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

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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Bibliographic Details
Main Authors: Bilal Rinchi, Aisha Al-Iter, Anas Qawasmeh, Mustafa Alharbi, Sameer Al-Dahidi, Osama Ayadi, Mohammad Alrbai
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Energy Conversion and Management: X
Subjects:
Global horizontal irradiation
Diffuse horizontal irradiation
Machine learning
Solar radiation
Photovoltaics
Global approach
Online Access:http://www.sciencedirect.com/science/article/pii/S2590174525003010
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