Solar Irradiance Forecasting to Short-Term PV Power: Accuracy Comparison of ANN and LSTM Models

Solar Irradiance Forecasting to Short-Term PV Power: Accuracy Comparison of ANN and LSTM Models

The use of renewable energies, such as Photovoltaic (PV) solar power, is necessary to meet the growing energy consumption. PV solar power generation has intrinsic characteristics related to the climatic variables that cause intermittence during the generation process, promoting instabilities and ins...

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Bibliographic Details
Main Authors: Victor Hugo Wentz, Joylan Nunes Maciel, Jorge Javier Gimenez Ledesma, Oswaldo Hideo Ando Junior
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Energies
Subjects:
solar irradiance forecasting
artificial neural networks
long-term short memory
machine learning
deep learning
Online Access:https://www.mdpi.com/1996-1073/15/7/2457

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