Deep Neural Networks for Predicting Solar Radiation at Hail Region, Saudi Arabia

Deep Neural Networks for Predicting Solar Radiation at Hail Region, Saudi Arabia

Forecasted global horizontal irradiation (GHI) can help for designing, sizing and performances analysis of photovoltaic (PV) systems including water PV pumping systems used for irrigation applications. In this paper, various deep neural networks (DNN) models for one day-ahead prediction of GHI at Ha...

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Bibliographic Details
Main Authors: Sahbi Boubaker, Mohamed Benghanem, Adel Mellit, Ayoub Lefza, Omar Kahouli, Lioua Kolsi
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Global horizontal irradiation
prediction
deep learning
recurrent neural networks
LSTM
GRU
Online Access:https://ieeexplore.ieee.org/document/9363177/

Internet

https://ieeexplore.ieee.org/document/9363177/

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