Modelling and Prediction of Monthly Global Irradiation Using Different Prediction Models

Modelling and Prediction of Monthly Global Irradiation Using Different Prediction Models

Different prediction models (multiple linear regression, vector support machines, artificial neural networks and random forests) are applied to model the monthly global irradiation (<i>MGI</i>) from different input variables (latitude, longitude and altitude of meteorological station, mo...

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Bibliographic Details
Main Authors: Cecilia Martínez-Castillo, Gonzalo Astray, Juan Carlos Mejuto
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Energies
Subjects:
prediction
solar irradiation
artificial neural network
random forest
vector support machine
Online Access:https://www.mdpi.com/1996-1073/14/8/2332

Internet

https://www.mdpi.com/1996-1073/14/8/2332

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