Decision-focused learning trains an LSTM PV forecaster on battery optimization objectives and cuts average electricity costs 3.6% versus standard two-stage forecasting despite 19.9% RMSE versus 8.2%.
A Value-Oriented Price Forecasting Approach to Optimize Trading of Renewable Genera- tion,
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Decision-focused learning for optimal PV-Battery scheduling
Decision-focused learning trains an LSTM PV forecaster on battery optimization objectives and cuts average electricity costs 3.6% versus standard two-stage forecasting despite 19.9% RMSE versus 8.2%.