Short-term ensemble forecast for purchased photovoltaic generation

•A new ensemble-based forecasting method for photovoltaic (PV) generation is proposed.•An ensemble Kalman filter is used for PV power forecasting for the first time.•The proposed method enhances an hourly PV power model through monthly available data.•The obtained forecasting accuracies exceed those...

Ausführliche Beschreibung