Marcel Lüdecke

Residential photovoltaic generation forecast via long short-term memory and transformer

A systematic comparison of Long Short-Term Memory and transformer-based architectures for deterministic short-term PV power forecasting using publicly accessible data from multiple climatic regions highlights the advantages of attention-based sequence modeling for PV applications and offers practical guidance on featur...