Intelligent system for treatment of events in substations of electric power distribution
Autor(a) principal: | |
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Data de Publicação: | 2010 |
Outros Autores: | |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Vértices (Campos dos Goitacazes. Online) |
Texto Completo: | https://editoraessentia.iff.edu.br/index.php/vertices/article/view/1809-2667.20100017 |
Resumo: | This article presents the development and the construction of an intelligent system for the processing of events within a substation. This system is based on artificial neural network and expert systems, in which the output will represent the response to each pattern of events sent by the control system and acquisition of data, after the occurrence of a disturbance in the substation. This response will help the operator in the identification of any defective component after the disturbance which may be analyzed as a problem in pattern recognition. The study also describes the development of the prototype, in addition to tests performed to validate the proposed methodology. |
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Intelligent system for treatment of events in substations of electric power distributionSistema inteligente para tratamento de eventos em subestações de distribuição de energia elétricaArtificial neural networksExpert systemsPattern recognitionProtection of electrical systemsRedes neurais artificiaisSistemas especialistasReconhecimento de padrõesProteção de sistemas elétricosThis article presents the development and the construction of an intelligent system for the processing of events within a substation. This system is based on artificial neural network and expert systems, in which the output will represent the response to each pattern of events sent by the control system and acquisition of data, after the occurrence of a disturbance in the substation. This response will help the operator in the identification of any defective component after the disturbance which may be analyzed as a problem in pattern recognition. The study also describes the development of the prototype, in addition to tests performed to validate the proposed methodology.Este artigo apresenta o desenvolvimento e a construção de um sistema inteligente para o processamento de eventos dentro de uma subestação. Este sistema é baseado em redes neurais artificiais e sistemas especialistas, em que a saída representará a resposta a cada padrão de eventos enviados pelo sistema de controle e aquisição de dados, após a ocorrência de um distúrbio na subestação. Esta resposta irá auxiliar o operador na identificação do(s) componente(s) defeituoso(s) após o distúrbio, podendo ser analisado como um problema de reconhecimento de padrões. Também é descrito o desenvolvimento do protótipo, além dos testes realizados para validação da metodologia proposta.Instituto Federal de Educação, Ciência e Tecnologia Fluminense2010-09-27info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://editoraessentia.iff.edu.br/index.php/vertices/article/view/1809-2667.2010001710.5935/1809-2667.20100017Revista Vértices; Vol. 12 No. 2 (2010); 135-160Revista Vértices; Vol. 12 Núm. 2 (2010); 135-160Revista Vértices; v. 12 n. 2 (2010); 135-1601809-26671415-2843reponame:Vértices (Campos dos Goitacazes. Online)instname:Centro Federal de Educação Tecnológica de Campos dos Goytacazesinstacron:IFFluminenseporhttps://editoraessentia.iff.edu.br/index.php/vertices/article/view/1809-2667.20100017/309Liberato, Alextian BartholomeuMeza, Edwin Benito Mitaccinfo:eu-repo/semantics/openAccess2022-01-28T11:53:22Zoai:ojs.editoraessentia.iff.edu.br:article/347Revistahttps://essentiaeditora.iff.edu.br/index.php/vertices/PUBhttps://essentiaeditora.iff.edu.br/index.php/vertices/oaiessentia@iff.edu.br1809-26671415-2843opendoar:2022-01-28T11:53:22Vértices (Campos dos Goitacazes. Online) - Centro Federal de Educação Tecnológica de Campos dos Goytacazesfalse |
dc.title.none.fl_str_mv |
Intelligent system for treatment of events in substations of electric power distribution Sistema inteligente para tratamento de eventos em subestações de distribuição de energia elétrica |
title |
Intelligent system for treatment of events in substations of electric power distribution |
spellingShingle |
Intelligent system for treatment of events in substations of electric power distribution Liberato, Alextian Bartholomeu Artificial neural networks Expert systems Pattern recognition Protection of electrical systems Redes neurais artificiais Sistemas especialistas Reconhecimento de padrões Proteção de sistemas elétricos |
title_short |
Intelligent system for treatment of events in substations of electric power distribution |
title_full |
Intelligent system for treatment of events in substations of electric power distribution |
title_fullStr |
Intelligent system for treatment of events in substations of electric power distribution |
title_full_unstemmed |
Intelligent system for treatment of events in substations of electric power distribution |
title_sort |
Intelligent system for treatment of events in substations of electric power distribution |
author |
Liberato, Alextian Bartholomeu |
author_facet |
Liberato, Alextian Bartholomeu Meza, Edwin Benito Mitacc |
author_role |
author |
author2 |
Meza, Edwin Benito Mitacc |
author2_role |
author |
dc.contributor.author.fl_str_mv |
Liberato, Alextian Bartholomeu Meza, Edwin Benito Mitacc |
dc.subject.por.fl_str_mv |
Artificial neural networks Expert systems Pattern recognition Protection of electrical systems Redes neurais artificiais Sistemas especialistas Reconhecimento de padrões Proteção de sistemas elétricos |
topic |
Artificial neural networks Expert systems Pattern recognition Protection of electrical systems Redes neurais artificiais Sistemas especialistas Reconhecimento de padrões Proteção de sistemas elétricos |
description |
This article presents the development and the construction of an intelligent system for the processing of events within a substation. This system is based on artificial neural network and expert systems, in which the output will represent the response to each pattern of events sent by the control system and acquisition of data, after the occurrence of a disturbance in the substation. This response will help the operator in the identification of any defective component after the disturbance which may be analyzed as a problem in pattern recognition. The study also describes the development of the prototype, in addition to tests performed to validate the proposed methodology. |
publishDate |
2010 |
dc.date.none.fl_str_mv |
2010-09-27 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://editoraessentia.iff.edu.br/index.php/vertices/article/view/1809-2667.20100017 10.5935/1809-2667.20100017 |
url |
https://editoraessentia.iff.edu.br/index.php/vertices/article/view/1809-2667.20100017 |
identifier_str_mv |
10.5935/1809-2667.20100017 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
https://editoraessentia.iff.edu.br/index.php/vertices/article/view/1809-2667.20100017/309 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Instituto Federal de Educação, Ciência e Tecnologia Fluminense |
publisher.none.fl_str_mv |
Instituto Federal de Educação, Ciência e Tecnologia Fluminense |
dc.source.none.fl_str_mv |
Revista Vértices; Vol. 12 No. 2 (2010); 135-160 Revista Vértices; Vol. 12 Núm. 2 (2010); 135-160 Revista Vértices; v. 12 n. 2 (2010); 135-160 1809-2667 1415-2843 reponame:Vértices (Campos dos Goitacazes. Online) instname:Centro Federal de Educação Tecnológica de Campos dos Goytacazes instacron:IFFluminense |
instname_str |
Centro Federal de Educação Tecnológica de Campos dos Goytacazes |
instacron_str |
IFFluminense |
institution |
IFFluminense |
reponame_str |
Vértices (Campos dos Goitacazes. Online) |
collection |
Vértices (Campos dos Goitacazes. Online) |
repository.name.fl_str_mv |
Vértices (Campos dos Goitacazes. Online) - Centro Federal de Educação Tecnológica de Campos dos Goytacazes |
repository.mail.fl_str_mv |
essentia@iff.edu.br |
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1797077560117428224 |