEWFUlzXEqTKCseX7CDxIeJOjD5rhx49zwL61+1aVLF/v666/dZLSaoFhDN/r16xfzXGNVYGkHKstXUKUVm7xjaaJ4/SZbw4xUjaCJ28tTCRXrw6t3IX7DkpgXHqAGXlWTn0sKD/1C5zrQPDW5ubmme0tDejT0RyGp7q2yNr994redn+uI1sbPfaQ211xzjZuc3FuBTPvTvGEafqmhqarykEembPqAp2oTVVL62cIXZKiI+yiV+i5WCKJKVy24oWG42lQNq2Dfu4cirfzpxzXd23hz3L377rsxL+Wcc85x1U7NmjVzbWWqAF7VvqoklWlWVpYtXbrU/Vv/r6/whRfCDxSr79TeqzTQ65y3gqT+rntQP+PCV/+NdTHJfg2OdX7p9v3y3Eeh8/5o0QktqKAFFlSVpX+rOl0TvXurYJan7yrqfZj6p7yvwYk8D9Ltvoj3fKvyPXZ57qOK7LtEnzsVef7x9hPtEchkAQKsTO79NL12bziTn9OPVAnjraI0depUFybpjbg+OOm3jO3bt/ezW1dVdc8998T8zbaOpWFVr776anGQpeGJGoqhYR3lCa90on4+vKqdN2n0mjVrmMA9bC4rPx0eqWpt/fr1ruJBFQ7qh169ermVJRXy+Jl82m8wVRV95/c+UgCroRpaXVMfZvXBRsMkNd+TKmdifUj2Y51ObXbv3u2GCsvDzxZpRdHy3kep1Hd+QhBV7OjeUdihOa8UfmrVWIX5mXgP6b7x5iDSPFKxtvAAS+3DTRU8KFDWvXneeef5Gs7np+90rPD7NZGfn9pP6Dxwsa5Z36+M12A/x02nNuW9j1SNPmPGDFcdqftBQeiQIUPcKpN6jnqrYFZE31XE+zD1TUW8Bof2sd/nQTrdF/Gea1W9x66I+6ii+i6R547e/3hzovoxZvSDHyXaIOBPgADLnxOtEEAAAQQQQAABBBBAAAEEEEAAAQSSJECAlSR4DosAAggggAACCCCAAAIIIIAAAggg4E+AAMufE60QQAABBBBAAAEEEEAAAQQQQAABBJIkQICVJHgOiwACCCCAAAIIIIAAAggggAACCCDgT4AAy58TrRBAAAEEEEAAAQQQQAABBBBAAAEEkiRAgJUkeA6LAAIIIIAAAggggAACCCCAAAIIIOBPgADLnxOtEEAAAQQQQAABBBBAAAEEEEAAAQSSJECAlSR4DosAAggggAACCCCAAAIIIIAAAggg4E+AAMufE60QQAABBBBAAAEEEEAAAQQQQAABBJIkQICVJHgOiwACCCCAAAIIIIAAAggggAACCCDgT4AAy58TrRBAAAEEEEAAAQQQQAABBBBAAAEEkiRAgJUkeA6LAAIIIIAAAggggAACCCCAAAIIIOBPgADLnxOtEEAAAQQQQAABBBBAAAEEEEAAAQSSJECAlSR4DosAAggggAACCCCAAAIIIIAAAggg4E+AAMufE60QQAABBBBAAAEEEEAAAQQQQAABBJIkQICVJHgOiwACCCCAAAIIIIAAAggggAACCCDgT4AAy58TrRBAAAEEEEAAAQQQQAABBBBAAAEEkiRAgJUkeA6LAAIIIIAAAggggAACCCCAAAIIIOBPgADLnxOtEEAAAQQQQACB/9+OHZsAAAAgDPv/a19w65JdEDKWAAECBAgQIECAQCQgYEXwbgkQIECAAAECBAgQIECAAAECBD4BAetzsiJAgAABAgQIECBAgAABAgQIEIgEBKwI3i0BAgQIECBAgAABAgQIECBAgMAnIGB9TlYECBAgQIAAAQIECBAgQIAAAQKRgIAVwbslQIAAAQIECBAgQIAAAQIECBD4BASsz8mKAAECBAgQIECAAAECBAgQIEAgEhCwIni3BAgQIECAAAECBAgQIECAAAECn4CA9TlZESBAgAABAgQIECBAgAABAgQIRAICVgTvlgABAgQIECBAgAABAgQIECBA4BMQsD4nKwIECBAgQIAAAQIECBAgQIAAgUhAwIrg3RIgQIAAAQIECBAgQIAAAQIECHwCAtbnZEWAAAECBAgQIECAAAECBAgQIBAJCFgRvFsCBAgQIECAAAECBAgQIECAAIFPQMD6nKwIECBAgAABAgQIECBAgAABAgQiAQErgndLgAABAgQIECBAgAABAgQIECDwCQhYn5MVAQIECBAgQIAAAQIECBAgQIBAJCBgRfBuCRAgQIAAAQIECBAgQIAAAQIEPgEB63OyIkCAAAECBAgQIECAAAECBAgQiAQErAjeLQECBAgQIECAAAECBAgQIECAwCcgYH1OVgQIECBAgAABAgQIECBAgAABApGAgBXBuyVAgAABAgQIECBAgAABAgQIEPgEBKzPyYoAAQIECBAgQIAAAQIECBAgQCASELAieLcECBAgQIAAAQIECBAgQIAAAQKfwABjzdBE7EMTbwAAAABJRU5ErkJggg==" width="640" /></div><div style="text-align: left;"><p>Some call-outs when reading this graph: </p><p></p><ol><li>We <i>might </i>be able to ignore solar's abysmal 3.4% utilization in 2021-22, on the basis of it being the first year with any data. In my <a href="http://blog.brahm.ca/2022/07/feedback-opportunity-city-of-saskatoons.html" target="_blank">last post</a>, the City of Saskatoon hinted at utilization of solar PV at ~26% (in reality, would be lower - search "solar capacity factor"). Utilization at one tenth of that is awful. <br /><br /></li><li>Does adding new wind capacity in 2021-22 also skew the reporting? Despite increasing wind generation capacity by 260% year-over-year, SaskPower reports electricity <i>supplied </i>by wind increased by just 180%. The 40% utilization this past year is within historical error bars, and could be due to curtailment, production being out of phase with demand, or just a calmer year.<br /><br /></li><li>We have to demand better, more granular data from SaskPower so we don't have to have all these call-outs. (write your MLA, let's get more transparent data!)</li></ol><p></p></div><p style="text-align: left;"><b><br /></b></p><p style="text-align: left;"><b>SaskPower's Net Income fell through the floor. </b></p><p style="text-align: left;">SaskPower's Net Income this past reporting year was just $11 million dollars, down from $160M last year. </p><p style="text-align: left;">These "modest earnings" were "anticipated" (p9) due to "defer[ring] increasing customer electricity rates in the face of rising cost pressure due to capital spending and higher fuel and purchased power expense." </p><div style="text-align: center;"><img height="396" 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" width="640" /></div><p style="text-align: left;">Questions: </p><p style="text-align: left;"></p><ul style="text-align: left;"><li>Is the "rising cost pressure due to capital spending" due to the "major built-out of intermittent renewable energy," (p15) which are material-dense and energy-dilute? In other words, is the graph above a spurious correlation, or an indication we're accelerating spending capital on projects with poor economic value? <br /><br /></li><li>Does "higher fuel purchased power expense" include the costs of renewables? Or, are private Independent Power Providers? <br /><br />SaskPower deleted a table that was on p4 of the 2020-21 report that broke out PPA (Power Purchase Agreement) capacity vs. SaskPower-owned capacity. The impact is we cannot calculate IPP-delivered energy vs. SaskPower-delivered energy (although, here is a fun fact: over 98% of wind assets in SK are IPP-owned) and related costs. <br /><br />However, we <i>can </i>look at costs aggregated by fuel source: read on. </li></ul><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>We have decent data on fuel and purchased power costs by source. We're missing capital and operating costs.</b></p><p style="text-align: left;">Using data on p80 of the 2021-22 report (and a similar table from the previous years' report), we can visualize the cost category "Fuel and Purchased Power". SaskPower says these costs include:</p><p style="text-align: left;"></p><blockquote>the fuel charges associated with the electricity generated from SaskPower-owned facilities, costs associated with power purchase agreements (PPAs), as well as electricity imported from markets outside Saskatchewan. This electricity is used to serve our company’s Saskatchewan customers, with surplus electricity being sold to markets outside the province when favourable conditions exist (p34)</blockquote><p>Looking at the last two years, we can visualize the significant increase we spend in this category, and it's not all carbon tax: </p><div style="text-align: center;"><img height="396" 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" width="640" /></div><p>Gas is up, coal is up, wind is up (although its footprint doubled year-over-year), and imports are up. </p><p>The above chart shows total fuel and purchased costs per year in millions of dollars. </p><p>When the costs are normalized to the total amount of electricity generated by each source, a different story is told: </p><p></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><img height="396" src="data:image/png;base64,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" style="margin-left: auto; margin-right: auto;" width="640" /></td></tr><tr><td class="tr-caption" style="text-align: center;">(image updated 2022-08-12 - I noticed an embarrassing error in units conversion. Original image showed all costs 1000x too high)</td></tr></tbody></table><p style="text-align: left;">Just for fun, here's the same dataset inverted to visualize how the amount of electricity we can generate for every million dollars of fuel and purchased power spend. </p><div style="text-align: center;"><img height="396" src="data:image/png;base64,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" width="640" /></div><p style="text-align: left;">The takeaway is it's terrifically expensive per unit of energy to purchase imported energy, buy from small IPPs, and buy from solar providers. </p><p style="text-align: left;">(not that we shouldn't do <i>any </i>of these things. An example: the City of Saskatoon's landfill gas plant is a small IPP that valuably combusts waste gasses that are worse for the atmosphere than CO2, and is trending towards breaking even on its electricity sold back to the City) </p><p>Caveats to this analysis:</p><p></p><p></p><p></p><p></p><ol style="text-align: left;"><li>Fuel and Purchased Power does not factor in Operating, Maintenance, and Administration costs (which are another $700M, and are not broken out by generating source or plant). Where can we get this data? <br /><br /></li><li>Fuel and Purchased Power does not include any capital expended by SaskPower to build generating assets. Where can we get this data? <br /><br /></li><li>Numbers may be misleading for just 12 MW of solar capacity in the province in 2021-22. We will have to monitor this closely. </li></ol><div>I would love better data on capital and operating costs to understand what it costs to build, operate, and generate reliable electricity in this province. </div><p style="text-align: left;"><b>The question for the future is</b>: What will Saskatchewan replace our cheap, dispatchable, stable, dirty, bad, base-load coal with? What happens to total fuel costs (and costs per kWh) when coal is off the table? If the solution is "more wind," what dispatchable source do we build up in parallel? How much more cheap hydro do we have access to? Do wind and gas costs rise or fall when they're more coupled and interdependent in the future? </p><p style="text-align: left;"><br /></p><p style="text-align: left;"><b>What does the future hold for Saskatchewan and what does it mean for our utility bills - and the climate? </b></p><p style="text-align: left;">Here are some more tidbits from the 2021-22 report and questions I'd like to learn more about: </p><p style="text-align: left;"></p><ul style="text-align: left;"><li>More gas incoming: Great Plains (Gas) Power Station will deliver 377 MW of generation capacity in 2024 (p45)<br /><br /></li><li>A 100 MW solar facility is planned for the Estevan area (p14 - no date given), built for SaskPower by a private sector partner. Three more 10 MW installations are planned (by IPPs) between 2022 and 2024 (p45)<br /><br /></li><li>Another 200 MW of wind is coming online in 2024: Bekevar Wind Energy Facility. <br /><br /></li><li>190 MW of additional hydro capacity from Manitoba should be online by 2024 (p45)<br /><br /></li><li>The Audit & Finance Committee notes mention SaskPower's "10-year generation supply plan" (p106). Where is this plan? Should it be publicly available? I've emailed SaskPower to ask for a copy. <br /><br /></li><li>What are the dependencies and relationships between SaskEnergy and SaskPower? Topical this week was a <a href="https://www.cbc.ca/news/canada/saskatchewan/saskenergy-proposes-17-hike-to-residential-natural-gas-bills-1.6517278" target="_blank">proposed 17% customer rate hike</a> over the next year and a bit. I have started reading and hope to have a post up in the next month. <br /><br /></li><li>SaskPower is assessing the feasibility of a 300 MW Small Modular Reactor (SMR) for commissioning "as early as" 2034. </li><ul><li>Why not earlier? </li><li>Why only 300 MW when there's 1200 MW of coal to be retired by 2030? <br /></li></ul></ul><div></div><p></p><p style="text-align: left;">I have another post in the works where I will start exploring possible answers to the question of what happens when coal goes away in this province. </p><p style="text-align: left;">I'll give you a hint: think of an energy source that generates a zero-carbon, stable base load with a fuel can be stockpiled on a small generation site for years in advance. </p><p style="text-align: left;"><br /></p><p style="text-align: left;">As always: open to constructive feedback and corrections! <br /><a href="https://docs.google.com/spreadsheets/d/1DtMIEkzFb6K6p1BPwTZW5_7NHpRdnD5XWa1YHvwUGfs/edit?usp=sharing" target="_blank">Data and calculations</a>.</p><p style="text-align: left;">2022-08-12: Updated the 7th image in this post correcting a units conversion error. </p><p></p>Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com0tag:blogger.com,1999:blog-6835776463130464454.post-3979386289594770692022-07-02T19:04:00.007-06:002022-07-08T16:05:45.680-06:00Feedback Opportunity: City of Saskatoon's Renewable Energy Strategy Survey<p style="text-align: left;">Reducing carbon emissions in Saskatoon or lowering utility costs: can we have both? Read on... </p><h3 style="text-align: left;"><b><u>The Survey</u></b></h3><p>The City of Saskatoon is consulting with citizens on its <a href="https://www.saskatoon.ca/engage/renewable-energy-strategy" target="_blank">Renewable Energy Strategy</a> which will be presented to City Council in 2022. I received an email to provide input via a survey. Let's do some homework, then come back to the survey. </p><p>The Renewable Energy Strategy is anchored by Saskatoon's <a href="https://www.saskatoon.ca/sites/default/files/documents/low_emissions_report-aug8_web.pdf" target="_blank">Low Emissions Community Plan</a> (PDF), published in 2018. Let's highlight a few stated objectives and benefits from the Plan. </p><p>Lots of jobs and reduced expenses for residents: </p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEhPfLgFttVKVlJMwjjJaRRpHFeDYlCKZgH1YMnAzyXHwpWdvQzXYvckC0kPAyeN3Zi3Dm5cD_7Ok8Jvb0muP-Q0dXluJlmXqXrjbtlLNnn-4xxgmegHh0l9v4gfJQYdv7lJaACB4YyOSolnhSQaVpJOkpn48FeoAeMnWsYggLF960Zj4ODo0S70q1dKog" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="522" data-original-width="1047" height="200" src="https://blogger.googleusercontent.com/img/a/AVvXsEhPfLgFttVKVlJMwjjJaRRpHFeDYlCKZgH1YMnAzyXHwpWdvQzXYvckC0kPAyeN3Zi3Dm5cD_7Ok8Jvb0muP-Q0dXluJlmXqXrjbtlLNnn-4xxgmegHh0l9v4gfJQYdv7lJaACB4YyOSolnhSQaVpJOkpn48FeoAeMnWsYggLF960Zj4ODo0S70q1dKog=w400-h200" width="400" /></a></div><div class="separator" style="clear: both; text-align: center;">(p6, Executive Summary. Click for big) </div><p></p><p>And lower utility bills for residents and businesses: </p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgrYQMFxQBe0CYeJJe4g703yNOXCLVyKybsKRIrXBgJo1KpMeF91ZzykyYtKCL2OlXLzOZ2mQebyHvoPAJ5-WNy8c0rAXwSUWQd-41xBkIBZMwxhW1fUQWM0GbGCjLJjlLHBpOw882-JCUXR9OSYdsrEZfE44XZ7h6v0ktRh60HInAWz0VWu_dKe0dLZA" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="273" data-original-width="1047" height="104" src="https://blogger.googleusercontent.com/img/a/AVvXsEgrYQMFxQBe0CYeJJe4g703yNOXCLVyKybsKRIrXBgJo1KpMeF91ZzykyYtKCL2OlXLzOZ2mQebyHvoPAJ5-WNy8c0rAXwSUWQd-41xBkIBZMwxhW1fUQWM0GbGCjLJjlLHBpOw882-JCUXR9OSYdsrEZfE44XZ7h6v0ktRh60HInAWz0VWu_dKe0dLZA=w400-h104" width="400" /></a></div><div class="separator" style="clear: both; text-align: center;">(p20, Benefits of a Low Emissions Community. Click for big)</div><p>Jobs <i>and</i> lower costs for residents? That's great! Right? </p><p>When you click on the recent survey link (which is <b>available until July 12</b>, 2022 on the <a href="https://www.saskatoon.ca/engage/renewable-energy-strategy" target="_blank">Renewable Energy Strategy Engage page</a>)<b> </b>the first question is "what is your level of support for the following city-led initiatives?"</p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEiqy4yL-_BW_HO-KvSTanz9GXxhE8j2qxzFhopfDmjXAjy1vWRO5R1_dYfca5GxSwQcx2pBt1OGZQzMqhbTZbkePhIY_Jp-3m98WIJnwBIx9H_VmX92Q6N4lLC2Qn4oOGFWcJCXj-JMd2S2fPzJKJxXDsNMr1VHl3U44Vdrzeqi_VKSzhyaSD_pH7rQog" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="625" data-original-width="923" height="271" src="https://blogger.googleusercontent.com/img/a/AVvXsEiqy4yL-_BW_HO-KvSTanz9GXxhE8j2qxzFhopfDmjXAjy1vWRO5R1_dYfca5GxSwQcx2pBt1OGZQzMqhbTZbkePhIY_Jp-3m98WIJnwBIx9H_VmX92Q6N4lLC2Qn4oOGFWcJCXj-JMd2S2fPzJKJxXDsNMr1VHl3U44Vdrzeqi_VKSzhyaSD_pH7rQog=w400-h271" width="400" /></a></div><div class="separator" style="clear: both; text-align: center;">(from "Follow-up On What We Heard - Renewable Energy Strategy" survey, June 27 to July 12. Click for big)</div><p style="text-align: left;">Lots of these initiatives <i>seem like </i>positives. Saskatoon's landfill gas capture power generation system has been marketed to citizens as a big green-energy win, with a 9-year payback (<a href="https://www.saskatoon.ca/services-residents/power-water-sewer/saskatoon-light-power/sustainable-electricity/clean-power-generation-initiatives" target="_blank">source</a>, see FAQ section). Solar is good (right?). </p><p style="text-align: left;">However, <b>Question Three</b> on the survey is essentially, "<b>how do you want to pay for this</b>?"</p><p style="text-align: left;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEiLQMM-cUHHZfFlkqkaY6DGdYakEfapTMgk5RFZdUJcZU9i7a2eSB3pBZngCUS9YsnFEWULAH1rDo7q70JX3LWUbHgNPtQuuO1YySgCEP7Pmw-ejx3k0X2rob3bWbGjq84GTbVIB99bH6B_7gkKyR0yZbI86jdeJz1hCCBum4nbb0732ZffQANWM7FzbQ" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="334" data-original-width="1385" height="96" src="https://blogger.googleusercontent.com/img/a/AVvXsEiLQMM-cUHHZfFlkqkaY6DGdYakEfapTMgk5RFZdUJcZU9i7a2eSB3pBZngCUS9YsnFEWULAH1rDo7q70JX3LWUbHgNPtQuuO1YySgCEP7Pmw-ejx3k0X2rob3bWbGjq84GTbVIB99bH6B_7gkKyR0yZbI86jdeJz1hCCBum4nbb0732ZffQANWM7FzbQ=w400-h96" width="400" /></a></div><div class="separator" style="clear: both; text-align: center;">(from "Follow-up On What We Heard - Renewable Energy Strategy" survey, June 27 to July 12. Click for big)</div><p style="text-align: left;">The options are we "<b><i>may need to</i></b>" do one (or more) of the following: </p><p style="text-align: left;"></p><ul style="text-align: left;"><li><b>Increasing property taxes</b></li><li><b>Increasing utility rates</b></li><li><b>Borrowing </b>through low-interest loans [BN: how are these paid back? My guess is property taxes and/or utility rates] </li><li>None of the above</li></ul><p></p><p></p><p style="text-align: left;">Conclusion: The City is dropping some strong hints that this group of renewable energy projects will fail to reduce utility rates. </p><p style="text-align: left;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjT77HfU8G8QbMiQDQ9x7q-9YXPhWt4WSEvF_qFCiZCEGvI50E3hClHYxI-Wsc2hZyCZ3pJQucKQNBpj7-OVLytR8DAopniyYW46wMJoWH2uy8OLu_ZjINOPbzJZo2KozqEJXR9kEhvKJvLCpih1asX6Tz-KoLqCilo6lh11aSPxO1HYsARfJcvSJqLbA" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="500" data-original-width="500" height="400" src="https://blogger.googleusercontent.com/img/a/AVvXsEjT77HfU8G8QbMiQDQ9x7q-9YXPhWt4WSEvF_qFCiZCEGvI50E3hClHYxI-Wsc2hZyCZ3pJQucKQNBpj7-OVLytR8DAopniyYW46wMJoWH2uy8OLu_ZjINOPbzJZo2KozqEJXR9kEhvKJvLCpih1asX6Tz-KoLqCilo6lh11aSPxO1HYsARfJcvSJqLbA=w400-h400" width="400" /></a></div><br />The question to explore: <p></p><h3 style="text-align: left;"><b><u><i>Why </i>might (some of) these City-led renewable energy initiatives fail to meet (some of) the objectives of the Low Emissions Community Plan, resulting in increased property taxes and utility rates for citizens?