Comparative Analysis of Solar Radiation Forecasting Techniques in Zacatecas, Mexico

Comparative Analysis of Solar Radiation Forecasting Techniques in Zacatecas, Mexico

This work explores the prediction of daily Global Horizontal Irradiance (GHI) patterns in the region of Zacatecas, Mexico, using a diverse range of predictive models, encompassing traditional regressors and advanced neural networks like Evolutionary Neural Architecture Search (ENAS), Convolutional N...

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Bibliographic Details
Main Authors: Martha Isabel Escalona-Llaguno, Luis Octavio Solís-Sánchez, Celina L. Castañeda-Miranda, Carlos A. Olvera-Olvera, Ma. del Rosario Martinez-Blanco, Héctor A. Guerrero-Osuna, Rodrigo Castañeda-Miranda, Germán Díaz-Flórez, Gerardo Ornelas-Vargas
Format: Article
Language:English
Published: MDPI AG 2024-08-01
Series:Applied Sciences
Subjects:
solar radiation forecasting
artificial neural networks
Zacatecas
predictions solar patterns
convolutional neural networks
Online Access:https://www.mdpi.com/2076-3417/14/17/7449

Internet

https://www.mdpi.com/2076-3417/14/17/7449

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