k-Nearest Neighbor Neural Network Models for Very Short-Term Global Solar Irradiance Forecasting Based on Meteorological Data

This paper proposes a novel methodology for very short term forecasting of hourly global solar irradiance (GSI). The proposed methodology is based on meteorology data, especially for optimizing the operation of power generating electricity from photovoltaic (PV) energy. This methodology is a combina...

ver descrição completa

Detalhes bibliográficos

Principais autores:	Chao-Rong Chen, Unit Three Kartini
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2017-02-01
coleção:	Energies
Assuntos:	global solar irradiance (GSI) photovoltaic (PV) very short term forecasting k-nearest neighbor (k-NN) artificial neural network (ANN)
Acesso em linha:	http://www.mdpi.com/1996-1073/10/2/186
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!