Machine Learning for Solar Array Monitoring, Optimization, and Control

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The efficiency of solar energy farms requires detailed analytics and information on each panel regarding voltage, current, temperature, and irradiance. Monitoring utility-scale solar arrays was shown to minimize the cost of maintenance and help optimize the performance of the photo-voltaic arrays under various conditions. We describe a project that includes development of machine learning and sign...
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The efficiency of solar energy farms requires detailed analytics and information on each panel regarding voltage, current, temperature, and irradiance. Monitoring utility-scale solar arrays was shown to minimize the cost of maintenance and help optimize the performance of the photo-voltaic arrays under various conditions. We describe a project that includes development of machine learning and sign...
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  • Formats: pdf
  • ISBN: 9781681739083
  • Publication Date: 31 Aug 2020
  • Publisher: Morgan & Claypool Publishers
  • Product language: English
  • Drm Setting: DRM