Extreme gradient boosting: A machine learning technique for daily global solar radiation forecasting on tilted surfaces

Extreme gradient boosting: A machine learning technique for daily global solar radiation forecasting on tilted surfaces

Enhancing solar irradiance and accurate forecasting is required for improved performance of photovoltaic and solar thermal systems. In this study, Extreme Gradient Boosting (XGBoost) model was developed using three input parameters (time, day number, and horizontal solar radiation) and was utilized...

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Bibliographic Details
Main Authors: Mbah O. M., Madueke C. I., Umunakwe R., Agba M. N.
Format: Article
Language:English
Published: Sumy State University 2022-11-01
Series:Журнал інженерних наук
Subjects:
machine learning model
extreme gradient boosting
solar radiation prediction
Online Access:https://jes.sumdu.edu.ua/extreme-gradient-boosting-a-machine-learning-technique-for-daily-global-solar-radiation-forecasting-on-tilted-surfaces/

Internet

https://jes.sumdu.edu.ua/extreme-gradient-boosting-a-machine-learning-technique-for-daily-global-solar-radiation-forecasting-on-tilted-surfaces/

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