</u></b></h3><p style="text-align: left;">Let's hypothesize and/or investigate why these initiatives would increase costs, one initiative at a time. </p><p style="text-align: left;"></p><ul><li><b>Landfill Gas Capture</b>. Until this afternoon, I thought this project was a green-energy win with its 9-year payback. Then I found <a href="https://pub-saskatoon.escribemeetings.com/filestream.ashx?DocumentId=159171" target="_blank">this memo</a> suggesting the 9 years (from 2014) payback is now 30+ year payback due to lower-than-predicted gas volumes, maintenance costs and expensive contractors, unreliable equipment, and operational challenges (see also: <a href="https://www.saskwastereduction.ca/assets/upload/pdf/events/reforum2014/schmidt-cos-landfill-gas-to-energy-537e22933a3ef.pdf" target="_blank">this PDF slide deck</a> showing maintenance challenges like condensate lines frozen shut in winter). <br /><br /></li><li><b>Combined Heat & Power</b>. Skip: I haven't read anything on this. <br /><br /></li><li><b>Utility-scale solar pilot</b>. What I like: "Utility scale" - <a href="https://www.saskatoon.ca/sites/default/files/documents/corporate-performance/communications/Engagement/2022.06.27_-_res_updates_and_other_considerations.pdf" target="_blank">the companion doc</a> from the survey says the plant is 2.2 MW. What I don't like: Solar, specifically PV (photovoltaic) solar (in contrast to concentrating solar, which are just big mirrors). Why would this increase utility rate and taxes? <br /><br /></li><ul><li>Solar is low energy density. <a href="https://www.saskatoon.ca/sites/default/files/documents/corporate-performance/communications/Engagement/dundonald_ave_solar_farm_public_presentation_june_22_2021.pdf" target="_blank">This City PowerPoint PDF</a> says 14 acres of land will be used. <a href="https://ourworldindata.org/land-use-per-energy-source" target="_blank">This page</a> on Our World In Data helps illustrate how many meters-squared of land is used by different energy sources. If Saskatoon continues to build out utility-scale solar in City limits, we use up valuable land that could have been put other productive or social-good uses. We will spend more time and materials maintaining a relatively large footprint with a relatively low impact. <br /><br /></li><li>Solar is intermittent. Solar needs to be backed up by dispatchable energy (e.g. gas, coal, hydro). The Background tab on the <a href="https://www.saskatoon.ca/engage/renewable-energy-strategy" target="_blank">Engage page</a> says Saskatoon is "ideal" for solar with 2,260 hours of bright sunlight per year. I interpret this as the effective utilization of a solar panel is ~26%. While the project documents talk about an 11-year payback and "cost neutral to ratepayers" (PowerPoint linked above), I hypothesize the City has not accounted for rising rates from SaskPower over the next decade(s) as the utility struggles to integrate renewables into their grid (<a href="https://www.goodreads.com/book/show/26073005-the-grid" target="_blank">book rec</a>), and manage rising costs of natural gas and carbon (see my <a href="http://blog.brahm.ca/2022/06/things-i-learned-and-questions-im.html" target="_blank">last post</a>). <i>If Saskatoon wants to pay for solar, they also have to want to pay for dispatchable energy to be on standby</i>.<br /><br /></li><li>The life of the plant is 30 years. I have not seen (but have not looked for) a decommissioning and/or recycling plan for these panels which are full of heavy metals and circuitry fused into glass and silicon. Is it illogical to think that in the future we will impose thorough (and expensive) requirements for decommissioning and recycling solar PV panels? <br /><br /></li></ul><li><b>Rooftop solar on City buildings</b>. All of the points about the utility-scale solar above, multiplied by project management, engineering, planning, permitting, and installation costs for dozens of city buildings instead of one large utility-scale site. Capital cost per MW of generation capacity skyrockets. Operating and maintenance costs per installed panel go up (think: electrician travel time and per-building delays). That hits your utility bill. <br /><br /></li><li><b>Solar at the Wastewater Treatment Plant</b>. I've covered solar enough. <br /><br /></li><li><b>Biogas use at the Wastewater Treatment Plant</b>. This is the one item on the list I'm cautiously optimistic for. Biogas, like the Landfill gas project, should be a dispatchable (steady) source, or at least less intermittent than solar. The plan (see <a href="https://www.saskatoon.ca/sites/default/files/documents/corporate-performance/communications/Engagement/2022.06.27_-_res_updates_and_other_considerations.pdf" target="_blank">companion doc</a>) is to use biogas for heating at the WWTP, which would offset natural gas usage. It may also be used for electricity generation. <br /><br /></li><li><b>Purchase renewable energy credits through SaskPower</b>. It should be obvious why this would increase utility rates and/or property taxes. This is a straightforward payment of cash to the provincial utility with nothing <i>tangible</i> returned to the City.<br /><br /></li><li><b>Renewable energy storage</b>. Pro: Adding a battery and limiting it to only storing renewably-generated energy would increase the effective utilization of renewable energy sources like solar and landfill gas. Con: Limiting the battery to charging on renewable energy may constrain useful functionality, e.g. charging the battery from grid/gas when it's dead may help mitigate local grid blips or brownouts. I suspect a high cost per MW/MWh at the scale the City might investigate. SaskPower is already investigating this at "grid scale" (see my <a href="http://blog.brahm.ca/2022/06/things-i-learned-and-questions-im.html" target="_blank">last post</a>) - maybe we should wait and see the results. </li></ul><div></div><p></p><h3 style="text-align: left;"><u>Is this guy against renewables? Get him!</u></h3><p style="text-align: left;">I am not opposed to renewable energy. I am a huge and growing fan of zero-carbon energy and decarbonization in general. Renewable energy has a role to play in our energy systems. </p><p style="text-align: left;">But...</p><p style="text-align: left;">I am <i>generally </i>opposed to (but open to exploring) small-scale renewable energy projects. As David C. MacKay writes in <a href="https://www.goodreads.com/book/show/4070074-sustainable-energy---without-the-hot-air" target="_blank">Sustainable Energy - Without The Hot Air</a>, "every BIG helps!" Let's maximize the value of the time, energy, money, and raw materials by looking for big changes with big impacts. </p><p style="text-align: left;">I am <i>mildly </i>opposed to, perhaps <i>hesitant</i> is a better word, the idea of municipalities executing their own strategies for sourcing and generating energy. <a href="https://www.goodreads.com/book/show/26073005-the-grid" target="_blank">The Grid</a> by Gretchen Bakke had a powerful idea which I'll paraphrase: grids are best run on a socialism model. They should be owned by the people and serve the widest public good, which should be delivering reliable, low-cost energy. Since energy sources added to any part of our provincial grid impact every other part of it (and every ratepayer), the more centrally and systematically our grid is managed, the better. Like healthcare. (compare and contrast to dysfunctional grids and health care systems in the USA running on free-market models - also covered in Bakke's book). The people of Saskatchewan should be having this conversation at the provincial level. </p><p style="text-align: left;">I am <i>strongly </i>opposed to deploying <i>intermittent</i> renewables like solar PV under the guise that they will lower utility rates and/or property taxes to ratepayers. I am not convinced this is doable (I've seen too many cost/benefit analyses with a positive benefit dragged 20 years into the future in Excel, missing risks, operations & maintenance costs, etc., to trust projections). Again: if we want to pay for solar (or wind, etc.) we <i>have to also want </i>to pay for <i>dispatchable</i> energy, or expensive energy storage like batteries, to be on standby. Paying to maintain and operate two parallel and redundant sets of infrastructure means costs go up. </p><p style="text-align: left;">The point is: we have to have a conversation about if we care MORE about reducing emissions (undoubtedly good) than we care about the costs of building and operating intermittent renewables and/or small energy projects that don't benefit from size/scale, and increase our utility bills, and increase energy poverty. What is the best environment/energy value per time or dollar spent for citizens of Saskatoon? Is municipal the right jurisdiction to build energy projects? What and where should our focus be, municipally and/or provincially? </p><p style="text-align: left;">I don't want to say we shouldn't also make small changes, innovate, and get experience with new technologies. But we should be really, really sure they are changes in the right direction. If the LECP was trying to deliver lower costs and reduced energy poverty, this recent engagement survey signals we are not moving in the right direction. </p><p style="text-align: left;">Last idea for now. Take a look at Page 12 of the <a href="https://www.saskatoon.ca/sites/default/files/documents/low_emissions_report-aug8_web.pdf" target="_blank">Low Emissions Community Plan</a>. The two most impactful initiatives Saskatoon can undertake to reduce carbon emissions, which are <i>an order of magnitude higher impact </i>than everything else on the list, are procuring renewable energy and renewable gas from third-party producers. Every other initiative is peanuts in comparison. </p><h3 style="text-align: left;"><u>Call To Action</u></h3><p style="text-align: left;"></p><ol style="text-align: left;"><li>Check out these resources:</li><ul><li>Renewable Energy Strategy <a href="https://www.saskatoon.ca/engage/renewable-energy-strategy" target="_blank">Engage Page</a> </li><li><a href="https://www.saskatoon.ca/sites/default/files/documents/low_emissions_report-aug8_web.pdf" target="_blank">Low Emissions Community Plan</a> (120 pages) from 2018. </li><li>Renewable Energy Strategy <a href="https://www.saskatoon.ca/sites/default/files/documents/corporate-performance/communications/Engagement/2022.06.21_-_phase_2_wwh_report_-_renewable_energy_strategy_final.pdf" target="_blank">Engagement Summary</a> (35 pages) published June 27, 2022</li></ul><li>Review the <a href="https://www.saskatoon.ca/sites/default/files/documents/corporate-performance/communications/Engagement/2022.06.27_-_res_updates_and_other_considerations.pdf" target="_blank">Updates and Other Considerations</a> (6 pages) document to prepare for the survey</li><li><b>Complete the survey linked on the <a href="https://www.saskatoon.ca/engage/renewable-energy-strategy" target="_blank">Engage Page</a> before July 12, 2022</b>. </li></ol><p style="text-align: left;">Fill out the survey however you want, but if you're supportive of the renewable energy projects in Question 1, I hope you signal your support for paying for them in Question 3. </p><p></p><p style="text-align: left;"><b>Closing Note</b></p><p style="text-align: left;">I've cited sources, provided links, and used words like "hypothesize" to indicate uncertainty where I've done less homework and reading. I'm committed to learning more about decarbonization so leave me a comment (moderated/delayed due to platform spam) or a tweet with constructive feedback or corrections. </p><p style="text-align: left;">2022-07-08: Minor updates for clarity.</p><p></p><p></p>Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com0tag:blogger.com,1999:blog-6835776463130464454.post-60310430145023366222022-06-26T18:12:00.002-06:002022-07-13T09:56:08.692-06:00Questions and learnings from reading SaskPower's annual report (2020-21)<p>Over the last few years I have become more fascinated by energy and energy issues. I've read a bunch of books (<a href="https://www.goodreads.com/review/list/5672051-brahm?shelf=energy-enviro-nuclear" target="_blank">here's my list and queue</a> on the topic of energy), tuned into some great podcasts like <a href="https://decouplemedia.org/" target="_blank">Decouple</a>, and even made a career change to be closer to the energy sector. </p><p>I have not seen a terrific amount of dialogue about energy in Saskatchewan. That may due to channels I'm plugging into (or not). To learn more, I read SaskPower's <a href="https://www.saskpower.com/about-us/Our-Company/Current-Reports" target="_blank">2020-21 Annual Report</a>. These are some of the things I learned and some questions I think are worth asking. Any page numbers I mention refer to the 2020-21 report PDF.</p><p>(update 2022-07-13: See <a href="http://blog.brahm.ca/2022/07/saskpowers-2021-22-annual-report-more.html" target="_blank">my updated post on the 2021-22 report</a>)</p><p><br /></p><p><b>0. Background terms</b></p><p>Two related but critically different units in energy are the watt and the watt-hour. Watts (W, kW, GW) represent a <b>rate</b>, whereas watt-hours (more commonly kilowatt-hours; Wh, kWh, GWh) represent a <b>quantity</b>. </p><p>Little example: if you have a 60 watt light bulb turned on for one hour, the light consumes at a constant rate of 60 watts, for a total energy consumption of 0.06 kWh. </p><p>Big example: SaskPower's peak load was 3,722 MW (instantaneous production/consumption), their total generating capacity is 4,987 MW, and they supplied 24,634 GWh of energy in 2020-21. </p><p><br /></p><p><b>1. Did you know we're not a coal province, we're a gas province? (but we still burn coal) </b></p><p>There's a trope in Saskatchewan when talking about electrification (of cars, appliances, heating, etc.) that when you electrify something, it's "coal-powered." <i>Nice EV you've got there, did you know it runs on coal? </i></p><p>I was surprised to learn that 43% of the province's generating capacity is natural gas, compared to 31% coal (page 6). By 2025, this is forecasted to be 40% gas, 21% coal, with wind making up much of the difference. </p><p><br /></p><p><b>2. Given SaskPower is going big on wind power, why aren't they clear about wind utilization?</b></p><p>On page 2, two new wind projects (Golden South Wind Energy Facility and Blue Hill Wind Energy Facility) are discussed, adding a combined 375 MW of generating capacity to the province's grid this year. This will more than double previous wind generation in the province. By 2025, they estimate 15% of the province's generating capacity will be wind (approx. 900 MW). </p><p>(Just for a sense of scale, the Queen Elizabeth (gas) Power Station in Saskatoon is listed at 623 MW)</p><p>The utility is not clear about the <i>utilization </i>or <i>capacity factor </i>of wind assets. On p117 there are tables that let us calculate a rough estimate of utilization. See <a href="https://docs.google.com/spreadsheets/d/1P1x56XuFqiOOs9WP3XXj0ANxgy-IYcprV1k7BrHKJBE/edit?usp=sharing" target="_blank">this spreadsheet</a> for my futzing around. </p><p>In the first two columns are data from p117. Columns F and G calculate the theoretical energy (GWh) that each source could generate if it were running at 100% utilization, 24/7/365, which are scaled by multiplying by peak load (3,722 MW) over total generating capacity (4,987 MW). This scaling is done because we can't run at 100% utilization all the time; electricity supply must always equal demand. </p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjwQQJX_pxFVrht8INaOKRv15GAE6Xs0CKpwk9lNci2-8O9qW13pMYqjjcplkQ9xhlu1Ez-3TCHPsR0zfszYLXbYFWoDVbkNwHaj5o15quj47DaV2IFoP_1VE_sjQO3PFzqP7E_XMlkG23zfo9w7oQOcXwewjgTmG5I2dm1nibb-hxELouUvdqVkXR4Pw/s767/spreadsheet.PNG" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="320" data-original-width="767" height="168" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjwQQJX_pxFVrht8INaOKRv15GAE6Xs0CKpwk9lNci2-8O9qW13pMYqjjcplkQ9xhlu1Ez-3TCHPsR0zfszYLXbYFWoDVbkNwHaj5o15quj47DaV2IFoP_1VE_sjQO3PFzqP7E_XMlkG23zfo9w7oQOcXwewjgTmG5I2dm1nibb-hxELouUvdqVkXR4Pw/w400-h168/spreadsheet.PNG" width="400" /></a></div><p></p><p>Let's visualize the top four power sources in chart form: </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiftuWr42TSH7dk2_LBD1Yk2skL84wTz1UdUAp_Eazp2FFiXGm6SRKwze86m1p8tM31Bz-BvWWu-9CcHmRAn9yeVv56HjFfcA--w5lUsp4-j1stKNMZX-3rjCFy4HsaKMLf4tTs_Sbxae3XsVLGTJpR-3B1DIu1rrSZ-epu3JJyQZb3TdLb0vBpzQ2JJQ/s430/chart.PNG" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="378" data-original-width="430" height="281" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiftuWr42TSH7dk2_LBD1Yk2skL84wTz1UdUAp_Eazp2FFiXGm6SRKwze86m1p8tM31Bz-BvWWu-9CcHmRAn9yeVv56HjFfcA--w5lUsp4-j1stKNMZX-3rjCFy4HsaKMLf4tTs_Sbxae3XsVLGTJpR-3B1DIu1rrSZ-epu3JJyQZb3TdLb0vBpzQ2JJQ/s320/chart.PNG" width="320" /></a></div><p>Conclusions and speculations from this chart (recall, this is 2020-21 data): </p><p></p><ul style="text-align: left;"><li>Coal is the province's stable base load, running at the highest overall utilization (even though more generation capacity and electricity supplied is from gas)</li><li>Wind is the least utilized source relative to its generating capacity (perhaps predictable, due to its intermittency) </li><li>Hydro is lower than I expected but perhaps like gas, it is more easily dialed up and down to handle variability in demand (customers) and supply (intermittent renewables). There are also seasonal considerations in managing water levels of dams</li></ul><p></p><p>Why does utilization matter, both for the climate and our energy bills? </p><p>One of SaskPower's corporate metrics (M17, see p30) is Renewable Generation Portfolio (%), or how much power <i>generation capacity</i> comes from wind (and solar, hydro, biomass, waste heat, flare gas, landfill gas). However, what's more important than capacity is utilization! The numerator (actual electricity supplied) is more important than the denominator (theoretical capacity if the wind never stops blowing) for keeping our fridges running.</p><p>My peak-adjusted utilization numbers aren't perfect but are useful for asking questions like this. SaskPower should publish utilization data, and even better, supply live demand and capacity data <a href="http://ets.aeso.ca/ets_web/ip/Market/Reports/CSDReportServlet" target="_blank">like the province of Alberta</a>. </p><p>Clarity around capacity factors and utilization for renewable sources are important. If 15% of our <i>generation capacity</i> by 2025 comes from wind, what does that translate to in <i>electricity supplied</i>? Weighing costs, intermittency, and climate goals, is it worth it? </p><p><br /></p><p><b>3. The province is phasing out coal by 2030. Is natural gas enough to carry this province? </b></p><p>"Renewable power holds a central place on the roadmap to our province’s cleaner energy future. In the years ahead, wind and solar generation will play increasingly larger roles as generating options. As we phase out conventional coal-fired facilities in Saskatchewan by 2030, <b><i>SaskPower will rely on natural gas generation to back up intermittent renewable generation until other emissions-free baseload power options are proven reliable, cost effective and available for our geographic region</i></b>." (p11, emphasis mine) </p><p>I didn't realize coal was being phased out. This is exciting from an environment standpoint. </p><p>It is <i>maybe</i> slightly concerning from an energy security standpoint. Natural gas is dispatchable in the sense that power generation can be ramped up and down quickly to meet supply, but it's dependent on gas being in the pipe and flowing to the plant. Three of coal's redeeming factors: One, a great big pile of it can be stored on-site to buffer supply and demand, two, it's low-cost (in dollars, not climate impacts), and three, we have a lot of it in the ground in Saskatchewan. </p><p>I did a bit more reading and learned that SK is Canada's third-largest natural gas supplier (<a href="https://publications.saskatchewan.ca/api/v1/products/81269/formats/93225/download" target="_blank">source</a>) and there are underground caverns all over SK and AB where gas is stored to buffer supply/demand (<a href="https://www.cer-rec.gc.ca/en/data-analysis/energy-markets/market-snapshots/2018/market-snapshot-where-does-canada-store-natural-gas.html">source</a>). So maybe shutting down coal is not a big deal in the grand scheme of things. </p><p>Once coal ramps down, we're dependent on the flow (and cost) of gas for energy security, plus the 20% of generating capacity that comes from hydro.