Worldwide estimation of monthly global and diffuse horizontal irradiation via machine learning

Accurate prediction of solar irradiation is critical for photovoltaic system design, energy forecasting, and planning. This study evaluates the performance of seven machine learning models in predicting Global Horizontal Irradiation (GHI) and Diffuse Horizontal Irradiation (DHI) using a monthly-reso...

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Autores principales:	Bilal Rinchi, Aisha Al-Iter, Anas Qawasmeh, Mustafa Alharbi, Sameer Al-Dahidi, Osama Ayadi, Mohammad Alrbai
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Elsevier 2025-07-01
Colección:	Energy Conversion and Management: X
Materias:	Global horizontal irradiation Diffuse horizontal irradiation Machine learning Solar radiation Photovoltaics Global approach
Acceso en línea:	http://www.sciencedirect.com/science/article/pii/S2590174525003010
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