Conference
Open access
Sep 2026
Horizon-Dependent Performance of Tree-Based Machine Learning Models for Short-Term Solar PV Forecasting
Short-term photovoltaic (PV) generation forecasting across multiple horizons, from sub-hourly dispatch to hourly storage scheduling, is critical for modern grid operations, yet systematic multi-horizon comparisons within a unified framework are limited. This paper presents such a framework, benchmarking six tree-based...
Nilay Dinçer, Nisa Nur Aydemir, İrem Genç et al.
· 2026 11th International Conf... · 0 citations