ttu
/
CaReCur
mirror of https://github.com/thomastu/CaReCur


  
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    <title>California Renewable Curtailments Study &#8212; California Renewable Curtailments  documentation</title>
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      <div class="header" role="banner"><h1 class="heading"><a href="#">
          <span>California Renewable Curtailments  documentation</span></a></h1>
        <h2 class="heading"><span>California Renewable Curtailments Study</span></h2>
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        <a class="uplink" href="#">Contents</a>
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  <div class="section" id="california-renewable-curtailments-study">
<h1>California Renewable Curtailments Study<a class="headerlink" href="#california-renewable-curtailments-study" title="Permalink to this headline">¶</a></h1>
<div class="section" id="foreword">
<h2>Foreword<a class="headerlink" href="#foreword" title="Permalink to this headline">¶</a></h2>
<p>The work done in this project was done in an academic context as an independent study.  The <a class="reference external" href="https://www.thomastu.io/SP20-ENGR699/">original course proposal</a> set out to define a domain-oriented problem to learn and apply statistical learning methods.  Many thanks go out to <a class="reference external" href="https://engineering.humboldt.edu/people/peter-alstone-phd">Peter Alstone</a> for his guidance, metorship and support.</p>
<p>The original course goals focused on developing a familiarity with the opensource ML and statistical learning ecosystem.</p>
<div class="section" id="table-of-contents">
<h3>Table of Contents<a class="headerlink" href="#table-of-contents" title="Permalink to this headline">¶</a></h3>
<div class="toctree-wrapper compound">
<p class="caption"><span class="caption-text">Contents</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="background.html">Motivation</a><ul>
<li class="toctree-l2"><a class="reference internal" href="background.html#background">Background</a></li>
<li class="toctree-l2"><a class="reference internal" href="background.html#problem-statement">Problem Statement</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="data_sources.html">Data Sources</a><ul>
<li class="toctree-l2"><a class="reference internal" href="data_sources.html#curtailments-data">Curtailments Data</a></li>
<li class="toctree-l2"><a class="reference internal" href="data_sources.html#historic-weather-forecasts">Historic Weather Forecasts</a></li>
<li class="toctree-l2"><a class="reference internal" href="data_sources.html#ca-county-boundaries">CA County Boundaries</a></li>
<li class="toctree-l2"><a class="reference internal" href="data_sources.html#cec-powerplant-locations">CEC Powerplant Locations</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="methods.html">Methods</a><ul>
<li class="toctree-l2"><a class="reference internal" href="notebooks/1-ttu-logistic-weather.html">Example: Predicting Daily Curtailment Events</a></li>
<li class="toctree-l2"><a class="reference internal" href="notebooks/1-ttu-logistic-weather.html#Single-Model-Run">Single Model Run</a></li>
<li class="toctree-l2"><a class="reference internal" href="notebooks/1-ttu-logistic-weather.html#Multi-Model-Run">Multi-Model Run</a></li>
<li class="toctree-l2"><a class="reference internal" href="notebooks/1-ttu-logistic-weather.html#Visualize-Results">Visualize Results</a></li>
<li class="toctree-l2"><a class="reference internal" href="methods.html#statistical-learning-process">Statistical Learning Process</a></li>
<li class="toctree-l2"><a class="reference internal" href="methods.html#tooling">Tooling</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="notebooks/3-ttu_visualize_predictions.html">Summary of Prediction Results</a></li>
<li class="toctree-l1"><a class="reference internal" href="conclusion.html">Conclusion</a><ul>
<li class="toctree-l2"><a class="reference internal" href="conclusion.html#next-steps">Next Steps</a></li>
</ul>
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<li class="toctree-l1"><a class="reference internal" href="zreferences.html">References</a></li>
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