2024
DOI: 10.56294/dm2024363
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Impact of feature selection on the prediction of global horizontal irradiation under ouarzazate city climate

Salma Benchikh,
Tarik Jarou,
Lamrani Roa
et al.

Abstract: Ensuring accurate forecasts of Global Horizontal Irradiance (GHI) stands as a pivotal aspect in optimizing the efficient utilization of solar energy resources. Machine learning techniques offer promising prospects for predicting global horizontal irradiance. However, within the realm of machine learning,the importance of feature selection cannot be overestimated, as it is crucial in determining performance and reliability of predictive models. To address this, a comprehensive machine learning algorithm has bee… Show more

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