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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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Sumy State University
2022-11-01
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| Series: | Журнал інженерних наук |
| Subjects: | |
| Online Access: | 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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