</p><p>The longer-term nuclear and geothermal options for the province are very appealing from an energy security standpoint, where fuel is either stockpile-able for years or functionally infinite. </p><p><br /></p><p><b>4. Is it widely understood that renewables need to be backed up with gas? The utility is quite blunt about this.</b></p><p>Increasing use of intermittent renewables (like wind and solar) <i>must </i>be combined with increasing use of more dispatchable energy sources like gas or coal. Hydro is dispatchable - until the dam is empty. But it makes sense: when the sun stops shining and the wind stops blowing, we still want our phones charging. </p><p>SaskPower states this in an unmissable spot on page 3: </p><p>"As we continue to integrate increasing levels of renewable energy, natural-gas fired generation will play a foundational role in following intermittent supplies of wind and solar energy." </p><p>It is discussed much more throughout the report.</p><p>SaskPower discusses another option to back up renewables: the utility is building their first "grid-scale" battery. It will be 20 MW (about 0.4% of grid generating capacity) and be able to "power up to 20,000 homes for one hour." This is framed as a learning project for larger future options. I am skeptical but curious to see if battery storage technology can achieve "true" grid scale at a reasonable cost. It's good we're starting small. </p><p><br /></p><p><b>5. What does it cost to generate electricity in SK (operating costs and capital)?</b></p><p>I would love to see data or tables that make the following types of questions super easy to answer: </p><p></p><ul style="text-align: left;"><li>What is the operating cost per kWh to supply energy, broken out by generation type and individual plant? </li><li>What is the capital cost per MW of new capacity, also broken out by generation type and individual plant/project? </li></ul><p style="text-align: left;">I couldn't find this anywhere in the report. </p><p style="text-align: left;">Without cost data it is difficult to ask questions and have discussions about the value of current and future projects. It is easy to compare wind to natural gas on an emissions basis, but what about capital cost, or operating cost? Are the people in the province getting the most bang (literally, electricity) for their buck? Emissions is part of that conversation, but costs need to be understood. </p><p></p><p><br /></p><p><b>6. SaskPower is not the sole electricity generator in the province. How does public/private grid management impact ratepayers?</b></p><p>This is obvious to people who know about SaskPower's <a href="https://www.saskpower.com/Our-Power-Future/Our-Electricity/Connecting-to-the-Power-Grid/Net-Metering" target="_blank">Net Metering program</a>, where individual customers can sell their own power back to the grid (I did learn this applies to any power type like biomass or wind, too). </p><p>I was surprised to learn (see page 4 of the report) is that 18% of SaskPower's generating capacity comes from Power Purchase Agreements (PPAs) with independent power producers (IPPs). Here, SaskPower is buying power from in-province private entities, or cross-border public entities like Manitoba Hydro. </p><p>The majority of that 18% PPA-supplied capacity is natural gas, and there is over $10B committed to long-term (greater than 5 year) PPA contracts. </p><p>I can think of lots of interesting questions around PPAs:</p><p></p><ul style="text-align: left;"><li>Is SaskPower required to act as a <a href="https://en.wikipedia.org/wiki/Monopsony" target="_blank">monopsony</a>, obligated to buy any power hitting the SK grid? Or can they say "no" to proposed projects and/or disable IPPs from feeding electricity into the grid, when needed?</li><li>When both public-owned (SaskPower) and private (IPP) electricity is available, which source gets priority in hitting the grid? How is that balanced? </li><li>How are private- and publicly-owned sources balanced to ensure high standby costs are not passed on to ratepayers? The negative image that jumps into my mind is an IPP plant running at 100% with the SaskPower plant next door idling, with all the workers sitting around having coffee. </li><li>Are PPAs an emerging or growing trend, or part of a stable and healthy energy infrastructure? I can imagine some people being quite shocked at nearly 20% non-publicly owned capacity, and others pushing for more private energy generation opportunities. </li><li>If the bulk of IPPs are wind and solar (see p119 map), are purchase agreements structured to account for the fact that SaskPower is always the reactive party? (essentially, SaskPower needs to dial gas/coal/hydro up or down to react to renewables) Do SaskPower's costs increase as more private intermittent power is added to the grid, and is this accounted for in PPAs? How is the utility planning for more IPPs/PPAs in the future from more variable sources? Is grid management... easy right now, or hard?</li></ul><div>The over-arching question is what is the impact IPPs have on grid management, grid planning, and energy cost to ratepayers? </div><div><br /></div><p><b>7. What are SaskPower's top corporate risks? Most interesting risks? </b></p><p>From p53 in the report, there's a detailed discussion of some of the top 10 risks facing the utility. Here are some of the more interesting ones and a few thoughts. </p><p><b>#1: Environmental regulation</b>. Changing regulations have forced the shutdown of coal by 2030. We know that Saskatchewan pays for the carbon in our natural gas, and that cost of carbon is ramping up from ~$40/tonne (today) to ~$170/tonne (in 2030, and what impact will that have on our electricity rates?). What's hinted at in this risk management section is that if environmental regulations and the cost of carbon are a constantly-shifting target, that impacts the utility's ability to plan for costs in the future, which will certainly impact ratepayers.</p><p><b>#2: Financial sustainability </b>"is challenged by current economic conditions, growing capital requirements, increasing debt, and pressures to maintain competitive rates." Isn't it just a bit concerning when your provincial utility worries about their long-term financial health? What's the impact on the people in the province? </p><p><b>#8: Industry disruption</b>. Essentially, SaskPower's infrastructure is mostly in its twilight years, environmental regulations constrain how and when new supply is brought on, new types of loads like EVs are expected to change grid demand, and customer self-generation is growing. I highly recommend <a href="https://www.goodreads.com/book/show/26073005-the-grid" target="_blank">The Grid</a> by Gretchen Bakke to learn more about challenges facing grid operators.</p><p><b>#10: Security and optimization of energy supply</b>. p56: "Increasing the percentage of renewables in the supply mix - along with changing regulations resulting in the phase-out of conventional coal-fired generation - impacts system operability and has the potential to increase costs to integrate and maintain a secure system. The natural gas market continues to evolve [...] impacting supply and demand." Here again, SaskPower is hinting at a renewables-and-gas-rich, but more expensive and harder-to-operate grid of the future. </p><p><br /></p><p><b>8. Is nuclear renewable? Is anything? </b></p><p>The nuclear part of this question was not answered in the 2020-21 report, and would make for an interesting debate. As I mentioned above, SaskPower has a corporate metric (#M17) for the percentage of generating capacity that comes from renewable sources. The metric explicitly includes wind, solar, and hydro, excludes fossil sources, and doesn't mention nuclear. </p><p>The first flaw in this metric (discussed briefly in Section 2) is that it's not clear how or if capacity factor and utilization play into that metric. An absurd exploit would be building 100 MW of solar panels... deep underground where they get no sunlight. Does the fact they're grid-connected mean they count towards capacity? </p><p>The second flaw is that "renewable" is not well-defined, in this M17 metric or in society in general. When you look at the mass of raw, scarce materials required to generate 1 MWh of electricity, wind and solar don't look so hot - see p66 of <u><a href="https://unece.org/sites/default/files/2022-04/LCA_3_FINAL%20March%202022.pdf" target="_blank">this monster PDF report from the UN</a></u> (note the page is numbered 56, but is 66 of the PDF). It takes 300-600 grams of scarce minerals to generate 1 MWh of solar PV electricity, but just 59 grams of minerals per 1 MWh of natural gas. Nuclear: 84 grams per 1 MWh. </p><p>I am not against wind or solar energy but I think the renewables discussion should go deeper than the emissions and ecological impacts in one's own community. It takes concrete, glass, polymers, and a ton of mining and processing to build all of that "clean" energy infrastructure. </p><p>The point is that if we care about decarbonization, a "renewable" metric that excludes nuclear may work against us in how we allocate capital and plan for major future energy sources. </p><p><br /></p><p><b>Fin</b></p><p>As I was reading, I was signing up to various SaskPower newsletters to get updates about changes in the future. My sense is the provincial energy mix is not a widely discussed or debated topic and I was hoping to start some of that - then again, maybe I'm plugged into the wrong channels and these questions are all asked and answered. Please let me know of any errors or inaccuracies above. </p><p>What I've love to see in the future is more transparency from the provincial utility on current supply and demand (ideally, some live value that can be scraped or trended), broken down by energy type and source facility, like <a href="http://ets.aeso.ca/ets_web/ip/Market/Reports/CSDReportServlet" target="_blank">Alberta has</a>. I would also like to see more discussion around costs by facility or aggregated by generation type. </p><p>I expect SaskPower to release their 2021-22 report shortly. I will make a follow-up post to see if anything has substantially changed. Thanks for reading. </p><p>2022-07-08: Revised content for clarity. </p>Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com0tag:blogger.com,1999:blog-6835776463130464454.post-79019185698596937432022-02-20T18:11:00.003-06:002022-02-21T10:21:53.678-06:00AI/Machine Vision Water Meter Reader on a $12 CAD chip (plus Home Assistant integration) <p>In 2016 I bought and set up the <a href="https://guide.openenergymonitor.org/technical/emonpi/">emonPI</a> Raspberry PI-based home energy monitor, which lets me trend and track energy consumption at home. </p><p>Since then I've wanted to track water and gas usage, but until now I could not find any good solutions (within my abilities). We have an <a href="https://metervalveandcontrol.com/pdf/water-meters/01-PD/06g-Encoder%20Registers%20C700.pdf" target="_blank">Elster C700 water meter</a> but I was wary of tapping into the <a href="http://www.controlswarehouse.com/sheets/amco/amco_c700_drpulser_spec.pdf" target="_blank">built-in digital encoder</a> due to a tamper mechanism (this sentence also overstates my ability and ambition... I like solutions that someone else has pioneered first). </p><p>This post is about deploying <a href="https://github.com/jomjol/AI-on-the-edge-device/wiki" target="_blank">jomjol's</a> <a href="https://github.com/jomjol/AI-on-the-edge-device" target="_blank">AI-on-the-edge-device</a> project to an ESP32-CAM module in order to get my analog water meter back into Home Assistant for monitoring, trending, and alarming. The audience is interested geeks and ESP32 beginners attempting to deploy this project for the first time. I'm going to expand on jomjol's instructions and talk about some of the mistakes I made along the way. I will also describe the kludgey, roundabout way I integrated data via MQTT back into Home Assistant. </p><p>Results first: </p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjB0K02NAfLjZmI3aWkpU9MPB6-BDY1E8PYUpWEwSr06R9PkaMDuk6EQQ-lMncAXgMlmlYjn9c2GE-x8kngeiYg9E_y-mQXOyYoZmuoLKiH0e6DtN0PBwYBSVtfeutGgC9-puH5QlsV-wGYppfT1ARXcdftbDlArr2Ud_fPqiEmeSJF5llbhlQZCoYi-A=s1024" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1024" data-original-width="1024" height="320" src="https://blogger.googleusercontent.com/img/a/AVvXsEjB0K02NAfLjZmI3aWkpU9MPB6-BDY1E8PYUpWEwSr06R9PkaMDuk6EQQ-lMncAXgMlmlYjn9c2GE-x8kngeiYg9E_y-mQXOyYoZmuoLKiH0e6DtN0PBwYBSVtfeutGgC9-puH5QlsV-wGYppfT1ARXcdftbDlArr2Ud_fPqiEmeSJF5llbhlQZCoYi-A=s320" width="320" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Home Assistant integration done!</td></tr></tbody></table><p>Lots more details "after the jump".</p><span><a name='more'></a></span><p>OK. Again, target audience is interested geeks and beginners. This was my first ESP32 project, so I'm going to take jomjol's <a href="https://github.com/jomjol/AI-on-the-edge-device/wiki/Installation" target="_blank">Installation</a> and <a href="https://github.com/jomjol/AI-on-the-edge-device/wiki/Graphical-configuration" target="_blank">Configuration</a> instructions and expand on them, and talk about some mistakes that I made. </p><p><b>Parts and materials needed</b>. I've included some links to the stuff I got. </p><p></p><ul style="text-align: left;"><li><a href="https://www.pishop.ca/product/esp32-cam-camera-module-based-on-esp32/" target="_blank">ESP32-CAM</a> with the OV2640 camera module and 4M PSRAM (these specs are important)</li><li>A Micro SD card (16 GB or smaller) </li><li><a href="https://www.pishop.ca/product/usb-micro-b-breakout-board/" target="_blank">USB Micro-B breakout board</a> to power the ESP32</li><li>USB Micro-B power supply (from your junk drawer, or buy a new one) </li><li>A USB-to-Micro SD card reader (<a href="https://www.pishop.ca/product/usb-2-0-keychain-micro-sd-card-reader/" target="_blank">like this</a>)</li><li>A USB to UART interface, also known as USB to TTL 4-wire. I got <a href="https://www.pishop.ca/product/usb-to-ttl-4-pin-wire/" target="_blank">this one</a></li><li>Other stuff that will be useful: </li><ul><li>A solderless prototype board and different jumper wires. I had bought <a href="https://www.pishop.ca/product/complete-component-kit-for-raspberry-pi/" target="_blank">this kit</a> previously which had everything I needed</li><li>A soldering iron for the Micro-B USB breakout board</li><li>Whatever materials you might need to install your ESP32-CAM board in your home. jomjol has a great 3D printed solution on the <a href="https://github.com/jomjol/AI-on-the-edge-device/wiki/Installation" target="_blank">Installation page</a>; you will see mine is much more... homemade</li></ul></ul><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgdQv_ghr8iSYKv3nYE_AZ47NLrmOJzsvDWzd0Mk6Y9_YVp2JYRWrsqljHvB-RTMSLmW_I-vHBrTL8bpwFLwT9IY1boTSvf590VpYKzAjB-Vkz_4sWeQa8G1TgJC_XFST80E_FYazjIJvKll4iHfMQYk6YZTH1Gjoxa7SGlzevSZiupQBWj3ZXnjZZu5Q=s2903" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="2320" data-original-width="2903" height="256" src="https://blogger.googleusercontent.com/img/a/AVvXsEgdQv_ghr8iSYKv3nYE_AZ47NLrmOJzsvDWzd0Mk6Y9_YVp2JYRWrsqljHvB-RTMSLmW_I-vHBrTL8bpwFLwT9IY1boTSvf590VpYKzAjB-Vkz_4sWeQa8G1TgJC_XFST80E_FYazjIJvKll4iHfMQYk6YZTH1Gjoxa7SGlzevSZiupQBWj3ZXnjZZu5Q=s320" width="320" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Here are most of the key parts</td></tr></tbody></table><br /><div><b><u>Installation</u></b></div><p></p><p>What I'll do in this section is quote pieces of jomjol's <a href="https://github.com/jomjol/AI-on-the-edge-device/wiki/Installation" target="_blank">Installation page</a>, and add a few more notes and lessons-learned and mistakes I made. For clarity, I'll use <i>italics </i>for the quotes, and all quotes were taken 2022-02-20 so they may have been updated in the meantime. </p><p></p><blockquote><p><i><b>Wiring </b><br /><br />Beside the 5V power supply, only for the first flashing a connection to the USB-UART connector, including a short cut of GPIO0 to GND for bootloader start.<br /><br />A example for wiring can be found here:</i></p><p></p><div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgPvNV1gVA5p1_NgE116eCIsuBsTzp-efJs9v_wqMCztgDAv1egVgX97q3Ge8UK_xWYfPEqBS1p7zCiDmzX61ipM-x_iyEWst_InqPtyFZYkh2eGbTuGmrBADLKsnm80Pjt-iHFBg7lqmSgCoqbVw_IA55118m3wFuKonem6uhL1V_f6e-bTXNiLuBw5g" style="margin-left: 1em; margin-right: 1em;"></a></div><p></p></blockquote><p></p><p style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgPvNV1gVA5p1_NgE116eCIsuBsTzp-efJs9v_wqMCztgDAv1egVgX97q3Ge8UK_xWYfPEqBS1p7zCiDmzX61ipM-x_iyEWst_InqPtyFZYkh2eGbTuGmrBADLKsnm80Pjt-iHFBg7lqmSgCoqbVw_IA55118m3wFuKonem6uhL1V_f6e-bTXNiLuBw5g" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="520" data-original-width="1113" height="150" src="https://blogger.googleusercontent.com/img/a/AVvXsEgPvNV1gVA5p1_NgE116eCIsuBsTzp-efJs9v_wqMCztgDAv1egVgX97q3Ge8UK_xWYfPEqBS1p7zCiDmzX61ipM-x_iyEWst_InqPtyFZYkh2eGbTuGmrBADLKsnm80Pjt-iHFBg7lqmSgCoqbVw_IA55118m3wFuKonem6uhL1V_f6e-bTXNiLuBw5g" width="320" /></a></p><p style="text-align: left;">The first thing I did was solder some pins onto the Micro-USB breakout board. This will make it easy to power the ESP32. </p><p></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjuuuwFcDPk8xWU4TMLXa6aFN32Cz3c19tSmSiJaC31OznnXbCZHx2q7_HtGsJqYAeSVUjvQoQ8Uwl_Tm5H-6HUjCIh0kzY7dpLqIQAhAvugt0SBvVLEEF32R3ygE-POmLRMed6ECxWiU78X-jV4ITzNY5Ag5ielPj1LRbv_uKV0bhcaxlDFoW2KtXFXA=s1706" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1706" data-original-width="1280" height="200" src="https://blogger.googleusercontent.com/img/a/AVvXsEjuuuwFcDPk8xWU4TMLXa6aFN32Cz3c19tSmSiJaC31OznnXbCZHx2q7_HtGsJqYAeSVUjvQoQ8Uwl_Tm5H-6HUjCIh0kzY7dpLqIQAhAvugt0SBvVLEEF32R3ygE-POmLRMed6ECxWiU78X-jV4ITzNY5Ag5ielPj1LRbv_uKV0bhcaxlDFoW2KtXFXA=w150-h200" width="150" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Top: Soldered. Bottom: Unsoldered.</td></tr></tbody></table><br /><p style="text-align: left;">The next step is assembling the everything per the wiring diagram above. This is made much easier and less messy if you have a solderless breakout board. <b>Here is a simplification: you do not need the button</b>. Simply wire GPIO0 (where the yellow wire lands on the above schematic) directly to GND, and when you power everything on the ESP32-CAM goes to bootloader (programming-friendly mode).