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AI in the real world: Solar forecasting, EVs, and virtual power plants

The Green Blueprint

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Improving Solar Forecasting with Machine Learning

This chapter explores the application of machine learning in solar forecasting and its impact on power systems. It introduces Open Climate Fix, a nonprofit founded by Dr. Jack Kelly to bring machine learning to grid operators in the solar industry. The chapter discusses the limitations of conventional numerical weather predictions and explains how Open Climate Fix's machine learning model combines satellite imagery, weather prediction data, and real-time solar project data to accurately forecast solar output, resulting in cost savings.

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