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Open access Sep 2026

Hybrid WRF–Machine Learning Irradiance Correction, POA Transposition, and PV Module Thermal Modeling for Photovoltaic Forecasting-Input Assessment and Monitoring

Reliable photovoltaic (PV) monitoring requires meteorological inputs that remain interpretable through horizontal irradiance, module-plane irradiance, temperature, and electrical-output layers. This study evaluates a component-wise WRF–machine-learning–POA–thermal workflow using complementary field datasets: a synchron...

A. Meflah, F. Chekired, L. Canale · 0 citations

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