openalexZenodo (CERN European Organization for Nuclear Research)2026-07-24
Hybrid Stacking Ensemble of XGBoost and LightGBM with Ridge Regression for High-Accuracy Short-Term Solar Photovoltaic Power Forecasting: A Comprehensive Benchmarking Study
Amira S. Mohamed Amira S. Mohamed, Frederic Andres Frederic Andres
For the successful integration of solar energy into power systems, accurately forecasting photovoltaic (PV) power is critically important. Despite numerous proposals for machine learning and deep learning techniques, few studies offer a unified, leakage-free comparison of models…