ARTIFICIAL NEURAL NETWORK AND WAVELET DECOMPOSITION IN THE FORECAST OF GLOBAL HORIZONTAL SOLAR RADIATION

ARTIFICIAL NEURAL NETWORK AND WAVELET DECOMPOSITION IN THE FORECAST OF GLOBAL HORIZONTAL SOLAR RADIATION

This paper proposes a method (denoted by WD-ANN) that combines the Artificial Neural Networks (ANN) and the Wavelet Decomposition (WD) to generate short-term global horizontal solar radiation forecasting, which is an essential information for evaluating the electrical power generated from the conver...

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Bibliographic Details
Main Authors: Luiz Albino Teixeira Júnior, Rafael Morais de Souza, Moisés Lima de Menezes, Keila Mara Cassiano, José Francisco Moreira Pessanha, Reinaldo Castro Souza
Format: Article
Language:English
Published: Sociedade Brasileira de Pesquisa Operacional 2015-04-01
Series:Pesquisa Operacional
Subjects:
wavelet decomposition
artificial neural networks
forecasts
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382015000100073&lng=en&tlng=en

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http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382015000100073&lng=en&tlng=en

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