</p><p style="text-align: left;"></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgm5uXjD1rOy3gqvfBmKla3SOfee4CkoIjvkc1Sp8eUx5p1vCKEcpx1RtzHDJlmsGlRbN9PZk1quvrHimw4KlUV4I7Nge6UtHLbQ0COW-lC77WT30wot2tgpPkUQMydfv4y3tT5OAhhSm6Ke368KX26yxRPxlTXgSNUDBJXL7xIOjoiLlghbeHxJTwcnw=s4032" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="3024" data-original-width="4032" height="240" src="https://blogger.googleusercontent.com/img/a/AVvXsEgm5uXjD1rOy3gqvfBmKla3SOfee4CkoIjvkc1Sp8eUx5p1vCKEcpx1RtzHDJlmsGlRbN9PZk1quvrHimw4KlUV4I7Nge6UtHLbQ0COW-lC77WT30wot2tgpPkUQMydfv4y3tT5OAhhSm6Ke368KX26yxRPxlTXgSNUDBJXL7xIOjoiLlghbeHxJTwcnw=s320" width="320" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">My setup for ESP32-CAM programming</td></tr></tbody></table><br />The next thing you need to do is <b>download the ESP32 bootloader, firmware, and partitions .bin files </b>from Github. Let me save you a LOT of time and heartache if you don't use Github all the time, you need to know how to download these files properly. If you go to <a href="https://github.com/jomjol/AI-on-the-edge-device/tree/master/firmware" target="_blank">this firmware page</a> and right-click, download the 3 files, you'll get .bin files but they'll be <b>wrong</b> and filled with Github HTML headers. <p></p><p style="text-align: left;">To download these properly, you need to click ON the files (circled): </p><p style="text-align: left;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEj1hUs7IlN-H9nheVTkygn-JcYYInImQ0e0QXATa2ZKlWOaPoH2Knot8btu-IuoB23SRxh9FTtRZ4FM3H-SyO4ywB2lZLEhSTSInxdnCEo_L14zm7I4W4ZTidJaDYTFtMMPUWQ6q5yERB6JSUnjYbm4aUe-lGvc0dgbR6F1O2OoxQ2y23jLMH0yHt2stg" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="398" data-original-width="927" height="137" src="https://blogger.googleusercontent.com/img/a/AVvXsEj1hUs7IlN-H9nheVTkygn-JcYYInImQ0e0QXATa2ZKlWOaPoH2Knot8btu-IuoB23SRxh9FTtRZ4FM3H-SyO4ywB2lZLEhSTSInxdnCEo_L14zm7I4W4ZTidJaDYTFtMMPUWQ6q5yERB6JSUnjYbm4aUe-lGvc0dgbR6F1O2OoxQ2y23jLMH0yHt2stg" width="320" /></a></div><br />THEN you click the download button: <p></p><p style="text-align: left;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEguXwxNTWwo2sdF-fkZb9mLlHW8EBMyo9_i8r23FtkxfN0-GuMeZaI-uO4oz26VxVE61Ez-me5mGQeJSt6ib9BaUbZsqCPgxU9i1zST-jsLDd5ZYh2jqYpD7wKcReA6KllOSId_sOmeQC7hfQEqeF6DENHA1Dnduoj87vSKybiOhVdfEWUHb6fbmUJHDQ" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="248" data-original-width="933" height="85" src="https://blogger.googleusercontent.com/img/a/AVvXsEguXwxNTWwo2sdF-fkZb9mLlHW8EBMyo9_i8r23FtkxfN0-GuMeZaI-uO4oz26VxVE61Ez-me5mGQeJSt6ib9BaUbZsqCPgxU9i1zST-jsLDd5ZYh2jqYpD7wKcReA6KllOSId_sOmeQC7hfQEqeF6DENHA1Dnduoj87vSKybiOhVdfEWUHb6fbmUJHDQ" width="320" /></a></div><br />I spent wayyyy too long troubleshooting my USB-serial communication at the end of a long workday, ending my day with an email to the developer asking for help. The next day I realized my error and sent an embarrassed follow-up message. Don't repeat this bone-headed mistake! <p></p><p style="text-align: left;">OK, let's take a look at the <b>firmware flashing</b> instructions. </p><blockquote><i><b>1. Using esptool in python directly<br /></b><br />For this you need a python environment (e.g. Anaconda in Win10). Here you need to install the esptool:<br /></i></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px;"><blockquote style="text-align: left;"><i>pip install esptool
</i></blockquote></blockquote><blockquote><i>Then connect the ESP32 with the USB-UART connector to the system, put it in bootmode and with the following command you can erase the flash and flash bootloader, partitions and firmware in two steps:<br /></i></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><blockquote><i>esptool erase_flash</i> </blockquote><blockquote><i>esptool write_flash 0x01000 bootloader.bin 0x08000 partitions.bin 0x10000 firmware.bin
</i></blockquote></blockquote><blockquote><i>Maybe you need to specify the COM-port if it is not detected by default.</i></blockquote><p style="text-align: left;">My suggestion is to <b>follow Method 1 (esptool in python)</b> instead of Method 2 (Using the Flash Tool from Espressif). I had started with Method 2 because it seemed easier, but the lack of command line diagnostic messages prevented me from seeing the dumb error I'd made above (downloading the wrong .bin files). </p><p style="text-align: left;">You'll need Python 3 on your computer. I'm assuming you're on Windows. Grab the <a href="https://www.python.org/downloads/windows/" target="_blank">latest release here</a> and follow the installer instructions. It's been a while since I did this, but be sure to complete the part about setting up Python PATH variables so you can run Python in any folder. </p><p style="text-align: left;">Next, install PIP. There are <a href="https://www.geeksforgeeks.org/how-to-install-pip-on-windows/" target="_blank">instructions here</a>, or just Google "install pip for Windows". </p><p style="text-align: left;">Now open a Command Prompt and type <b>py</b> to see if you've installed Python correctly. Type <b>exit()</b> to get out of the Python shell.</p><p style="text-align: left;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEhgjcrNvwnZPWe70jjuTO4WIAEr4l9xm99P4JLB_RibFoAmCPGWKldiTfNbM3BUPko5rDRW0zNQYkgLu59E6vJqFkPxQojaSJAn9PedXR72AIug8riaxSnCdRp0vaM_LqCYj_rlwqVDMRhEgQV71bjBUh3lpDyPGcWgXG_Y5or2uCh3VmYYSvm3lDZXxQ" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="265" data-original-width="724" height="117" src="https://blogger.googleusercontent.com/img/a/AVvXsEhgjcrNvwnZPWe70jjuTO4WIAEr4l9xm99P4JLB_RibFoAmCPGWKldiTfNbM3BUPko5rDRW0zNQYkgLu59E6vJqFkPxQojaSJAn9PedXR72AIug8riaxSnCdRp0vaM_LqCYj_rlwqVDMRhEgQV71bjBUh3lpDyPGcWgXG_Y5or2uCh3VmYYSvm3lDZXxQ" width="320" /></a></div><br />Now type the <b>pip install esptool</b> command. This will install the tools for communicating with your ESP32-CAM. <p></p><p style="text-align: left;">We are now <b>ready to flash </b>the ESP32-CAM! Ensure it is powered up in bootleader mode, connected to your computer via the USB-UART interface. It will be worth checking Device Manager to see if you have the right drivers for the USB-UART interface. You should see a COM device in Device Manager. </p><p style="text-align: left;">Type <b>esptool.py.exe erase_flash</b> - note the difference from the instructions above. My experience was without the .py.exe, I got a message like this:</p><div><div><p style="text-align: left;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEiobyZTAnCX-mtDSRUC-qaRqT_kfknW_rT2ycnBEpizqhT1oCTSuCNUi5f53V8rGnbbEUytCUw5r8TpajAynDnBFjQ4Br-bogWG6oZBEDsJt0Abp_0lSf77X_aqyi39tXroZoIOXRqvhAeBtB-cXEu94LWai8wDkwyCKBwwGa-9wQvoEdJHe5OAkz8A-g" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="73" data-original-width="587" height="40" src="https://blogger.googleusercontent.com/img/a/AVvXsEiobyZTAnCX-mtDSRUC-qaRqT_kfknW_rT2ycnBEpizqhT1oCTSuCNUi5f53V8rGnbbEUytCUw5r8TpajAynDnBFjQ4Br-bogWG6oZBEDsJt0Abp_0lSf77X_aqyi39tXroZoIOXRqvhAeBtB-cXEu94LWai8wDkwyCKBwwGa-9wQvoEdJHe5OAkz8A-g" width="320" /></a></div><p style="text-align: left;">You should see something like this happening: </p><div style="text-align: center;"><img src="https://lh5.googleusercontent.com/CZAzruZBAZBbJGmkvCE8DVjTBFwciM5UTg9jodub06eK4SmmfCln2bEKD7Qswi-SjzlDcTbJkURH93EFDSwhYZvsA9IIF_7rX3UP-8L7fiBsBWNOvI62lUQuy6qAMYg_CPR76v2n=w400-h246" /></div><br />If you don't see the above, here are some troubleshooting ideas: </div><div><ul style="text-align: left;"><li>Ensure you have a serial device shown in Device Manager </li><li>Check all of your wiring, and double-check it. </li><li>Check that your Python environment is functional. </li><li>Check that esptool is properly installed. </li><li>Reboot your ESP32-CAM (unplug the power and plug it back in - this fixed one issue for me)</li><li>Pay attention to the error messages and use Google. </li></ul><p>Now we're ready to <b>write the .bin firmware files</b>. To do this, you need to navigate in your command prompt to the folder the .bin files are stored in. In the screenshot below, you can see I'm in C:\Users\Bra<br />hm\Desktop. Enter the command <b>esptool.py.exe write_flash 0x01000 bootloader.bin 0x08000 partitions.bin 0x10000 firmware.bin -</b> noting the "py.exe" addition. <br /><br /></p><div style="text-align: center;"><img height="281" src="https://lh6.googleusercontent.com/1dYefIamfvJ4ehv7CSzJNY0vsxEVWIoFk5fV0TJVMDspwLe7kMfdUQ6gux6ujhh62ylibIdnZmoFGsza7TyyF0SJ5M9HGS9s2mI-gEnoj69TGR_4SUJIvPHvNxePqnMj2jn8hyfH=w400-h281" width="400" /></div><br />The screenshot above clearly shows data successful transfer to the ESP32. During my first attempt, which was using the Espressif tool, the unclear interface made troubleshooting very hard. <p></p><p>Power down the ESP32-CAM for a moment because it's time to <b>prep the micro SD card</b>. <br /></p><blockquote><i><b>SD-Card<br /></b><br />The program expects a SD-Card installed with certain directory and file structure in order to work properly. For the first setup make a copy of the SD-Card <a href="https://github.com/jomjol/AI-on-the-edge-device/tree/master/sd-card">subdirectory</a> to the root of the sd-card.</i></blockquote>Again here's where I'm embarrassed about my lack of git and Github knowledge. If you follow the link in the instructions, there's no clear way to just download the files. So, go to the <a href="https://github.com/jomjol/AI-on-the-edge-device" target="_blank">project homepage</a>, click the green Code drop-down, and Download ZIP of the whole project. <br /><p></p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEhsc0JeBNoYK_9No5v5Yu1BHg7P2sB9DvtaM6CAmQ3D_Vokx6rriTHsRcSlWyKuoyaau-sKIiJQTZh-uAMw5zH0Twn97w4-p1ONjizO9oWO_MQxyOlL47eazVwEnOEPne_Guzs299bxjTEYN8-IGSvJ5Uwe_zjaJixUhPuFhaCk0eeEhH9O6DBxmf1Q-Q" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="329" data-original-width="635" height="166" src="https://blogger.googleusercontent.com/img/a/AVvXsEhsc0JeBNoYK_9No5v5Yu1BHg7P2sB9DvtaM6CAmQ3D_Vokx6rriTHsRcSlWyKuoyaau-sKIiJQTZh-uAMw5zH0Twn97w4-p1ONjizO9oWO_MQxyOlL47eazVwEnOEPne_Guzs299bxjTEYN8-IGSvJ5Uwe_zjaJixUhPuFhaCk0eeEhH9O6DBxmf1Q-Q" width="320" /></a></div><br />Now: <p></p><p></p><ol style="text-align: left;"><li>Format your micro SD card per the instructions: single partition, FAT32, 32k. </li><li>Copy the contents of the sd-card directory from the project download to the SD card. </li><li>Open up <b>wlan.ini</b> which should be located in the root of the SD card:</li><ul><li>Enter a wifi SSID between the quote marks. Note it <b><i>must </i></b>be a 2.4 GHz network, not 5 GHz.</li><li>Enter the wifi password. </li><li>Note on static IPs. If you enter one, remove the semicolons from the start of the line. You don't need zeroes padding the IP (this is unclear from the example given: "123.456.789.012"). For example I entered "172.16.1.81" as my static device IP without any padding zeros. </li></ul></ol><div>Eject the USB device from your PC and put the micro SD card into the ESP32. You can remove the USB-UART programming interface, or at least remove the one pin causing it to boot to bootloader mode. Apply power. When I booted mine up, the red LED blinked 6 times, brightly and unambiguously. I was able to ping the device!<br /><br /><div style="text-align: center;"><img height="87" src="https://lh6.googleusercontent.com/weCgiM8jEEIdwZek7b-mWdTil7VAj9TNhG8BLLad-7yFI9AcXQRC9j6ucdbrbrcxqSeDKjRTQs562qwi7_A2YjFZoSI_NUdyghFkUzn7t1Ig6nznyQS-rWOsJrtSUq6zgwD7w4Rc=w320-h87" width="320" /></div><p style="text-align: left;">Give it a few minutes on first boot before connecting to the web interface. </p><p style="text-align: left;">In the meantime, figure out how you're going to physically install this thing. My kludgey way: hot-glue the ESP32-CAM to a piece of cardboard, the same dimensions as a 2x2" board. Use 2 zip-ties to fix the cardboard to the board, tight enough to stay in place, but loose enough to adjust if needed. </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEg5xGxTNp7qpW-2--VELwPUP0SSVNdIqVBALJuBmOL_yrnPs7mPRHBMnbvbuaQhIHkWzgr-mFgZQ82ejMcWq09XfY8MboVxOTu8EE949f172pUlitg_IG9TEkPSgMXxQgPQV8NJZ_rW1g6eAi294czdjHSS-8SFNP4yofxTHxp1CmgeW0SVgC1glsRF6A=s4032" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="3024" data-original-width="4032" height="300" src="https://blogger.googleusercontent.com/img/a/AVvXsEg5xGxTNp7qpW-2--VELwPUP0SSVNdIqVBALJuBmOL_yrnPs7mPRHBMnbvbuaQhIHkWzgr-mFgZQ82ejMcWq09XfY8MboVxOTu8EE949f172pUlitg_IG9TEkPSgMXxQgPQV8NJZ_rW1g6eAi294czdjHSS-8SFNP4yofxTHxp1CmgeW0SVgC1glsRF6A=w400-h300" width="400" /></a></div><p style="text-align: left;">Before physically installing for good, we need to ensure the camera has a good <b>focal length</b>. </p><p style="text-align: left;"><b><u>Configuration</u></b></p><p style="text-align: left;">Open a web browser and connect to the IP or hostname you configured in wlan.ini. </p><p style="text-align: left;">In the initial graphical configuration menu, you can click into the first few steps to start taking test pictures with "Create New Reference". Here's a pic of a box on my desk: </p><p style="text-align: center;"><img src="https://lh6.googleusercontent.com/7N6P8WgnSSh51nj8CRVvT-w8u5rEk9XOdw3LqnLJpN-k12cib3_bVa4Tp2FrYAdxXNIU6B2w9YpB4SpPcFUD6RpKLi60av7afyvhlYtBJc1A4jZ4x9mfmD7Bh_8gGNGE99m_pJ7z=w320-h234" /></p>I didn't think this was clear enough, so using a pair of needle-nose pliers held horizonal to the lens and gently gripping it, I rotated it about 1/8th of a turn clockwise. It is worth mentioning, I had measured the location I was going to install the ESP32-CAM, and the box on my desk was the same distance away as the water meter will be. <br /><p style="text-align: center;"><img src="https://lh6.googleusercontent.com/qGZrf6iTIovDAw3n_kPr7Uo0ZmzuvBnnwAzE4WH4Dy5ofu8RERtsKn993JtwVTNOOuBxtNG7ikzgtEpnSnff5gH_Qmc3GGWS-1-Ok7cNKqUleDz8ABnfVqi5DoiDtazbzuTRHZyE=w320-h226" /></p><p style="text-align: left;">This image was more blurry, so I made a couple more attempts rotating counter-clockwise until I was happy with the sharpness: </p></div><div style="text-align: center;"><img src="https://lh4.googleusercontent.com/ICRLbKuqEDE9h98IHMzFeuPJK9X5gzPvq2L9dc9LuBPqSL9BEALrb-uolt3BdFpteyWRcSvPo2a60heW4fy9UN8FnGhrALNEr-H-Apjl3e-U9J6pKOSFHMTU9T6Y3MABTMr-Skn-=w320-h234" /></div><p style="text-align: left;">I should also note that the documentation is a little bit unclear about <b>Create New Reference</b> and <b>Take Picture</b>. "Create New Reference" doesn't change the image captured after you've changed LED intensity, brightness, etc. But Take Image will apply the settings. So, use the <b>Take Image</b> button to take your initial pics for calibrating focal length. </p><p style="text-align: left;"></p><p style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEiTOZWh8RQAQyb-OHAQNaoNj386r-67-AwQPoRUksx8JFtFnkAKjTVXuMgiYe2O-85YC_vZCmhCerxDUhPys70mVnKhdBc8IyTMMi-Zbvw0y39gO3tEYZWtFLQXlKXLoAETGqwrUfi4t4dYn3pIEqwPjdVh3s5wUKSZ6_4zPs-__oxEYlzw__3ZypsxrA" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="178" data-original-width="534" height="107" src="https://blogger.googleusercontent.com/img/a/AVvXsEiTOZWh8RQAQyb-OHAQNaoNj386r-67-AwQPoRUksx8JFtFnkAKjTVXuMgiYe2O-85YC_vZCmhCerxDUhPys70mVnKhdBc8IyTMMi-Zbvw0y39gO3tEYZWtFLQXlKXLoAETGqwrUfi4t4dYn3pIEqwPjdVh3s5wUKSZ6_4zPs-__oxEYlzw__3ZypsxrA" width="320" /></a></p>Once your focal length is good, it's time to install. I fixed my 14" board in place and adjusted the positioning of my cardboard and ESP32-CAM until it was centered over the meter. <p></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEhAavbH64DRm4wrJ1M2x61bdm1Pfpsc8CnnAikNWJhRqZF7PW242tme95vsDqp2Y1uz5e1dENnbz4X-8QHeac_rofvZCTr1SrHbU22NdPBNxEHEJLgn7l1cJjtGjvIdtEKoS2fPz86HpL-WKwUPRu-1Hf0-7ayXqm5_BHV474VHEkJ6OG24XYIjU2CzrA=s4032" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="3024" data-original-width="4032" height="300" src="https://blogger.googleusercontent.com/img/a/AVvXsEhAavbH64DRm4wrJ1M2x61bdm1Pfpsc8CnnAikNWJhRqZF7PW242tme95vsDqp2Y1uz5e1dENnbz4X-8QHeac_rofvZCTr1SrHbU22NdPBNxEHEJLgn7l1cJjtGjvIdtEKoS2fPz86HpL-WKwUPRu-1Hf0-7ayXqm5_BHV474VHEkJ6OG24XYIjU2CzrA=w400-h300" width="400" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Far less elegant than the 3D printed fitting, but it will work!!</td></tr></tbody></table><p style="text-align: left;">Now it's time to go through the whole <a href="https://github.com/jomjol/AI-on-the-edge-device/wiki/Graphical-configuration" target="_blank">software configuration</a>. I thought the documentation for this was solid, so I am not going to go through all the steps. Be patient and read the instructions! </p><p style="text-align: left;">After a lot of testing and tweaking in the configuration, I had a reading!! </p><p style="text-align: left;"></p><p style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgBNuV35gaJ6IU10dXgjKSGCt2m6EsEYrdWiusPvYuAmWznCDg5C2jslOWql2HEYR-V8VZwmVs1pdHfcB14gApKrVlpbCxU1B2JUX_DDX6zlEvjE2Ix-2OaSGGM3fM9Iiw5e7CY5z8hjwc1s_EwZOtTXdlj5HoMWz2k06u9N3NwkUEXJDTUEyp4k7OiEg" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="445" data-original-width="583" height="306" src="https://blogger.googleusercontent.com/img/a/AVvXsEgBNuV35gaJ6IU10dXgjKSGCt2m6EsEYrdWiusPvYuAmWznCDg5C2jslOWql2HEYR-V8VZwmVs1pdHfcB14gApKrVlpbCxU1B2JUX_DDX6zlEvjE2Ix-2OaSGGM3fM9Iiw5e7CY5z8hjwc1s_EwZOtTXdlj5HoMWz2k06u9N3NwkUEXJDTUEyp4k7OiEg=w400-h306" width="400" /></a></p>The center analog value doesn't read perfectly, so that's something I have to get "dialed in". Another detail worth thinking about is the LED. If you're like me and mounting the camera quite close (under 7 inches) to the meter, even the lowest LED brightness may cause a lot of glare. My solution for this is totally inelegant: another zip tie over the LED to dissipate some of the light. <p></p><p style="text-align: left;"></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEhGTeL-uNYziAosOGOGR9o5wbTDqMhXHMiqeJTIVqKNqegrcIYVC_JjFXkVbKqbYU-6jtx2gyGelLCdSaCxlgXbE_HYbARKeLuIOfhsUR56SgVBQwwTL47MAjrkN4ORuj4tL0M2iglRR4wlxzBEjplKUFVsL96EUN3V9Pb_O4xb4uJ449NZf_C8F58q9g=s4032" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="3024" data-original-width="4032" height="300" src="https://blogger.googleusercontent.com/img/a/AVvXsEhGTeL-uNYziAosOGOGR9o5wbTDqMhXHMiqeJTIVqKNqegrcIYVC_JjFXkVbKqbYU-6jtx2gyGelLCdSaCxlgXbE_HYbARKeLuIOfhsUR56SgVBQwwTL47MAjrkN4ORuj4tL0M2iglRR4wlxzBEjplKUFVsL96EUN3V9Pb_O4xb4uJ449NZf_C8F58q9g=w400-h300" width="400" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Middle zip tie serves to diffuse LED light. It is on loose</td></tr></tbody></table><p></p><p style="text-align: left;"><b><u>Configuring MQTT and linking data back to Home Assistant</u></b></p><p style="text-align: left;">In the Configuration --> Edit Configuration of the web interface, you can specify an MQTT broker to pump data to. Here is where my setup gets a bit convoluted and where there is probably room for simplification. </p><p style="text-align: left;">You need to be running an MQTT broker, like mosquitto, <i>somewhere</i>. You point AI-on-the-edge-device at the broker, and pull data to Home Assistant via an MQTT add-in, like this: </p><p style="text-align: left;"></p><p style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEihd-AygjWHl1Cq4tgoNvC9OhCyKNCx_CI9TwISPaRqunBhU1z_RS5mh3D3r2iDMqVkuEQghTvRBckyWovNpcoIo_qo15nlAQH7eUYd5lSk_bXxijkU-UkSI0pqkDJ7xy5q_HNdR7s_IFu3M4flMAMaD4f8SBSxWihc9JFlR1zhtR5C1M_CBNP8P1Tqbw" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="232" data-original-width="853" height="174" src="https://blogger.googleusercontent.com/img/a/AVvXsEihd-AygjWHl1Cq4tgoNvC9OhCyKNCx_CI9TwISPaRqunBhU1z_RS5mh3D3r2iDMqVkuEQghTvRBckyWovNpcoIo_qo15nlAQH7eUYd5lSk_bXxijkU-UkSI0pqkDJ7xy5q_HNdR7s_IFu3M4flMAMaD4f8SBSxWihc9JFlR1zhtR5C1M_CBNP8P1Tqbw=w640-h174" width="640" /></a></p>In theory this should be simple to set up. My setup is a bit more complex and ended up looking like this: <br /><p></p><p style="text-align: left;"></p><p style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEh83_SwX-R-cRiotE-sIzk0B8xeYyfgFEVnh8GcOLqvDomYmmx3fa9Qjez0RO_YgSbhaVOVFLEsl8CeWXYJ-tKB8Ifcllk7ExuC-kYPvhtGDiFV-VlKv-AhWLx90I1Xkv0M4EFrl1DfmkPqRNYkqIaPmCQ-pexD6sfOFDJj_s_HkDJBrhv3RmD-uaZQfA" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="277" data-original-width="823" height="216" src="https://blogger.googleusercontent.com/img/a/AVvXsEh83_SwX-R-cRiotE-sIzk0B8xeYyfgFEVnh8GcOLqvDomYmmx3fa9Qjez0RO_YgSbhaVOVFLEsl8CeWXYJ-tKB8Ifcllk7ExuC-kYPvhtGDiFV-VlKv-AhWLx90I1Xkv0M4EFrl1DfmkPqRNYkqIaPmCQ-pexD6sfOFDJj_s_HkDJBrhv3RmD-uaZQfA=w640-h216" width="640" /></a></p>There were lots of little challenges here that are all specific to the infrequency that I use all of these systems. I don't work day-to-day with MQTT, json or influxdb, but I will say that having Node-RED as middleware is super useful for debugging and tweaking data structures. It has built-in or extension modules for reading from MQTT and writing to (and from) influxdb. <p></p><p style="text-align: left;"><b><u>That's it!