Effective Prediction of Global Solar Radiation Using Machine Learning Algorithms and Satellite Images

Mohamed Zaiani; Abdanour Irbah; Julien Delanoe͏̈; Mawloud Guermoui; S.B. Boualtit; Kacem Gairaa

doi:10.1109/m2garss57310.2024.10537514

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JOURNAL ARTICLE

Effective Prediction of Global Solar Radiation Using Machine Learning Algorithms and Satellite Images

Mohamed Zaiani Abdanour Irbah Julien Delanoe͏̈Mawloud Guermoui S.B. Boualtit Kacem Gairaa

Year: 2024 Pages: 530-534

DOI: 10.1109/m2garss57310.2024.10537514

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Abstract

International audience

Keywords:

Support vector machine Artificial neural network Algorithm Satellite Machine learning Artificial intelligence Computer science Meteorology Remote sensing Environmental science Physics Geography

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1.92

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0.82

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Is in top 10%

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Topics

Solar Radiation and Photovoltaics

Physical Sciences → Computer Science → Artificial Intelligence

Photovoltaic System Optimization Techniques

Physical Sciences → Energy → Renewable Energy, Sustainability and the Environment

Solar Thermal and Photovoltaic Systems

Physical Sciences → Energy → Renewable Energy, Sustainability and the Environment

Effective Prediction of Global Solar Radiation Using Machine Learning Algorithms and Satellite Images

Abstract

Metrics

Citation History

Topics

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