Photovoltaic Energy Production Forecasting in a Short Term Horizon: Comparison between Analytical and Machine Learning Models

Photovoltaic Energy Production Forecasting in a Short Term Horizon: Comparison between Analytical and Machine Learning Models

The existing trend towards increased penetration of renewable energies in the traditional grid, and the intermittent nature of the weather conditions on which these energy sources depend, make the development of tools for the forecasting of renewable energy production more necessary than ever. Likew...

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Bibliographic Details
Main Authors: Garazi Etxegarai, Irati Zapirain, Haritza Camblong, Juanjo Ugartemendia, Juan Hernandez, Octavian Curea
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Applied Sciences
Subjects:
PV production forecasting
artificial intelligence
machine learning
feedforward neural network
support vector regression
nonlinear autoregressive exogenous
Online Access:https://www.mdpi.com/2076-3417/12/23/12171

Internet

https://www.mdpi.com/2076-3417/12/23/12171

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