</u></b></p><p style="text-align: left;"></p><p style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEhcCFc2TdGBP-7k2qaez2MjjKgZqrwIe14ZZvh84c0f9lPIBRuZNHl6ltK3XQXv65noq--jg9NjYv2vvdinjijh_JuFLwGiz_VdqlYu6esXwqEScg-NhMx1s1DsHL_TjOsMg83f_rWoZJQEog3Y8GmgBGKyyQzSdONA-WyDvtSKzS0taRBhz6NfPrF6FA" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="635" data-original-width="997" height="255" src="https://blogger.googleusercontent.com/img/a/AVvXsEhcCFc2TdGBP-7k2qaez2MjjKgZqrwIe14ZZvh84c0f9lPIBRuZNHl6ltK3XQXv65noq--jg9NjYv2vvdinjijh_JuFLwGiz_VdqlYu6esXwqEScg-NhMx1s1DsHL_TjOsMg83f_rWoZJQEog3Y8GmgBGKyyQzSdONA-WyDvtSKzS0taRBhz6NfPrF6FA=w400-h255" width="400" /></a></p>I've got the water meter value, rate, and AI-on-the-edge-device error/status integrated on my Home Assistant dashboard. This is all very fresh so some things I'd like to improve on: <p></p><p style="text-align: left;"></p><ul style="text-align: left;"><li>Alarms and alerts for water usage when Robyn & I are away from home</li><li>Tweaking or improving the AI recognition for the analog dial that takes up the whole face of the dial. I found <a href="https://github.com/jomjol/neural-network-analog-needle-readout/blob/main/Train_Network.md" target="_blank">some documentation</a> on it, but haven't gone deep yet. I think a new training model will need to be built which is something I have no idea how to do (yet). </li></ul><div><b><u>Updates 2022-02-21...</u></b></div><div><ul style="text-align: left;"><li>The time on my ESP32-CAM was stuck in 1970. <a href="https://github.com/jomjol/AI-on-the-edge-device/issues/654" target="_blank">Issue 654</a> discusses this, there are some clues in <a href="https://github.com/jomjol/AI-on-the-edge-device/issues/586" target="_blank">Issue 586</a>. In the config menu on the web interface, enabling "Expert Mode" reveals some time server settings, I used a Canadian pool.ntp.org IP of 194.0.5.123 and the POSIX string "CST6CDT,M3.2.0/2,M11.1.0/2" for time zone. This seemed to fix it! </li><ul><li>The reason why this mattered...I turned on logging of raw images under "MakeImage" in the config.ini file. I want to capture a bunch of raw images to see if I can train a neural network for the dial on my meter. The images did not seem to be logging properly with the time zone set wrong. </li></ul></ul></div><p></p><div><p></p></div><p></p></div></div>Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com1tag:blogger.com,1999:blog-6835776463130464454.post-82810516878033553282021-12-27T13:28:00.000-06:002021-12-27T13:28:01.347-06:00Top Reads of 2021<p>I read a lot of books this year. I have been reading a lot in the last few years, and I wanted to start capturing some of the best for posterity. Here are most of my 5-star reads from 2021, with links to each book's Goodreads page and my review. Ordered by date read, with most recent at the bottom. </p><p><b><a href="https://www.goodreads.com/book/show/49192663-the-sirens-of-mars" target="_blank">The Sirens of Mars: Searching for Life on Another World</a></b> - Sarah Stewart Johnson<br />A poetic and contemplative account of humanity's search for life on Mars, and the author's own experiences in the field. Space non-fiction. (<a href="https://www.goodreads.com/review/show/3729010752" target="_blank">my review</a>)</p><p><b><a href="https://www.goodreads.com/book/show/42036377-where-is-my-flying-car" target="_blank">Where Is My Flying Car?: A Memoir of Future Past</a></b> - J. Storrs Hall<br />A masterclass in persuasive technical writing; a no-holds-barred deep-dive into the technology, energy, policy, and regulation (and more) that's holding back flying cars a salty career scientist, wrapped into a meta-thesis about technological stagnation. Technology non-fiction. (<a href="https://www.goodreads.com/review/show/3781071861" target="_blank">my review</a>). </p><p><a href="https://www.goodreads.com/book/show/55359704-a-promised-land" target="_blank"><b>A Promised Land</b></a> - Barack Obama<br />A highly readable, insightful, and captivating memoir allowing the reader to peek behind the curtain of the world's most powerful office, which remains surprisingly non-inflammatory given the last few years of global politics. Memoir. (<a href="https://www.goodreads.com/review/show/3714999595" target="_blank">my review</a>)</p><p><b><a href="https://www.goodreads.com/book/show/53402132-liftoff" target="_blank">Liftoff: Elon Musk and the Desperate Early Days That Launched SpaceX</a></b> - Eric Berger<br />An addictive and page-turning look at the chaotic, high-stakes early days of SpaceX from a senior space writer at Ars Technica, mostly covering the years 2002 through 2008. Space non-fiction. (<a href="https://www.goodreads.com/review/show/3570575889" target="_blank">my review</a>)</p><p><a href="https://www.goodreads.com/book/show/41104077-invisible-women" target="_blank"><b>Invisible Women: Data Bias in a World Designed for Men</b></a> - Caroline Criado Pérez<br />One of the most impactful books I read this year that I've most recommended to friends and colleagues (particularly males), an eye-opening and persuasive look at systematic gender biases in science, policy and data. Feminism/science/policy. (<a href="https://www.goodreads.com/review/show/3879500047" target="_blank">my review</a>)</p><p><a href="https://www.goodreads.com/book/show/34200015-children-of-time" style="font-weight: bold;" target="_blank">Children of Time</a><b> - </b>Adrian Tchaikovsky<br />Biology driven, "lost in space", far-future parallel plotlines with a lot of "woah!" moments. Science fiction. (<a href="https://www.goodreads.com/review/show/3847964940" target="_blank">my review</a>)</p><p><b><a href="https://www.goodreads.com/book/show/55616115-why-nuclear-power-has-been-a-flop" target="_blank">Why Nuclear Power Has Been a Flop: at Solving the Gordian Knot of Electricity Poverty and Global Warming</a></b> - Jack Devanney<br />A thorough dissection of misconceptions and myths about nuclear energy, and the bull case for how and why nuclear is required for future decarbonization. <a href="https://gordianknotbook.com/" target="_blank">Available free online here</a>. Energy/science non-fiction. (<a href="https://www.goodreads.com/review/show/3958345003" target="_blank">my review</a>)</p><p><b><a href="https://www.goodreads.com/book/show/166997.Stoner" target="_blank">Stoner</a></b> - John Williams<br />Not about cannabis or written by a composer - I was not expecting to so deeply love this tale of William Stoner, a tortured academic with a horrible marriage and dead-end career. Fiction/classics. (<a href="https://www.goodreads.com/review/show/3618049379" target="_blank">my review</a>)</p><p><b><a href="https://www.goodreads.com/book/show/51023654-underland" target="_blank">Underland: A Deep Time Journey</a></b> - Robert Macfarlane<br />A beautiful, reflective and captivating travelogue-style exploration of all things underground, and their societal and cultural importance. Science/nature non-fiction. (<a href="https://www.goodreads.com/review/show/4043105875" target="_blank">my review</a>)</p><p><b><a href="https://www.goodreads.com/book/show/55338951-influence-new-and-expanded" target="_blank">Influence, New and Expanded: The Psychology of Persuasion</a></b> - Robert B. Cialdini<br />The book you should read before making major purchase to inoculate yourself against common (and extremely effective) persuasive techniques of salespeople (also useful in other areas of life). Psychology non-fiction. (<a href="https://www.goodreads.com/review/show/3820096175" target="_blank">my review</a>)</p><p><b><a href="https://www.goodreads.com/book/show/7170627-the-emperor-of-all-maladies" target="_blank">The Emperor of All Maladies: A Biography of Cancer</a></b> - Siddhartha Mukherjee<br />An Isaacson-caliber biography of a complicated subject; this book is a thorough, fascinating, and engaging history of cancer diagnoses and treatments. Medicine/science non-fiction. (<a href="https://www.goodreads.com/review/show/4121357209" target="_blank">my review</a>)</p><p><a href="https://www.goodreads.com/book/show/11324722-the-righteous-mind" target="_blank"><b>The Righteous Mind: Why Good People Are Divided by Politics and Religion</b></a> - Jonathan Haidt<br />An exploration of human morality and why our morals are different; this incredible book increased my patience and helped me understand where other people are coming from. Psychology non-fiction. (<a href="https://www.goodreads.com/review/show/3951951130" target="_blank">my review</a>)</p><p><b><a href="https://www.goodreads.com/book/show/3058480-2001" target="_blank">2001: A Space Odyssey</a></b> - Arthur C. Clarke<br />Must-read classic sci-fi with a perfect balance of awe and existential terror. Science fiction. (<a href="https://www.goodreads.com/review/show/2943532811" target="_blank">my review</a>)</p><p><b><a href="https://www.goodreads.com/book/show/8586375-failure-to-learn" target="_blank">Failure to Learn: The BP Texas City Refinery Disaster</a></b> - Andrew Hopkins<br />A must-read for anyone in manufacturing, chemical or process industries where process safety risks exist, and one of the best books on leadership and management I've ever read. Manufacturing/safety non-fiction. (<a href="https://www.goodreads.com/review/show/3483922457" target="_blank">my review</a>)</p><p><b><a href="https://www.goodreads.com/book/show/54968118-the-code-breaker" target="_blank">The Code Breaker: Jennifer Doudna, Gene Editing, and the Future of the Human Race</a></b> - Walter Isaacson<br />I love almost everything by Isaacson, but his latest subject is supremely interesting and the content could not be more relevant for building a deeper understanding of highly relevant technologies to fight COVID, as well as genetic engineering issues for years to come. Science/biography. (<a href="https://www.goodreads.com/review/show/3882601256" target="_blank">my review</a>)</p><p><b><a href="https://www.goodreads.com/book/show/331692.The_Complete_Maus" target="_blank">The Complete Maus: A Survivor's Tale</a></b> - Art Spiegelman<br />Compelling, funny, and sad graphic novel of the author's family's experience in concentration camps in WW2. Graphic novel/biography non-fiction. (<a href="https://www.goodreads.com/review/show/2724153845" target="_blank">my review</a>)</p><p><b><a href="https://www.goodreads.com/book/show/77566.Hyperion" target="_blank">Hyperion</a></b> - Dan Simmons<br />It's the Canterbury Tales (a band of unlikely travellers telling each other stories) but in a distant space-faring future, as they travel to confront a mysterious time-bending monster. Science fiction. (<a href="https://www.goodreads.com/review/show/4103495047" target="_blank">my review</a>)</p><p><a href="https://www.goodreads.com/book/show/49867148-the-mission" target="_blank"><b>The Mission</b></a> - David W. Brown<br />An extraordinarily entertaining account of the science and politics behind NASA's Europa Clipper mission, in the works for decades and now set to launch in ~2023. Space non-fiction. (<a href="https://www.goodreads.com/review/show/4342423754" target="_blank">my review</a>)</p><p><b><a href="https://www.goodreads.com/book/show/56269264-the-dawn-of-everything" target="_blank">The Dawn of Everything: A New History of Humanity</a></b> - David Graeber, David Wengrow<br />A fascinating and compelling take on "pre-history" that challenges every assumption and narrative about so-called pre-agriculture societies; the two Davids make pre-history exciting by starting from the hypothesis that ancient societies were comprised of smart, interesting, culturally and politically mature peoples. History/anthropology non-fiction. (<a href="https://www.goodreads.com/review/show/4106005464" target="_blank">my review</a>)</p>Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com0tag:blogger.com,1999:blog-6835776463130464454.post-86172554839639404872021-11-13T17:29:00.004-06:002022-02-20T09:38:44.462-06:00How To Update Home Assistant Core Plugin on TrueNAS <div><b>Update, Feb 2022</b>: Of course, I found better documentation here: <a href="https://github.com/tprelog/iocage-homeassistant/wiki/Updating-Home-Assistant">https://github.com/tprelog/iocage-homeassistant/wiki/Updating-Home-Assistant</a>. Original post below. <span><a name='more'></a></span></div><div><br /></div><div class="separator"></div>Over the last few month I've started playing around with Home Assistant. This has been fun! I will probably post more about it in the future.<br /><br />Recently I realized there was an update available, and because I'm running Home Assistant Core via the TrueNAS community plugin, there is no clear path to doing this.<br /><br />In the spirit of sharing useful things on the Internet I'll share what I figured out.<br /><br /><b>Note</b>: This assumes you've got your Home Assistant config <a href="https://www.blogger.com/#">set up in an external dataset</a>, as documented in the plugin documentation. <br /><br />Here's what I saw when I logged into the web interface of Home Assistant last week. This is a few months out of date. <div><img src="https://lh4.googleusercontent.com/YRQ55o5WVDAo3l0SPeVEk4px8B_481UBAtHXD98YgS6VYZWKztXKyrt2hkK5-wzQOQSiN_r9ju4wS0m_WKNBNp_OFyQlnPU4xetthOgqTgLZ-HQE3nGmImR65BrJhSvub42TFvFl=w292-h320" /><br /><br /><b>Step 1 - Update the Plugin Jail<br /></b>Using the TrueNAS web admin panel, run the jail updater. <br /><br /><img src="https://lh3.googleusercontent.com/WSq9GbAJpBwS2xTy4rslJXqM6-TetK0f7j3ZMhiZDAgMyb1EMY1TuCuX0iunWQoNflzq05SM36BTUBpiXjn0Y4u0AVkifp1219G2slcGY1C6SMi4sSMxq4GVBC5WPSk15dxxwrLl=w320-h163" /><br /><br />Click these boxes after clicking the update button:<br /><img src="https://lh3.googleusercontent.com/dK7d554qYd4P_cwZZZRxBrHQWmkPROBqc598fOoplJr--I4NwzQQvkPVvQe5xQEBq5uammbFialMGOV3txxmHPMx-l41niN5wfHGvM4w3Gj9HnjgjYDn4gsgGfSI1L1dDK4rkNEL=w288-h141" /><br /><br />Once the updates run and you log back into the HA web panel, you probably won't see any updates.<br /><br /><b>Step 2 - Log into the CLI (command line interface)<br /></b><ul style="text-align: left;"><li>ssh to your TrueNAS box </li><li>Login as su</li><li>Log into your HA jail with "iocage console homeassistant" (or replace homeassistant with the name of the jail) </li><li>A text-based menu should show up. </li><li>Pick Option 1 - Home Assistant Core </li><li>Pick Option 4 - Upgrade</li></ul> <br /><b>Step 3 - Done<br /></b>In the CLI, you'll see the current version:<br /><img src="https://lh3.googleusercontent.com/A-Mo4Jn7bvuGAGNB_QJY1lPhBeyIiWyN6vnNcrwX52bUn1iVHKskT2OD5anXBVi0StB9YjO85mWItZ893LvVpP8Immxtqta5FRO0T3fkhS_r23NrMY-RJpQ7jQggOn8rosHPSw51=w423-h182" /><br /><br />In the HA web interface, you'll see the most current version: <br /><img height="331" src="https://lh4.googleusercontent.com/puHzBKdEMMiYlAVUkQsIQMBbDEWQ6MqXj9OdFkXUTcMesNH89VqcV9ByvhoOg9URTBkDqJUIDFAbnz4X_tjbGEJEHij3RM_WTTRW4ZViJO48jtxP7DzCKqeH6CpJiSIUwtBYAfAA=w315-h331" width="315" /><div><br /></div><div><b>Condensed Procedure:</b></div><div><ol style="text-align: left;"><li>Update the Home Assistant Jail in TrueNAS to ensure all the necessary guts and pre-reqs are in place. </li><li>Log into the Home Assistant Jail via the CLI and run the updater. </li></ol><div>If you found this helpful, please leave a comment! (they are moderated due to awful spam on this platform, so will not appear immediately). </div></div></div><div><br /></div><div><b>Update, Feb 2022</b>: Of course, I found better documentation here: <a href="https://github.com/tprelog/iocage-homeassistant/wiki/Updating-Home-Assistant">https://github.com/tprelog/iocage-homeassistant/wiki/Updating-Home-Assistant</a></div>Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com0tag:blogger.com,1999:blog-6835776463130464454.post-62920274182231466642020-10-17T20:16:00.001-06:002020-10-17T20:18:26.684-06:00DIY Roof Rack for 2007-2011 Honda CRV <p>I am bringing this blog out of hibernation to post something that will eventually help maybe one or two people, many years from now. If it does, leave me a comment, I'd love to hear about it. </p><p>We have an upcoming project that will require a bunch of building things, involving 4x8 sheets of plywood. These cannot fit in a Honda CRV (at least not mine, a 2009 model). </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhY8-EbImfhea9UdwWTmtN4rhEBXzaidGqPNNoOtMJefNLMjudduwEDKcrKsRPPcHFaJF0F3lh79pOafG-J3i5_4ubCyAO-tdhXrfUqo51dSiOAFtfznyacgsPAAZAbwPsWH2oKXvBolVpM/s4032/PXL_20201017_185514811.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="3024" data-original-width="4032" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhY8-EbImfhea9UdwWTmtN4rhEBXzaidGqPNNoOtMJefNLMjudduwEDKcrKsRPPcHFaJF0F3lh79pOafG-J3i5_4ubCyAO-tdhXrfUqo51dSiOAFtfznyacgsPAAZAbwPsWH2oKXvBolVpM/w640-h480/PXL_20201017_185514811.jpg" width="640" /></a></div><p>I was inspired by <a href="https://www.mrmoneymustache.com/2012/09/20/a-diy-roof-rack-make-your-small-car-carry-big-stuff/" target="_blank">this post</a> on Mr. Money Mustache about building a DIY roof rack. I love this idea vs. paying for delivery, and unlocking future utility in my vehicle. </p><p>MMM's solution is to build a rigid square, strap/bungee the square to the frame, then load it up. I wanted to aim a bit higher and have something more durable - I'm too paranoid about a load flying off. </p><p>I started Googling "DIY roof rack Honda CRV" and didn't find much out there. The first thing I learned is that the 2007-2011 CRV has 8 bolts available for attaching roof racks. Plastic covers can be simply popped off with a flathead screwdriver: </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhrJfSBzNn5NhbBzW2Amxfdk8NSyvg1x894cxG9herxf2_OIKr9fVLaGSXqQyuEgdKhlw8oDxyJ4nkgBTJNgIzuvZaG2aHlKW22qS7avANQeo9urvUAZsREm-A5EkkDCaXkcKC-I5KsEmFe/s4032/IMG_20201015_200913_760.