Localização de Faltas em Sistemas de Transmissão de Alta Tensão usando ICA

Some methods of fault location in transmission lines have been considered in literature, of which we detach the methods based on the crossed correlation, transformed wavelet and the use of neural networks. This work presents an alternative method based upon of independent components analysis (ICA) t...

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Detalhes bibliográficos
Autor: Almeida, Aryfrance Rocha
Formato: tesis de maestría
Estado:Versión publicada
Fecha de publicación:2007
País:Brasil
Recursos:Universidade Federal do Maranhão (UFMA)
Repositorio:Biblioteca Digital de Teses e Dissertações da UFMA
Idioma:portugués
OAI Identifier:oai:tede2:tede/443
Acesso em linha:http://tedebc.ufma.br:8080/jspui/handle/tede/443
Access Level:acceso abierto
Palavra-chave:Localização de faltas
ICA
Sistemas de transmissão
Fault location
transmission system
CNPQ::ENGENHARIAS::ENGENHARIA ELETRICA
Descrição
Resumo:Some methods of fault location in transmission lines have been considered in literature, of which we detach the methods based on the crossed correlation, transformed wavelet and the use of neural networks. This work presents an alternative method based upon of independent components analysis (ICA) to localize the distance at which singlephase, two-phase, two-phase grounding and three-phase faults occur in a 500 kV transmission systems starting from different angles of fault incidence at different distances along the line together with fault signals or traveling waves subject to other perturbations unrelated with the desired fault signal at the fault distance placement. Simulations results of a 500 kV high voltage transmission system got with the software Alternative transients program (ATP) show that the proposed methodology implemented with Matlab is a rather efficient tool for various fault types location.