Global Solar Irradiation Modelling and Prediction Using Machine Learning Models for Their Potential Use in Renewable Energy Applications

Global Solar Irradiation Modelling and Prediction Using Machine Learning Models for Their Potential Use in Renewable Energy Applications

Global solar irradiation is an important variable that can be used to determine the suitability of an area to install solar systems; nevertheless, due to the limitations of requiring measurement stations around the entire world, it can be correlated with different meteorological parameters. To confr...

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Bibliographic Details
Main Authors: David Puga-Gil, Gonzalo Astray, Enrique Barreiro, Juan F. Gálvez, Juan Carlos Mejuto
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Mathematics
Subjects:
machine learning
random forest
support vector machine
artificial neural network
global solar irradiation
modelling
Online Access:https://www.mdpi.com/2227-7390/10/24/4746

Internet

https://www.mdpi.com/2227-7390/10/24/4746

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