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="3024" data-original-width="4032" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhrJfSBzNn5NhbBzW2Amxfdk8NSyvg1x894cxG9herxf2_OIKr9fVLaGSXqQyuEgdKhlw8oDxyJ4nkgBTJNgIzuvZaG2aHlKW22qS7avANQeo9urvUAZsREm-A5EkkDCaXkcKC-I5KsEmFe/w640-h480/IMG_20201015_200913_760.jpg" width="640" /></a></div><p>Identifying the bolt type was another challenge. I found a <a href="https://www.youtube.com/watch?v=I75qyLIcutc" target="_blank">great video by "James"</a> on Youtube who identified conclusively the required part to make a rock-solid homemade roof rack:</p><p></p><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px;"><p style="text-align: left;"><b>M8 1.25-pitch coupling nuts</b></p></blockquote><p>I looked all over Saskatoon but no one carried them. I found <strike>these</strike> deez nuts at Canadian Tire but they are only a few mm tall; they are not "coupling":</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhXf1JxsSJc6g_Y4y6u4wa2-ltPJSAoTkzcsFl-C2MjmiQeVUnyhrcbdSSM2VTOdpBeCLMuLzRRTorM0ZcTP0smqIHNAxqyyGXz6Fmua4q6YDnAnVuFNI7yeOVvFy6RRaWK_Av2s1pQAXJQ/s4032/IMG_20201015_200935_348.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="4032" data-original-width="3024" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhXf1JxsSJc6g_Y4y6u4wa2-ltPJSAoTkzcsFl-C2MjmiQeVUnyhrcbdSSM2VTOdpBeCLMuLzRRTorM0ZcTP0smqIHNAxqyyGXz6Fmua4q6YDnAnVuFNI7yeOVvFy6RRaWK_Av2s1pQAXJQ/w300-h400/IMG_20201015_200935_348.jpg" width="300" /></a></div><p>I brought them home and verified that yes, these conclusively fit the 2007-11 CRV. </p><p></p><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px;"><p></p><p style="text-align: left;"><b>Note</b>: Apparently the bolts on top of the CRV are painted at the factory. This means the nuts are a bit hard to screw on at first. Installing a nut all the way and removing it makes it easier next time. </p><p></p></blockquote><p>Then I ordered a <a href="https://www.amazon.ca/gp/product/B01IZ16EO6/" target="_blank">10-pack of these coupling nuts on Amazon</a> at a cost of $16, plus extra for fast shipping</p><p></p><div class="separator" style="clear: both; text-align: center;"><img alt="" data-original-height="1100" data-original-width="1100" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgOaiLSv5q349bj6d4HznGUVimNbB6faoA-2HpkaTI526p6reKiEqMGpYcRtRRGqWqKUE_wvogDZhgF76IwDUgoBUMxag1R4mUlaBHhWcY5i7D7CTHq2LSI_ekHLlt8SxTNrNK94Nin2sjL/w400-h400/image.png" width="400" /></div>Next I built a rigid square frame out of leftover fence boards ($0). It's important to have 4 screws at each point - you'll be ratcheting stuff to this frame and want it to be solid. The frame is attached to "blocks" of 2"x4" that are used to stand the rest of the rack up over the roof, preventing contact between the rack and the roof. Here it is in our messy garage, leaning against a car that was most recently used as a garlic drying shelf and covered in sawdust:<p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh77Ji43WIUkQSNFVK_tMntV5D2qbykrdyjEVLmpinelkN17WSB3eMT1HuOaViutMQmPKLPXEjv3bDcb56i1LgsLTvKNFkWYGLF8UqMC4UjxVbuHs_66BzAabktJK1W27Ys1fzR49aMY36q/s4032/PXL_20201016_020302419.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="3024" data-original-width="4032" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh77Ji43WIUkQSNFVK_tMntV5D2qbykrdyjEVLmpinelkN17WSB3eMT1HuOaViutMQmPKLPXEjv3bDcb56i1LgsLTvKNFkWYGLF8UqMC4UjxVbuHs_66BzAabktJK1W27Ys1fzR49aMY36q/w640-h480/PXL_20201016_020302419.jpg" width="640" /></a></div><br /><p>I don't have a good close-up of how the frame is attached to the car, but here's how I stacked all the components: </p><p></p><ol style="text-align: left;"><li>CRV: M8 bolt built into car. </li><li>Flat metal washer just less than 1" in diameter - this ensures the first nut is about the right height. </li><li>M8 1.25 nut from the package about (this gets the coupling nut a but higher)</li><li>M8 1.25 30mm coupling nut from the Amazon link above. </li><li>2"x4" plywood block to stand the roof rack frame over the car roof</li><li>M8 1.25 50mm bolt (just the right height to go through a 2x4 and into the coupling nut</li></ol><div>The result is a SOLID roof rack at a final cost of under $40 (coupling nuts, 4 washers, and metric bolts;, all the wood was free/scrap). Here is the rack unloaded, loaded at Home Depot with two plywood sheets and some siding for the garage: </div><div><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi1qwKjpRHoEi_AJDSblcppah0p0-FnnkMMeoc_M6ll_r1MC97sdMUMhQS-pbz6Uy_EaouwdwQtOIEGFU8Cse89R_CnNYwfzp5GdGzOC6ySydgVV8d3_UKLwJDAkXVTihZbLWoY_Sjuj5Ks/s4032/PXL_20201016_014717726.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="3024" data-original-width="4032" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi1qwKjpRHoEi_AJDSblcppah0p0-FnnkMMeoc_M6ll_r1MC97sdMUMhQS-pbz6Uy_EaouwdwQtOIEGFU8Cse89R_CnNYwfzp5GdGzOC6ySydgVV8d3_UKLwJDAkXVTihZbLWoY_Sjuj5Ks/w640-h480/PXL_20201016_014717726.jpg" width="640" /></a></div><br /><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgUK7VS7et7QJ-iaTRpaj8SOGoXrlUazy8sZPqZBFkH4KwFqwzitafLeQLdWznfq7QzeEkiurwbr_ZybCJ36WKaFBGidlbOo8sHbDar6g5QrDmw9yATQZhb1QSj7OmTjbTKcdiW1IwJOLuu/s4032/PXL_20201017_184719414.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="3024" data-original-width="4032" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgUK7VS7et7QJ-iaTRpaj8SOGoXrlUazy8sZPqZBFkH4KwFqwzitafLeQLdWznfq7QzeEkiurwbr_ZybCJ36WKaFBGidlbOo8sHbDar6g5QrDmw9yATQZhb1QSj7OmTjbTKcdiW1IwJOLuu/w640-h480/PXL_20201017_184719414.jpg" width="640" /></a></div><br /><div class="separator" style="clear: both; text-align: center;"><br /></div><br /><div><br /></div><br /><p></p>Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com3tag:blogger.com,1999:blog-6835776463130464454.post-7013035526917422022018-06-06T21:27:00.001-06:002018-06-07T19:59:53.590-06:00Rebuilding a 1977 Luxman L-30 Stereo AmplifierMy uncle asked me if I could repair his Luxman L-30 stereo amplifier, circa 1976-78. I said I could, so I did!<br />
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The L-30 is a 2x35W integrated amp made by Lux corporation in Japan. The company is <a href="http://www.luxman.com/">still around</a>, making hifi products.<br />
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When Uncle Pete brought over his amp, it was dirty from sitting around, unused, for many years. One of the knobs had come apart. Turning the knobs while the unit was powered on produced some awful scratching noises, and the knobs were stiff and difficult to manipulate.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgK6ebJjQJBjBYlmzDN2qw9UUF2XEeL-SCdlKI9S2UCYK0cvuuUtlEgl9O9WKDtssgiQtUQNmR443q58MJHdfm7FRRkTAquFSPbQeSTCk6ObQ57_bV239TuI5m0GYZ7bTbV52sadYDdFOmm/s1600/20180316_114103.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1200" data-original-width="1600" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgK6ebJjQJBjBYlmzDN2qw9UUF2XEeL-SCdlKI9S2UCYK0cvuuUtlEgl9O9WKDtssgiQtUQNmR443q58MJHdfm7FRRkTAquFSPbQeSTCk6ObQ57_bV239TuI5m0GYZ7bTbV52sadYDdFOmm/s640/20180316_114103.jpg" width="640" /></a></div>
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I took the amp apart for the first time and cleaned the potentiometers with DeoxIT, a miracle contact cleaner. After turning each knob back and forth about a hundred times, the crackling was eliminated. I also blew out a cubic foot of dust and made some observations about the electronic guts.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhfSUJdMv6-TWVHeZDvBYhsflVS3OxsDx1MhOqW2w8JACiC8h4_AfQ-eXfQC0ZOxn164ahF8C2-dLckocdWKL9CplYlFekrqQ9SBAHa1rZZEfmZ5qBWRfgvyHwpX2QJ8aOjD4zTJYN0tllo/s1600/20180318_111402.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1200" data-original-width="1600" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhfSUJdMv6-TWVHeZDvBYhsflVS3OxsDx1MhOqW2w8JACiC8h4_AfQ-eXfQC0ZOxn164ahF8C2-dLckocdWKL9CplYlFekrqQ9SBAHa1rZZEfmZ5qBWRfgvyHwpX2QJ8aOjD4zTJYN0tllo/s640/20180318_111402.jpg" width="640" /></a></div>
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Many of the original electrolytic capacitors had leaked their electrolyte gunk (see the big black one in the image below).<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhV3MwtNDne6vqGAYwPMEFeufn5F3dvlus1fXFzTX5KQ810fvAow7449Fi_NSkpqWye9MueWU5tS60aQksBFgq8cNi_2nWIaVka8rG1vnR6JhJVAvDmhFxn6YZh9W_QMo4kV_Atm7AOf9sO/s1600/20180329_142405.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1200" data-original-width="1600" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhV3MwtNDne6vqGAYwPMEFeufn5F3dvlus1fXFzTX5KQ810fvAow7449Fi_NSkpqWye9MueWU5tS60aQksBFgq8cNi_2nWIaVka8rG1vnR6JhJVAvDmhFxn6YZh9W_QMo4kV_Atm7AOf9sO/s640/20180329_142405.jpg" width="640" /></a></div>
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<a href="http://www.hilberink.nl/codehans/luxman14.htm">I found a great resource on repairing this exact amplifier</a>. The author advised to check the small signal transistors for a "silver oxide creeping disease". The problem was that in the 70s, Hitachi "tinned" the leads of many transistors with silver (instead of tin). Silver oxidises over time, and the rust creeps up the legs of the transistors and eventually rots the guts.<br />
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjl4FbNKLaK_LRfaFKRN_952z9ejhAFNemjAljRJTgfepctxM8EgTRz-FpKz5HOPeoucAqHq-rBVQBfaaZbQJAL8-ID3cyzfD8I207un68hHfynhybNt9maWnI0Gitf1z65I6oVQEWHagic/s1600/20180329_152709.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1284" data-original-width="1600" height="512" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjl4FbNKLaK_LRfaFKRN_952z9ejhAFNemjAljRJTgfepctxM8EgTRz-FpKz5HOPeoucAqHq-rBVQBfaaZbQJAL8-ID3cyzfD8I207un68hHfynhybNt9maWnI0Gitf1z65I6oVQEWHagic/s640/20180329_152709.jpg" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">It's hard to tell that the leads of the smaller transistor (installed back-to-back with a larger one) has blackened legs, not silvery/metallic like the other components.</td></tr>
</tbody></table>
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<div>
I found some great supporting resources:</div>
<div>
<ul>
<li><a href="https://drive.google.com/open?id=141aOudnWlK0ZUuBpXKqqJlV_2pTRNO2B">Luxman L-30 Service Manual</a> - circuit schematic, parts list, circuit board layout diagrams, and re-calibration info. Absolutely critical! </li>
<li><a href="http://www.hilberink.nl/codehans/luxman.htm">Hans Hilberink's Luxman Vintage Audio Website</a>, specifically <a href="http://www.hilberink.nl/codehans/luxman14.htm">this page</a> about the L-30. </li>
<li><a href="https://vintageaudiorepair.nl/portfolio/luxman-l30/">Vintage Audio Repair L-30</a> - Dutch website with great before-and-after pictures of an L-30 rebuild. </li>
</ul>
<div>
So, what's the final scope? I decided to: </div>
</div>
<div>
<ul>
<li>Replace 42 electrolytic capacitors, same specs as originals. I am not savvy enough with analog circuits to contemplate upgrades;</li>
<li>Replace 17 small transistors (TO-92 package); </li>
<li>Replace the factory speaker terminals with newer, nicer binding posts with banana plug connectors;</li>
<li>Do a nice cosmetic cleanup of the knobs and faceplate. </li>
</ul>
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<b><br /></b></div>
<div>
<b>What I did, and what I learned. </b></div>
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<br /></div>
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I spec'd and ordered all my parts from Digikey. My parts list is <a href="https://docs.google.com/spreadsheets/d/1Y9OR4qFPglhNxnzN4phB1f2075tlhn1UitLHibtxcrY/edit?usp=sharing">here on Google Sheets</a>. I ordered Nichicon brand capacitors (UKA, USW and UKT series) and ON Semiconductor transistors. For the capacitors, if I couldn't find an exact replacement, I spec'd the same capacitance at the next-highest voltage rating. </div>
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I splurged and bought wire labels for disassembly. This was probably the best idea I had for the entire project. The kit of professional wire labels kept me organized and made re-assembly a cinch. (the link to the kit is in my parts spreadsheet, linked above). </div>
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<b>Mistake #1</b>: Instead of desoldering the wired pins from the circuit board, I desoldered the <b>wires <i>from</i> the pins</b>, instead of the pins from the board. This made reassembly WAY harder than it needed to be! In fact, to reassemble, I desoldered the pins from the board, soldered the pins to the wires, then soldered the pins back into the board. I doubled my work for no reason. </div>
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhGkYzYqxWprFKK_nFhZGJuoX9WE77h8lU1xOGL3Fea74vk7S9E-GtVJPen7GHF7BpuQoLIBmpplRvgWCoWYVFBYhFX861Zwly2-UifYhWwYJa4sS-TysIV33O2vmGEGQ76cslRlaGRLHEV/s1600/20180329_144705-COLLAGE.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1600" data-original-width="1201" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhGkYzYqxWprFKK_nFhZGJuoX9WE77h8lU1xOGL3Fea74vk7S9E-GtVJPen7GHF7BpuQoLIBmpplRvgWCoWYVFBYhFX861Zwly2-UifYhWwYJa4sS-TysIV33O2vmGEGQ76cslRlaGRLHEV/s640/20180329_144705-COLLAGE.jpg" width="480" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><b>Top</b>: Desoldered pins from wires. Mistake! <b>Bottom</b>: Pins soldered to wires, with nice labels. </td></tr>
</tbody></table>
<div>
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<br /></div>
<div class="separator" style="clear: both; text-align: left;">
First up for replacement were the capacitors. They were simple to replace because the polarity is printed on the circuit boards. </div>
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<br /></div>
<div class="separator" style="clear: both; text-align: left;">
Another great purchase for this project was a solder-sucker. Previously I'd only used desoldering braid (copper braid that absorbs solder when heated). A solder-sucker makes it SO EASY to remove components - suck off most of the solder with a puff of air, then remove the tiny remaining bit with braid. The sucker I got is on my parts list too. </div>
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjLvzDs4mK4H-spe3CV4jPrduL4tpju6MuULingORZcGyHZcpJQz5QLqcP9NdrkU382tdnNU-C4yus5HzWl9nsaFEkq4JFCr2m1BlM1zIwBKqVh7rejziOtDyZAq7E9yR53KIUs1diXjtMR/s1600/20180512_112554-COLLAGE.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1600" data-original-width="1201" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjLvzDs4mK4H-spe3CV4jPrduL4tpju6MuULingORZcGyHZcpJQz5QLqcP9NdrkU382tdnNU-C4yus5HzWl9nsaFEkq4JFCr2m1BlM1zIwBKqVh7rejziOtDyZAq7E9yR53KIUs1diXjtMR/s640/20180512_112554-COLLAGE.jpg" width="480" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><b>Top</b>: New capacitors in blue (bigger ones) and gold (smaller ones). <b>Bottom</b>: Original PB-1009 circuit board. </td></tr>
</tbody></table>
Next up were the transistors. They are trickier than capacitors:<br />
<ol>
<li>They have three leads (leads);</li>
<li>The pin-out of the new transistors (Emitter-Base-Collector) is different from the old (Emitter-Collector-Base), and; </li>
<li>They must be installed correctly or else they won't function as intended! Funny things will happen. </li>
</ol>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgVZ22m-7Ik5YHtDb7BdXs2EJPwEmo0sGhn7rTfqfsG_kIp7KCEsnUSx-wiE292vvX5FFhW6VvqaVAuKC_wgTHrYVCRNd-Mrq4VT5PRectscdRt9g_7THD9kvoH0dYNPNOqvsTz85waFlSQ/s1600/20180519_135749-COLLAGE.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1600" data-original-width="1201" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgVZ22m-7Ik5YHtDb7BdXs2EJPwEmo0sGhn7rTfqfsG_kIp7KCEsnUSx-wiE292vvX5FFhW6VvqaVAuKC_wgTHrYVCRNd-Mrq4VT5PRectscdRt9g_7THD9kvoH0dYNPNOqvsTz85waFlSQ/s640/20180519_135749-COLLAGE.jpg" width="480" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><b>Top</b>: PB-1008 with new capacitors (blue, gold) and transistors (black). <b>Bottom</b>: Original circuit board. </td></tr>
</tbody></table>
<div>
The last upgrade was replacing the old wind-only speaker binding posts with modern banana jacks, where you can wind or insert your bare speaker wire, or plug in a cable with a banana plug. </div>
<div>
<br /></div>
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiNMU3efQFXJ1p76QwOPgNWCoMUhqLwu7w_HE97J4vNnEz__-NdovIARITJuxlFuqnMnq6QPwEDKuMG-Aliz2uobsHwetRQveelZPTsfOQzSTLGl7vQP5twbPrT2X-s82xRVUadcgjCzZjN/s1600/20180316_114324-COLLAGE.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1600" data-original-width="1201" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiNMU3efQFXJ1p76QwOPgNWCoMUhqLwu7w_HE97J4vNnEz__-NdovIARITJuxlFuqnMnq6QPwEDKuMG-Aliz2uobsHwetRQveelZPTsfOQzSTLGl7vQP5twbPrT2X-s82xRVUadcgjCzZjN/s640/20180316_114324-COLLAGE.jpg" width="480" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><b>Top</b>: New binding posts. <b>Bottom</b>: Original speaker terminals. </td></tr>
</tbody></table>
<div>
Next up: testing and reassembly.</div>
<div>
<br /></div>
<div>
I carefully reconnected the pins and wires to the two main circuit boards and arranged them back in the case. I followed the instructions in the service manual to do the 2-step calibration. Step One was an "Idle [current] adjust"; you remove a pair of fuses and measure the current between two terminals. If, after a minute of power-on time you're reading 45mA, you're good to go. I was fine. A good start! </div>
<div>
<br /></div>
<div>
<b>Mistake #2</b>: The second step is to check the "Zero DC [voltage] offset". You want the reading across each channel's speaker terminals within +/- 50mV (millivolts). I measured the right channel at about 25mV. I measured the left channel at 33V - over 600 times what I expected! </div>
<div>
<br /></div>
<div>
Disappointed, I pulled everything apart and started hunting for mistakes. I knew it was going to be a transistor installed incorrectly because one channel was good, one bad, and capacitors don't amplify voltages. After a few minutes of searching, and double- and triple-checking my work, I found one transistor (Q202a) installed incorrectly. </div>
<div>
<br /></div>
<div>
<b>Lesson learned</b>: the calibration procedure was <b>critical</b>. If I had just plugged it into my speakers to test, I'd be shopping for a new pair of speakers. </div>
<div>
<br /></div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiNIPyT4mZQgFegvYW_iyNm2yJNPg5h134Ot4RQCaUBlfC42TAKau1by8cMD59CxElXnSYo-s-8tQsyJmFlrIdnvl7UFr0uVD69tq51MdijWJ6BgXw10cHr4welALECV716GKI9yD-xxl1O/s1600/20180603_195437.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1200" data-original-width="1600" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiNIPyT4mZQgFegvYW_iyNm2yJNPg5h134Ot4RQCaUBlfC42TAKau1by8cMD59CxElXnSYo-s-8tQsyJmFlrIdnvl7UFr0uVD69tq51MdijWJ6BgXw10cHr4welALECV716GKI9yD-xxl1O/s640/20180603_195437.jpg" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Work bench during one disassembly. </td></tr>
</tbody></table>
<div>
<br /></div>
<div>
<br /></div>
<div>
Excited, I put everything back together for final testing. Both calibration checks checked out. All good. It's time to fire this baby up! </div>
<div>
<br /></div>
<div>
I assembled the amp and took it inside. I powered it on. I queued up a record, dropped the needle, and....</div>
<div>
<br /></div>
<div>
Nothing.</div>
<div>
<br /></div>
<div>
Not a sound came out of the speakers. I turned up the sound just a bit. I heard something - so I maxed it. Terrible, choppy, intermittent sound. I could hear all the loud bits but the quiet parts of the song just dropped off. Stuttery. </div>
<div>
<br /></div>
<div>
My heart fell - I really thought it was going to work. I had no idea what the problem might be. Disappointed, I went back to the garage for disassembly #3. </div>
<div>
<br /></div>
<div>
