George J. Tsekouras

A Novel Combined Objective Hybrid Framework for Ultra-Short-Term Ramp Event Forecasting in Photovoltaic and Wind Power Generation

Reliable forecasting of photovoltaic (PV) and wind power generation, particularly in ultra-short-term and short-term forecasting horizons, constitutes an essential tool for grid stability and the effective management of electric power systems with high renewable energy sources penetration. However, machine learning mod...