SunCastNet combines AI weather forecasting with reinforcement-learning battery control to turn high-resolution solar forecasts into large regret reductions and more profitable industrial solar projects.
InInternational conference on machine learning, 2806–2823 (PMLR, 2023)
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Data-driven solar forecasting enables near-optimal economic decisions
SunCastNet combines AI weather forecasting with reinforcement-learning battery control to turn high-resolution solar forecasts into large regret reductions and more profitable industrial solar projects.