<b>Mistake #3</b>: Since the problem was present on both channels, I reasoned that I had a serious issue with parts/components. I printed out 7 transistor data sheets (4 old types, 3 new) and started comparing specs.</div>
<div>
<br /></div>
<div>
After a few minutes of comparing data sheets I realized that I did something so dumb that I had to quadruple-check to be sure. Everywhere I wanted to install a BC550 transistor, I'd installed a BC560, and vice-versa. </div>
<div>
<br /></div>
<div>
How did I manage something like this? I looked at my parts list, and from Day 1 I'd spec'd the wrong transistors. </div>
<div>
<br /></div>
<div>
I figured it out later that day. Looking at Hilberink's website again, he says: </div>
<blockquote class="tr_bq">
<span style="background-color: white; color: #cc3300; font-size: medium;">The 2SA836 and 2SC1345 made by Hitachi will sooner or later add a lot of noise and even storm and thunder to your RIAA amp. [...]</span><br />
<span style="background-color: white; color: #cc3300; font-size: medium;">Replace with modern BC550C/BC560C and all noise problems are history. </span></blockquote>
I read these two sentences, and without even thinking to double check, noted to replace 2SA836 units with BC5<b>5</b>0, and to replace 2SC1345 units with BC5<b>6</b>0. In fact, it should have been the other way around (2SA836->BC560, both PNP type, and 2SC1345->BC550, both NPN type). This was totally my error - rushing, misunderstanding, and not double checking. I only had to replace 11 transistors and I'd be all set.<br />
<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEigx9t6K1xdR4ZsY7209DcfOIR9qFulxwczOsr6t0KUy-VMzU-40ypkjIJ0Z2kwoBF89f-j575YGdUPSlBLQCdW_aw-JF6CMkxoeQGjfDwpqSP8pbMyOtTnDkqX9dI3vl8Mp0K1fiAORlDG/s1600/20180603_202248.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1200" data-original-width="1600" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEigx9t6K1xdR4ZsY7209DcfOIR9qFulxwczOsr6t0KUy-VMzU-40ypkjIJ0Z2kwoBF89f-j575YGdUPSlBLQCdW_aw-JF6CMkxoeQGjfDwpqSP8pbMyOtTnDkqX9dI3vl8Mp0K1fiAORlDG/s640/20180603_202248.jpg" width="640" /></a></div>
<br />
One more set of calibrations as a sanity-check, then I assembled the L-30 for the last time. I'd cleaned and polished the faceplate and all the knobs. The volume knob, which had fallen apart, was securely glued back together.<br />
<br />
I plugged the unit it and dropped in an Ella Fitzgerald & Louis Armstrong album that I found in my parents' collection. I don't have the musical vocabulary to describe it as anything other than AMAZING. Superb warm sound.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhnCdXi0Go7n8JZcCDKeD8u-8S7B63VDSWs8ciIxcu1bfTj9wkuQPD-8m2zifJruFeMCxqibjdxYvShASPOTsBHycIHCRLuMhzNS2pg7fxi0078b2viOt2-4t55NDLil4_fAJPqS82_5Wyo/s1600/20180603_203448.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1200" data-original-width="1600" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhnCdXi0Go7n8JZcCDKeD8u-8S7B63VDSWs8ciIxcu1bfTj9wkuQPD-8m2zifJruFeMCxqibjdxYvShASPOTsBHycIHCRLuMhzNS2pg7fxi0078b2viOt2-4t55NDLil4_fAJPqS82_5Wyo/s640/20180603_203448.jpg" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">That <i>warm </i>sound... get it?</td></tr>
</tbody></table>
That was Sunday night, and over the next few nights I listened to all kinds of stuff. It's hard to explain how the Luxman L-30 drives my KEF LS50 speakers in a totally different way than my NAD 3020 (rebuilt 2 years ago, and going strong). I was in love.<br />
<br />
My Uncle Pete came over tonight to pick it up, and I think he was blown away. He brought over a record (I don't recall which one!) and we listened to most of the A side. Then we listened to tracks from The Sword, The Rolling Stones, Yngwie Malmsteen, Tony Bird, Eternal Champion, Iron Maiden, and Buffalo Springfield.<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
</div>
He was excited to be leaving with it, and I was sad to see it go! This was an exceptionally fun project, and challenging because I make some mistakes along the way. That's OK because I learned more than I would have otherwise.<br />
<br />
What's next?<br />
<br />
<a href="https://photos.app.goo.gl/un13Rq54DPCf1O6a2">Full album/gallery. </a></div>
</div>
Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com17tag:blogger.com,1999:blog-6835776463130464454.post-62034646420103433232016-08-04T11:57:00.001-06:002016-08-04T11:57:18.167-06:00Re-cap on NAD 3020 Stereo AmplifierA few weeks back I started hunting for a turntable and amplifier. My dad had his old kit boxed up in my parents' garage and he was happy to give the NAD 3020 amp and Onkyo CP-1010A turntable a new home!<br />
<br />
After connecting all the gear, everything sounded good (so, so good), but occasionally the right stereo channel would drop out. A sharp tap on the amplifier would bring it back. Apparently this is symptomatic of failed or failing capacitors, because electrolytic capacitors are generally not designed to last 30 years or more.<br />
<br />
I found the <a href="https://drive.google.com/file/d/0B9z9Mpfgr6d5cy1vbUlWNmdyTE0/view?usp=sharing">service manual</a> for the NAD 3020 online and was amazed to find a full design circuit diagram, parts list, and labelled circuit board wiring diagram. Replacing the caps was going to be easy.<br />
<br />
I put together a quick <a href="https://docs.google.com/spreadsheets/d/153dmMEysTii4z-hio8ww-uFcS3v7qSnU7Ep1rvS_rk8/edit?usp=sharing">parts list</a> of all the capacitors I had to replace - 42 in total. Only the electrolytic capacitors required replacement because the conductive electrolyte inside them can (and did) leak over time. The ceramic and mylar capacitors inside all passed a visual inspection.<br />
<br />
I placed a Digikey order (~$60 for the bare minimum parts but I ordered spares and ended up around ~$90) and warmed up my soldering iron. Sure enough, a good number of the caps were trashed:<br />
<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhDxsEKiOwELVJsAtx4_Wny0N9jPF62eAla_hXE4TcTYifpHrWtWI7s_atqFJ-yqI7knQxk-ZmudBuTjraXQTtZ7WqGXLn-BA_Tg2u2xhkv1ayPJhkrq6afWZiGw2dZJMJdukod1PA9G_rp/s1600/IMG_2834.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhDxsEKiOwELVJsAtx4_Wny0N9jPF62eAla_hXE4TcTYifpHrWtWI7s_atqFJ-yqI7knQxk-ZmudBuTjraXQTtZ7WqGXLn-BA_Tg2u2xhkv1ayPJhkrq6afWZiGw2dZJMJdukod1PA9G_rp/s640/IMG_2834.JPG" width="640" /></a></div>
<br />
One daugherboard with caps removed. You can see the gunk where the electrolyte leaked in at least two places.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiVk88mHPq0a1BPaMfVpftNRpQMpmm2w6ssrlK3LuhWAgHIb-woq0eWPmmpI-dGdk-0dHE1uEmN9gVKJEej2U2g0AKEVCU-jce2lxjg4R-OR80fRDiCFqMNQaZlmO4_vMVdgpiTT7HWL3q0/s1600/IMG_2827.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiVk88mHPq0a1BPaMfVpftNRpQMpmm2w6ssrlK3LuhWAgHIb-woq0eWPmmpI-dGdk-0dHE1uEmN9gVKJEej2U2g0AKEVCU-jce2lxjg4R-OR80fRDiCFqMNQaZlmO4_vMVdgpiTT7HWL3q0/s640/IMG_2827.JPG" width="640" /></a></div>
<br />
The order arrived and I started installing new caps Here's that daugherboard back in place. Anything blue or gold in this pic is brand new:<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhybkp8da23ORjm0YYQr9sBE2AaY8pzUVFnhrH4OaYG4LoXdcUfKHywWf1rp5pKYnIIZiA6sJEap1emG4yoyDm0N6Mi4hW5Ea7D4KIkezWWTmP791eeNs_S5Vot8rheGQ5UJVjdZKqz1YE9/s1600/IMG_2830+%25281%2529.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhybkp8da23ORjm0YYQr9sBE2AaY8pzUVFnhrH4OaYG4LoXdcUfKHywWf1rp5pKYnIIZiA6sJEap1emG4yoyDm0N6Mi4hW5Ea7D4KIkezWWTmP791eeNs_S5Vot8rheGQ5UJVjdZKqz1YE9/s640/IMG_2830+%25281%2529.JPG" width="640" /></a></div>
<br />
These 2200 μF caps were the biggest, and replaced 4 completely trashed caps on the input power filtering (I think). All the new parts were different brands and dimensions than the old ones, but that's okay. For cap replacements, as long as the capacitance is the same and the voltage rating matches or lightly exceeds the original, you should be good. Or so I read.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhubG5pV2cuJZ-VoXZt-6kWomTT-Eb6q6K5adJuKyvGOt3T0qLvMkEWKpAZLHS861ch4rz9LWOO3dqWENGKCikWG0_HjTuD9i_V4LCZeuyZlFAkJorceUMDbYUZrHONMrFsczrMU_0LDe8g/s1600/IMG_2831.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhubG5pV2cuJZ-VoXZt-6kWomTT-Eb6q6K5adJuKyvGOt3T0qLvMkEWKpAZLHS861ch4rz9LWOO3dqWENGKCikWG0_HjTuD9i_V4LCZeuyZlFAkJorceUMDbYUZrHONMrFsczrMU_0LDe8g/s640/IMG_2831.JPG" width="640" /></a></div>
<br />
Powered back up!<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhOr5-aYBBXJ_YjP9vXK7PdwdFv95xqPYrhyphenhyphenrdeyUdqcAAbSnMHyws_E64BGlnzFaBNeb-pHoltqFOgbLgmeFaG3m7WPo07Vg4tkTj_2QY3hLNaamVx-ECnKQdCkcfV12uVtBW6noWiwyM4/s1600/IMG_2836.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhOr5-aYBBXJ_YjP9vXK7PdwdFv95xqPYrhyphenhyphenrdeyUdqcAAbSnMHyws_E64BGlnzFaBNeb-pHoltqFOgbLgmeFaG3m7WPo07Vg4tkTj_2QY3hLNaamVx-ECnKQdCkcfV12uVtBW6noWiwyM4/s640/IMG_2836.JPG" width="640" /></a></div>
<br />
The first thing I noticed was that everything sounded a bit sharper, but the amp still has a beautiful warm tone. When I listen to music on this setup, I am amazed to hear new details in songs I've heard hundreds of times - instrumental trills, soft vocals, basslines, and more.Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com3tag:blogger.com,1999:blog-6835776463130464454.post-77075036960178861942016-06-20T20:30:00.003-06:002016-06-20T20:30:54.684-06:00MLB.com Fantasy Baseball Score CheckerI've been hacking away on a project for my fantasy baseball league. MLB.com's fantasy baseball has its daily scoreboard in flash, so it doesn't work on mobile. <br />
<br />
Not only did I want to check my score on mobile, I thought having easily accessible scores on mobile would make things more engaging for the whole league!<br />
<br />
I wrote a python script to scrape values from MLB servers and display them in a simple interface:<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_AxiH7ppD7IP6KMjEszY1azvH1T10aIunKgF1JxQNNX1XNcSS6JT_rC0EjKRqlrI2Dds7C7qq4jZJPrmjHD1iV7lMoLxw_qETBu0P_kDHFPVzO0EY3jvBHLI8Iieqe5OMQZ4b64M13SRq/s1600/score_checker.PNG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_AxiH7ppD7IP6KMjEszY1azvH1T10aIunKgF1JxQNNX1XNcSS6JT_rC0EjKRqlrI2Dds7C7qq4jZJPrmjHD1iV7lMoLxw_qETBu0P_kDHFPVzO0EY3jvBHLI8Iieqe5OMQZ4b64M13SRq/s1600/score_checker.PNG" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">This league has classy team names. </td></tr>
</tbody></table>
The basic flow of the script is:<br />
<ol>
<li>Get the fantasy league schedule JSON data from this URL:<br /><a href="http://www.mlb.com/fantasylookup/json/named.fb_index_schedule.bam?league_id=1514">http://www.mlb.com/fantasylookup/json/named.fb_index_schedule.bam?league_id=1514</a><br />Note the league_id can be found with CTRL-F if you "view source" on your league homepage.</li>
<li>Process the fantasy league schedule and build a big Python dictionary called this_week (I should have built a class - maybe that's on the todo list). This step figures out all of the fantasy team_id's that belong to your league_id.<br />Also, build each team's roster based on the fantasy team roster data. The period_id comes from the schedule data, and the player_ids come from here:<br /><a href="http://www.mlb.com/fantasylookup/json/named.fb_team_lineup.bam?&team_id=9972&period_id=13">http://www.mlb.com/fantasylookup/json/named.fb_team_lineup.bam?&team_id=9972&period_id=13</a></li>
<li>Figure out which games are being currently played in real life. This can be done by counting the number of folders containing matching regex <b>gid_[0-9]{4}_[0-9]{2}_[0-9]{2}[a-z0-9_]*</b> from this directory:<br /><a href="http://gdx.mlb.com/components/game/mlb/year_2016/month_04/day_25/">http://gdx.mlb.com/components/game/mlb/year_2016/month_04/day_25/</a> (substitute today's date)<br />Specifically, we are looking for the boxscore.json files for each game: <br /><a href="http://gdx.mlb.com/components/game/mlb/year_2016/month_04/day_25/gid_2016_04_25_chamlb_tormlb_1/boxscore.json">http://gdx.mlb.com/components/game/mlb/year_2016/month_04/day_25/gid_2016_04_25_chamlb_tormlb_1/boxscore.json</a><br />We are going to use these to calculate the fantasy points for each player's real-life stats.</li>
<li>Grab every boxscore.json file for today's real-life games, read the data and build a monster dictionary called super_boxscore.</li>
<li>Loop through all of the fantasy player rosters in the this_week variable, and look up the player_ids in the super_boxscore variable. Calculate fantasy points for each player_id.</li>
<li>Show the results!</li>
</ol>
<div>
I wrote most of this blog post a month ago, intending to add more features and make a richer blog post. Sadly, like many of my projects it has stalled at nowhere near completion and I have not put in any time over the last 4-5 weeks! </div>
<div>
<br /></div>
<div>
But if you are running an MLB.com fantasy league and you want a better mobile interface for your members, check out my project on Github: <a href="https://github.com/b-neufeld/mlb-fantasy-checker">https://github.com/b-neufeld/mlb-fantasy-checker</a> </div>
Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com0tag:blogger.com,1999:blog-6835776463130464454.post-15476449745681384942016-05-12T17:00:00.000-06:002016-05-27T13:22:59.803-06:00Automatically Generate Screenshots of Foxboro I/A Graphics At work we have a Foxboro I/A control system. I was getting a lot of requests to take screenshots of control system graphics - which I don't mind fulfilling, because usually someone wants to make something better.<br />
<br />
I wanted a better way to fulfill these requests! Something that can do everything at once.<br />
<br />
<a href="http://www.freelists.org/post/foxboro/foxboro-HMI-SCREEN-SNAPSHOTS,6">I found an old post</a> on the "Foxboro Freelist", a user-run mailing list for Foxboro system maintainers. Back in November <a href="http://www.freelists.org/post/foxboro/Sharing-ksh-script-for-FoxView-display-overlay-screenshots">I posted an improved version</a>, but I have improved it again since (continue reading).<br />
<blockquote class="tr_bq">
<span style="font-family: "courier new" , "courier" , monospace;">for DISP in $(find /opt/graphics/disp/ /opt/graphics/control/ /opt/graphics/trend/ /opt/graphics/loadout/disp/ /opt/graphics/powerhouse/ -name "*.fdf")<br />do<br /><span class="Apple-tab-span" style="white-space: pre;"> </span>cd d:<br /><span class="Apple-tab-span" style="white-space: pre;"> </span>pref -SPR1SR dmcmd /opt/graphics/disp/BLANKSCRN.fdf<br /><span class="Apple-tab-span" style="white-space: pre;"> </span>sleep 2<br /><span class="Apple-tab-span" style="white-space: pre;"> </span>echo $DISP<br /><span class="Apple-tab-span" style="white-space: pre;"> </span>pref -SPR1SR dmcmd $DISP<br /><span class="Apple-tab-span" style="white-space: pre;"> </span>sleep 5<br /><span class="Apple-tab-span" style="white-space: pre;"> </span>cd 'C:/Program Files (x86)/HyperSnap 6'<br /><span class="Apple-tab-span" style="white-space: pre;"> </span>echo $PWD<br /><span class="Apple-tab-span" style="white-space: pre;"> </span>FILE=$(echo `date +%Y-%m-%d`$DISP | sed 's/\//-/g')<br /><span class="Apple-tab-span" style="white-space: pre;"> </span>echo $FILE<br /><span class="Apple-tab-span" style="white-space: pre;"> </span>SAV="D:/opt/screenshots/$FILE.png"<br /><span class="Apple-tab-span" style="white-space: pre;"> </span>echo $SAV<br /><span class="Apple-tab-span" style="white-space: pre;"> </span>HprSnap6 -snap:awin -save:png $SAV<br /><span class="Apple-tab-span" style="white-space: pre;"> </span>pref -SPR2SR dmcmd close<br />done<br />exit</span></blockquote>
Notes:<br />
<br />
<ul>
<li>In the first FOR statement, you can specify as many graphics subfolders as you want. </li>
<li>Replace <span style="font-family: "courier new" , "courier" , monospace;">SPR1SR </span>with the DM (Display Manager) name of the FoxView instance you will be working on. The script calls the graphic to the DM you specify, then calls HyperSnap via its command line interface to take a screenshot. </li>
<ul>
<li>Just to be clear, the script WILL open these graphics live on your AW (application workstation) and take a screenshot. It won't happen in the background. So if you have any graphics that invoke scripts when opened or closed, exclude those folders from the FOR statement. </li>
<li>This will tie up your AW for however long it takes to open all of your graphics. I like to run the script at the end of the day. If the screensaver comes on, it does not seem to matter. </li>
</ul>
<li>Create a blank graphic (BLANKSCRN.fdf) for the script to call in between live process graphics. </li>
<li>The sleep commands are necessary because Foxboro users know that graphics don't load instantly - graphics need to query data from the OM (Object Manager) before they're usable. </li>
<li>Assumes you have HyperSnap 6 installed (should ship with all AW's)</li>
<li>The output file is named with the date, folder path and filename. For example, 2016-05-12-path-to-graphic-filename.fdf.png. </li>
<li>The echo statements are unnecessary, but it is useful to see their output for debugging. </li>
<li>Save the above as a .ksh file and run in the Kornshell environment. </li>
<li>If you want to generate screenshots of overlay files (popups), change this:</li>
<ul>
<li><span style="font-family: "courier new" , "courier" , monospace;">pref -SPR1SR dmcmd $DISP</span></li>
<li>to this:</li>
<li><span style="font-family: "courier new" , "courier" , monospace;">pref -SPR1SR dmcmd "dmcmd ov $DISP -l MIDDLE -move"</span></li>
</ul>
</ul>
<div>
Since coming up with this script, we generate screenshots of 200+ graphics on a monthly basis and drop them in a network folder on our Business LAN. This way, anyone who is interested can take a look at the current state of the control graphics, find errors and suggest improvements. </div>
<div>
<br /></div>
<div>
Drop me a line if you find this through Google - I'd love to know if this helped you out!<br />
<br />
<b>Update 2016-05-27</b>: I've put this up on Github so people can download the .ksh directly, or contribute to making it better! <a href="https://github.com/b-neufeld/fox-auto-generate-screenshots">https://github.com/b-neufeld/fox-auto-generate-screenshots</a></div>
Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com0tag:blogger.com,1999:blog-6835776463130464454.post-60099927613082542842016-04-06T19:20:00.000-06:002016-04-06T19:20:28.884-06:00Quiche Lorraine More Great British Bake Off-inspired cooking - I made Quiche Lorraine today. I've never made a quiche before in my life! It was fun and delicious.<br />
<br />
I found <a href="http://www.houseandgarden.co.uk/recipes/main-courses/quiche-lorraine">this recipe</a> that was the main inspiration, but I wanted to add broccoli so I took some hints from <a href="http://allrecipes.com/recipe/24148/easy-broccoli-quiche/">this recipe</a> too. I also have a 22cm tin and the recipe called for 20cm, so I tried to scale everything up a bit.<br />
<br />
Final ingredients list for my version:<br />
<br />
<b>Pastry</b><br />
100g butter, cubed<br />
200g all-purpose flour<br />
3 1/4 tbsp cold water<br />
<br />
Hand mix flour & butter to crumb consistency, add water, form dough ball, roll out on floured counter, set in tin, refrigerate 20-30 minutes, blind bake 10 minutes at 450 degrees, remove blind and bake 10 more minutes. <br />
<br />
<b>Filling</b><br />
6 strips of bacon<br />
1 big onion, sliced & carmelized<br />
1 medium broccoli crown, cut small and added to the onions for the last 10 min of carmelization<br />
