A Hybrid LSTM-Based Genetic Programming Approach for Short-Term Prediction of Global Solar Radiation Using Weather Data

A Hybrid LSTM-Based Genetic Programming Approach for Short-Term Prediction of Global Solar Radiation Using Weather Data

The integration of solar energy in smart grids and other utilities is continuously increasing due to its economic and environmental benefits. However, the uncertainty of available solar energy creates challenges regarding the stability of the generated power the supply-demand balance’s consistency....

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Bibliographic Details
Main Authors: Rami Al-Hajj, Ali Assi, Mohamad Fouad, Emad Mabrouk
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Processes
Subjects:
global solar radiation
solar radiation prediction
long short-term memory
LSTM
genetic programming
evolutionary computation
Online Access:https://www.mdpi.com/2227-9717/9/7/1187

Internet

https://www.mdpi.com/2227-9717/9/7/1187

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