Machine Learning and Deep Learning Models Applied to Photovoltaic Production Forecasting

Machine Learning and Deep Learning Models Applied to Photovoltaic Production Forecasting

The increasing trend in energy demand is higher than the one from renewable generation, in the coming years. One of the greatest sources of consumption are buildings. The energy management of a building by means of the production of photovoltaic energy in situ is a common alternative to improve sust...

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Bibliographic Details
Main Authors: Moisés Cordeiro-Costas, Daniel Villanueva, Pablo Eguía-Oller, Enrique Granada-Álvarez
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Applied Sciences
Subjects:
convolutional neural network
deep learning
extreme gradient boost
forecasting
machine learning
neural networks
Online Access:https://www.mdpi.com/2076-3417/12/17/8769

Internet

https://www.mdpi.com/2076-3417/12/17/8769

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