A Hybrid GA–MLPNN Model for One-Hour-Ahead Forecasting of the Global Horizontal Irradiance in Elizabeth City, North Carolina

A Hybrid GA–MLPNN Model for One-Hour-Ahead Forecasting of the Global Horizontal Irradiance in Elizabeth City, North Carolina

The use of photovoltaics is still considered to be challenging because of certain reliability issues and high dependence on the global horizontal irradiance (GHI). GHI forecasting has a wide application from grid safety to supply–demand balance and economic load dispatching. Given a data set, a mult...

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Bibliographic Details
Main Authors: Aydin Jadidi, Raimundo Menezes, Nilmar de Souza, Antonio Cezar de Castro Lima
Format: Article
Language:English
Published: MDPI AG 2018-10-01
Series:Energies
Subjects:
global horizontal irradiance
density-based spatial clustering of applications with noise
non-dominated sorted genetic algorithm II
genetic algorithm
multi-layer perceptron neural network
Online Access:http://www.mdpi.com/1996-1073/11/10/2641

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http://www.mdpi.com/1996-1073/11/10/2641

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