Linian Liang

Lightweight multiscale time-series mixing with periodic encoding and physical constraints for ultra-short-term photovoltaic power forecasting

Photovoltaic (PV) power generation is crucial to modern power systems, yet its output exhibits significant randomness, volatility, and periodicity due to factors like solar irradiance and cloud cover, posing severe challenges to grid dispatch. Existing ultra-short-term forecastin...