160g Gruyère cheese, grated 4 large eggs<br />
200 ml whipping cream<br />
100 ml whole milk<br />
Salt & pepper<br />
<br />
It ended up taking about 40-45 minutes in the oven at 350 degrees.<br />
<br />
<b>Results</b><br />
<b><br /></b>
It was GREAT if I do say so myself! Could have used a bit more salt, a bit more filling overall, but I'd make this again for sure.<br />
<b><br /></b>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgpZyx-bzbQ9O4HF23uT4b3TgwnviK-TOf20og3jkbkejmeQtT0WuwUKhIJneaF04desZar34pB9VdH90M33zTwdJXzdD6H-CRFlGoR86ITDVcWF-SOauEpq8L29QKSK2vziiK7Synug7iQ/s1600/IMG_20160406_181506.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="478" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgpZyx-bzbQ9O4HF23uT4b3TgwnviK-TOf20og3jkbkejmeQtT0WuwUKhIJneaF04desZar34pB9VdH90M33zTwdJXzdD6H-CRFlGoR86ITDVcWF-SOauEpq8L29QKSK2vziiK7Synug7iQ/s640/IMG_20160406_181506.jpg" width="640" /></a></div>
<br />Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com0tag:blogger.com,1999:blog-6835776463130464454.post-74499396613992920902016-02-28T16:59:00.002-06:002016-02-28T16:59:34.455-06:00Great British Bake OffRobyn got me hooked on this show called the Great British Bake Off. It has inspired me to try baking a couple of the tastier looking things on the show.<br />
<br />
Here is <a href="http://www.maryberry.co.uk/recipes/great-british-bake-off-recipes/classic-lemon-tart">Mary Berry's Lemon Tart</a>:<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEidzZu2J4q0CS9yzDlchTU6ekqeIcbI29ewNAlzsOztpooHy_8HKUNECgTC9rNQq_DKWOTNcuHdspFslkX7-D78IZ1IGBvI6ZNwPiUgfw4Q5GXWMuwULuVRJaAro_-q5H8AbiNvMrk-SGh2/s1600/IMG_20160222_210217.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEidzZu2J4q0CS9yzDlchTU6ekqeIcbI29ewNAlzsOztpooHy_8HKUNECgTC9rNQq_DKWOTNcuHdspFslkX7-D78IZ1IGBvI6ZNwPiUgfw4Q5GXWMuwULuVRJaAro_-q5H8AbiNvMrk-SGh2/s640/IMG_20160222_210217.jpg" width="640" /></a></div>
<br />
Not bad for a first crack!<br />
<br />
Here is a fruit tart that uses the same sweet crust recipe as the lemon tart, with a crème pâtissière (<a href="http://www.bbc.co.uk/food/recipes/fraisier_cake_75507">from this recipe</a>) filling. The crust turned out nicer looking this time:<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhi1rkQlpL5J-U_irjrk7aURnDB-Y1g7BsLk1qcx4A59geexTyuxQKJ0MNQ1OLlkrIEOtLIGI0Vxx0j30_0szBfWKsON16orlY2qLyi-ieFPbMxGa8Nbz7CXQtRXz1B6I6hUyJ1quLuoDNH/s1600/IMG_20160228_143454.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhi1rkQlpL5J-U_irjrk7aURnDB-Y1g7BsLk1qcx4A59geexTyuxQKJ0MNQ1OLlkrIEOtLIGI0Vxx0j30_0szBfWKsON16orlY2qLyi-ieFPbMxGa8Nbz7CXQtRXz1B6I6hUyJ1quLuoDNH/s640/IMG_20160228_143454.jpg" width="640" /></a></div>
<br />
The recipes are brilliant because they're in grams; you can't possibly muck up the measurements.<br />
<br />
I made one slip up on the fruit tart. I used Masa Harina for "corn flour", but I should have used corn starch (only the US and Canada refer to "corn starch", the rest of the world calls it corn flour"). It still tastes fine, but the texture is a little bit off. The other UK-ism is that caster sugar is sold as berry sugar in Canada.Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com0tag:blogger.com,1999:blog-6835776463130464454.post-27271923205988215282016-02-06T12:59:00.000-06:002021-04-05T14:25:02.487-06:00Homemade Soylent (Schmilk)In 2013 I read about <a href="https://en.wikipedia.org/wiki/Soylent_(drink)">Soylent</a>, a "nutritionally complete" meal replacement beverage invented by a software engineer, who started a 30-day experiment to see if he could survive on the stuff. His experiment morphed into a crowdfunding campaign with a feed-the-world-cheaply theme and he raised millions of dollars to start mass-producing it for sale.<br />
<br />
Do people need "real food" to survive and thrive, or can we break food into its macro- and micronutrient components and reassemble those pieces to create something equivalent? Possibly better?<br />
<br />
A lot of people were intrigued by the same question and the "powdered food scene" seemed to grow a lot in 2013 & 2014.<br />
<br />
The shipping date of Soylent to Canada was never confirmed. When I started getting serious about losing weight in 2015 I started doing some research on homemade, powdered food meal replacements. The appeal was:<br />
<br />
<ul>
<li>Easily portionable and measureable (to meet caloric needs)</li>
<li>Inexpensive </li>
<li>Easily hackable (for instance, easy to bump up the protein content or lower the carbohydrate content by adjusting the formula) </li>
<li>The buzz-phrase "nutritionally complete" kept popping up. </li>
</ul>
<br />
As it turns out, Soylent (the company) hosts a recipe section on their website where users can submit and review recipes.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiPrhSoltTbYIHIK3OBvC-OkTnUqCx-1x3BlRMBE7kCLmlXpRZmLwgblnCjaRyFDy1_Wb3pKARP0ZQ7MmgFEAy4hQ8OcR8qXYItvBd98os1-PwfmPjsPBkG4KdXDz6xWLGL6lZoGQte-NGD/s1600/IMG_20160206_120823.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiPrhSoltTbYIHIK3OBvC-OkTnUqCx-1x3BlRMBE7kCLmlXpRZmLwgblnCjaRyFDy1_Wb3pKARP0ZQ7MmgFEAy4hQ8OcR8qXYItvBd98os1-PwfmPjsPBkG4KdXDz6xWLGL6lZoGQte-NGD/s640/IMG_20160206_120823.jpg" width="480" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">A 450-calorie serving of homemade Soylent</td></tr>
</tbody></table>
<br />
I found one called <a href="https://diy.soylent.com/recipes/schmilk-chocolate">Schmilk Chocolate</a> that I thought I'd try. It uses whole milk as a source of fat and protein. I made a batch and had it for breakfast every day for a week. It was pretty good! Bland, but not offensively so.<br />
<br />
Since early summer 2015, I have been eating/drinking this homemade Soylent every workday for both breakfast and lunch. For supper and meals on weekends I have "real food". I have observed no ill-effects whatsoever (including excess flatulence, which some Soylent users had trouble with).<br />
<br />
The positives are:<br />
<br />
<ul>
<li>Easy to make. I mix the powdered ingredients with whole milk a meal ahead; the consistency is better if it sits in the fridge for a while. </li>
<li>Easy to measure (12.6 grams of powder + 100 ml of whole milk = 108 calories. Scale however is appropriate. I started drinking 670 calorie portions, then 550, currently 450). </li>
<li>Easy to consume - you just drink it! </li>
<li>Tastes okay. Hard to describe; it's so bland that there are not any defining offensive flavours. The balance of fat, salt, and everything else seems to tell the body "this is good". I usually add an espresso shot for flavour. </li>
<li>Makes me feel satiated and satisfied until the next meal. </li>
<li>Keeps me regular.</li>
</ul>
<div>
Now that I'm basically at my goal weight, I don't think I am going to stop with Soylent any time soon. It's a part of my routine, and something I miss if my routine is interrupted. </div>
<div>
</div>
<div>
<b><br /></b></div>
<div>
<b>Recipe - Schmilk Chocolate - "5 day" Batch</b></div>
<div>
<br /></div>
<div>
1 kg Oat Flour (Only Oats brand comes in 1 kg bags) </div>
<div>
60 g Cocoa powder</div>
<div>
53 g Acacia Fibre</div>
<div>
30 g Psyllium Husk powder</div>
<div>
16 g Iodized Salt </div>
<div>
5.5 g Potassium Citrate </div>
<div>
5.5 g Choline Bitartrate </div>
<div>
2 g Stevia Powder </div>
<div>
1.5 g Xanthan Gum </div>
<div>
5 g (or 5 daily servings) Multivitamin (powder)</div>
<div>
9500 ml Whole Milk</div>
<div>
<br /></div>
<div>
Recipe notes:</div>
<div>
<ul>
<li>Most ingredients can be found in health food stores, all can be found online. </li>
<li>Mix all dry ingredients ahead of time.</li>
<li>Food scale required. </li>
<li>12.6 g powdered mixture + 100 ml whole milk = 108 calories.</li>
<li>Recommend mixing at least 1 hour before consuming for better consistency. </li>
</ul>
</div>
Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com0tag:blogger.com,1999:blog-6835776463130464454.post-17453892319270845172016-01-29T15:29:00.000-06:002021-04-05T14:25:02.487-06:00Weight LossI think I've got this weight loss thing figured out.<br />
<br />
In Montreal in 2011, I started writing a blog post called "Losing weight with common sense", because I was going to make all of these "sensible" changes to melt off the pounds, and hold myself accountable by blogging. Thankfully, I never hit the submit button, and those sensible changes - like eating an enormous plate of salmon and broccoli with a side of four beers and a half bag of chips for an evening snack - never paid off.<br />
<br />
I've been overweight since my early teens. By World Health Organization standards, that means <a href="http://apps.who.int/bmi/index.jsp?introPage=intro_3.html">having a BMI of >25</a>. In at least part of my high school years I was obese (>30 BMI - at 6'5" that's >114.7 kg or >253 lbs). I wasn't interested in sports, and I sure wasn't interested in moderation. I didn't particularly care, and I didn't have the understanding/knowledge to do anything differently.<br />
<br />
In October 2014 I got a <a href="https://www.fitbit.com/ca/one">Fitbit One</a> to use as a silent wake-up alarm, because Robyn couldn't stand my old alarm clock. Putting a step tracker in my pocket piqued some interest in weight management and I started occasionally tracking my weight for the heck of it. I clocked in at 113.4 kg; just a hair under "obese" on the BMI scale.<br />
<br />
In November of that year, Robyn's dad passed away suddenly and unexpectedly. He was in his 50's, healthy and active. This was shocking. I started thinking - a lot - about the limited time we have on Planet Earth. I was 28; about half Paul's age.<br />
<br />
By Spring of 2015 I had been fiddling with the Fitbit app, and mustering up inspiration to get serious about changing my habits, health and appearance. I had been reading posts in reddit's <a href="https://www.reddit.com/r/fitness">r/Fitness</a>, <a href="https://www.reddit.com/r/loseit">r/loseit</a> and <a href="https://www.reddit.com/r/fatlogic">r/fatlogic</a>. r/fatlogic was actually the best inspiration - the subreddit showcases examples of anything that "deviates from the scientific facts of body weight management". It was a wake-up call to recognize some of those behaviours in myself (those small internal justifications I made before smashing a whole bag of Ruffles All-Dressed potato chips).<br />
<br />
I learned that diet is the key to weight management, not exercise (although I do not dispute the value of exercise!). I learned about calories, got a food scale, and started counting.<br />
<br />
I couldn't believe how effective it was. I plugged in a weight loss target into the MyFitnessPal app (0.5 kg/week) and it gave me a calorie allowance. By maintaining the discipline to weigh and count everything that went into my body (and estimating generously when nutritional info was unavailable), the weight disappeared at a perfectly consistent rate:<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj2Stoo5CtbgLu7g3H1veTIfkG-_6BVwdk-5i_dnlNy3C5hdUFDSK5WTXablpps3j0sEpMBJJ_yDlrqIeFN6Td9p_BpV6RwLU8Kv-yVZkiGEzHksJLIsgrTJP4AYSGen9_IMN3kbaW9_LAU/s1600/weight.PNG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="280" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj2Stoo5CtbgLu7g3H1veTIfkG-_6BVwdk-5i_dnlNy3C5hdUFDSK5WTXablpps3j0sEpMBJJ_yDlrqIeFN6Td9p_BpV6RwLU8Kv-yVZkiGEzHksJLIsgrTJP4AYSGen9_IMN3kbaW9_LAU/s640/weight.PNG" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Weight loss target was 0.5 kg/week from April to December. Slowed down to 0.25 kg/week in December. Almost at my "maintenance weight" target of 85kg. </td></tr>
</tbody></table>
<b><br />RESULTS</b><br />
Starting weight: 113.4 kg (250 lbs) - October 2014<br />
Starting BMI: 29.6<br />
Starting waist: 38-40"<br />
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Current weight: 85.7 kg (189 lbs) - Today<br />
Current BMI: 22.4<br />
Current waist: 34"<br />
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A couple tricks I used to stay motivated:<br />
<br />
<ul>
<li>Daily weigh-ins, but ignore daily fluctuations. This built a rich data set and let me see that the day-to-day doesn't matter so much as the week-to-week and month-to-month. It's about lifestyle changes, not daily changes. </li>
<li>Didn't give up up my love for snacks, just found different snacks. Tomato basil rice cakes smothered in hot sauce and beef jerky, mmm. </li>
<li>Log absolutely everything. Estimate high if unsure. </li>
<li>Try my best to avoid going over daily calorie limits. If I go over, it's not the end of the world. Just hit my limit the next day. </li>
<li>Ditched the calorie counting features in Fitbit for MyFitnessPal - a much better app and food database. </li>
<li>The key has really been education and understanding. I failed in 2011 because I thought motivation was enough to succeed. Success, at least for me, is dependent on knowledge, goal-setting, and data. </li>
<li>Because I have the knowledge, I feel I can maintain these habits indefinitely. It's not a quick fix, it's a lifestyle change. </li>
</ul>
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Next steps - turn 30 in April with a healthy BMI for the first time in over half of my life, maintain current weight around the 85kg mark, turn remaining fat stores into muscle starting this spring when I can get out and start running again. That's a blog post for another day! </div>
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Feels good, man. </div>
Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com0tag:blogger.com,1999:blog-6835776463130464454.post-56384133633131589942015-11-28T14:20:00.000-06:002015-11-28T14:20:24.162-06:00Summer of Baseball 2015<div class="separator" style="clear: both; text-align: left;">
2015 was the summer of baseball! </div>
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Robyn and I saw the Jays play 3 games against the Twins in May, in Minnesota.</div>
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I went on a trip with my parents to Seattle in July to see the Jays play the Mariners.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgit4rSq2Gy6J_Pj9N6Rp37voYqhaPDSjnFD102o6FPpErcJ5T5UcVIUxtRGOL09zigGYcXKo3CXjfbwIGCgzoBi36fvCatb3Nv4x7ZU69FThnpGSvIsoCHCH1-TCk635BeaEe-ssWF5N7W/s1600/IMG_20150726_120935.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgit4rSq2Gy6J_Pj9N6Rp37voYqhaPDSjnFD102o6FPpErcJ5T5UcVIUxtRGOL09zigGYcXKo3CXjfbwIGCgzoBi36fvCatb3Nv4x7ZU69FThnpGSvIsoCHCH1-TCk635BeaEe-ssWF5N7W/s640/IMG_20150726_120935.jpg" width="640" /></a></div>
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Robyn had a business trip in Chicago, so I flew down to meet her for a weekend and we saw the Cubs play two games at the White Sox. Somehow, I missed taking pictures of this!<br />
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Coolest of all, we impulse-travelled to Toronto to see Game 1 & 2 of the ALDS - Texas Rangers @ Toronto. So intense, even though we lose those 2 games!<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjzq0JrjowbrOMWI9uPn__3bn_ZPov3wTIaWCFh-klSCmOJFcZNBPAisAG43MuTMUkBJsRWLPSWG93CSbzQe2m8yF1_TfEFbLTTYACq14wfFxWrcW29XhxSJAty-LEu6yj4RHL1xNJ0s4lb/s1600/PANO_20151008_152411.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="290" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjzq0JrjowbrOMWI9uPn__3bn_ZPov3wTIaWCFh-klSCmOJFcZNBPAisAG43MuTMUkBJsRWLPSWG93CSbzQe2m8yF1_TfEFbLTTYACq14wfFxWrcW29XhxSJAty-LEu6yj4RHL1xNJ0s4lb/s640/PANO_20151008_152411.jpg" width="640" /></a></div>
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Best summer ever!Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com0tag:blogger.com,1999:blog-6835776463130464454.post-86568131657811635002015-08-07T11:31:00.002-06:002015-08-07T11:31:46.080-06:00By default, E3+ overload relays have a "reset" button that doubles as a "test trip" buttonLong time, no blog!<br />
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At work the other day we came across an interesting situation. We had a motor that we just couldn't get started. Wiring was good, communication was good, no faults being recorded...but every time we hit the start button the motor instantly tripped.<br />
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Here's how we figured out the issue.<br />
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At Vanscoy, all of our big expansion project MCCs (motor control centres) use E3+ relays and DeviceNet for motor protection and control. These relays are like the circuit breakers in your house; they trip if there is too much current passing through them, but unlike your home's circuit breakers you can program them with more advanced and specific settings for different types of trips.<br />
<br />
While in your house you switch a tripped breaker back to the ON position to reset it, these E3+ relays have a "TEST/RESET" button on the front. If your motor pulls too much current, the E3+ trips to protect the equipment, and an operator has to go hit the reset button to clear the fault.<br />
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(the faults are also re-settable over DeviceNet, so programmers can enable different behaviours like reset functionality with an HMI or a field stop button)<br />
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There is a programmable "Test Enable" parameter (#103) in the E3+ relays. When enabled, this parameter changes the changes the behaviour of the reset button on the front of the E3+ as follows:<br />
<br />
<ul>
<li>An instantaneous TEST/RESET button press clears the faults/trips from the relay and allows you to resume operations. </li>
<li>A button press >= 2 seconds <b>generates a test trip</b>, causing your motor (if running) to stop. </li>
</ul>
<div>
A potash mill generates a lot of dust and humidity, and mechanical devices - including buttons - are failure-prone. What we had here was a <b>sticky reset button</b> that was <b>maintaining a test trip</b>. As soon as the motor was given a start command, it would trip. </div>
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The solution was a two-parter:</div>
<div>
<ol>
<li>Fix the sticky reset button (we don't want faults to be instantaneously cleared without properly understanding them) </li>
<li>Disable the "Test Enable" parameter on the E3+ so that the "TEST/RESET" button could only clear faults, not generate them. </li>
</ol>
</div>
<div>
Taking a step back, our problem was that we never bothered to understand what the "TEST" part of "TEST/RESET" meant - we had no idea this "Test Enable" feature existed, and didn't know the single button (that we thought was simply a reset button) had different functions. </div>
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I think the "Test Enable" feature is a probably a good one. During construction and commissioning, being able to generate a test trip allows for testing the trip protection on the relay, as well as the functionality of any PLC monitoring the trips. </div>
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But for anyone searching the 'net for E3+ relay info - I'd recommend that as part of a commissioning procedure, the "Test Enable" parameter be <b>disabled</b> as one of the final steps. This insulates plants from tricky-to-troubleshoot failures caused by sticky reset buttons. </div>
Brahmhttp://www.blogger.com/profile/10017359044901950872noreply@blogger.com0