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Intra-day Solar and Power Forecast for Optimization of Intraday Market Participation

Intra-day Solar and Power Forecast for Optimization of Intraday Market Participation

The prediction of solar irradiance enhances reliability in photovoltaic (PV) solar plant generation and grid integration. In Colombia, PV plants face penalties if energy production deviates beyond governmental thresholds from intraday market offers. This research employs Long Short-Term Memory (LSTM) and Bidirectional-LSTM (Bi-LSTM) models, utilizing meteorological data from a PV …