IEEE

A Two-Stage Ensemble Learning Framework for Short-Term Nonparametric Probabilistic Photovoltaic Power Forecasting Integrating Multi-Source Numerical Weather Predictions

Abstract: Utilizing numerical weather prediction (NWP) for short-term solar power probabilistic forecasting (SSPPF) has proven to be an effective approach to enhance the integration and utilization of ...
IEEE

An End-to-End Ensemble Learning Approach for Enhancing Wind Power Forecasting

Abstract: Accurate wind power forecasts are crucial for grid stability, thereby ensuring a reliable and efficient power supply. To characterize the complicated fluctuation of wind power, numerous ...