Development and Comparison of Two Novel Hybrid Neural Network Models for Hourly Solar Radiation Prediction

Development and Comparison of Two Novel Hybrid Neural Network Models for Hourly Solar Radiation Prediction

There are a lot of developing countries with inadequate meteorological stations to measure solar radiation. This has been a major drawback for solar power applications in these countries as the performance of the solar-powered system cannot be accurately forecasted. In this study, two novel hybrid n...

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Bibliographic Details
Main Authors: Mustapha Mukhtar, Ariyo Oluwasanmi, Nasser Yimen, Zhang Qinxiu, Chiagoziem C. Ukwuoma, Benjamin Ezurike, Olusola Bamisile
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Applied Sciences
Subjects:
artificial intelligence
convolutional neural network
artificial neural network
recurrent neural network
solar radiation
Online Access:https://www.mdpi.com/2076-3417/12/3/1435

Internet

https://www.mdpi.com/2076-3417/12/3/1435

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