Using artificial intelligence for the control of medium voltage substations

Detalhes bibliográficos
Autor(a) principal: Melvin Avala, S.
Data de Publicação: 2002
Outros Autores: Botura Jr., Galdenoro, Maldonado A, Oscar Armando [UNESP]
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1109/TDC.2002.1177651
http://hdl.handle.net/11449/67060
Resumo: This paper introduces a method for the supervision and control of devices in electric substations using fuzzy logic and artificial neural networks. An automatic knowledge acquisition process is included which allows the on-line processing of operator actions and the extraction of control rules to replace gradually the human operator. Some experimental results obtained by the application of the implemented software in a simulated environment with random signal generators are presented.
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spelling Using artificial intelligence for the control of medium voltage substationsArtificial IntelligenceArtificial Neural NetworksFuzzy LogicArtificial intelligenceElectric generatorsFuzzy setsNeural networksTopologyVoltage controlEnergy deficitElectric substationsThis paper introduces a method for the supervision and control of devices in electric substations using fuzzy logic and artificial neural networks. An automatic knowledge acquisition process is included which allows the on-line processing of operator actions and the extraction of control rules to replace gradually the human operator. Some experimental results obtained by the application of the implemented software in a simulated environment with random signal generators are presented.Univ. Whole Stt. Sao Paulo (Unesp) Guaratinguetá Campus, São PauloUniv. Whole Stt. Sao Paulo (Unesp) Guaratinguetá Campus, São PauloUniversidade Estadual Paulista (Unesp)Melvin Avala, S.Botura Jr., GaldenoroMaldonado A, Oscar Armando [UNESP]2014-05-27T11:20:33Z2014-05-27T11:20:33Z2002-12-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject1214-1217http://dx.doi.org/10.1109/TDC.2002.1177651Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference, v. 2, n. ASIA PACIFIC, p. 1214-1217, 2002.http://hdl.handle.net/11449/6706010.1109/TDC.2002.11776512-s2.0-0038308063Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengProceedings of the IEEE Power Engineering Society Transmission and Distribution Conferenceinfo:eu-repo/semantics/openAccess2021-10-23T21:41:22Zoai:repositorio.unesp.br:11449/67060Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462021-10-23T21:41:22Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Using artificial intelligence for the control of medium voltage substations
title Using artificial intelligence for the control of medium voltage substations
spellingShingle Using artificial intelligence for the control of medium voltage substations
Melvin Avala, S.
Artificial Intelligence
Artificial Neural Networks
Fuzzy Logic
Artificial intelligence
Electric generators
Fuzzy sets
Neural networks
Topology
Voltage control
Energy deficit
Electric substations
title_short Using artificial intelligence for the control of medium voltage substations
title_full Using artificial intelligence for the control of medium voltage substations
title_fullStr Using artificial intelligence for the control of medium voltage substations
title_full_unstemmed Using artificial intelligence for the control of medium voltage substations
title_sort Using artificial intelligence for the control of medium voltage substations
author Melvin Avala, S.
author_facet Melvin Avala, S.
Botura Jr., Galdenoro
Maldonado A, Oscar Armando [UNESP]
author_role author
author2 Botura Jr., Galdenoro
Maldonado A, Oscar Armando [UNESP]
author2_role author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Melvin Avala, S.
Botura Jr., Galdenoro
Maldonado A, Oscar Armando [UNESP]
dc.subject.por.fl_str_mv Artificial Intelligence
Artificial Neural Networks
Fuzzy Logic
Artificial intelligence
Electric generators
Fuzzy sets
Neural networks
Topology
Voltage control
Energy deficit
Electric substations
topic Artificial Intelligence
Artificial Neural Networks
Fuzzy Logic
Artificial intelligence
Electric generators
Fuzzy sets
Neural networks
Topology
Voltage control
Energy deficit
Electric substations
description This paper introduces a method for the supervision and control of devices in electric substations using fuzzy logic and artificial neural networks. An automatic knowledge acquisition process is included which allows the on-line processing of operator actions and the extraction of control rules to replace gradually the human operator. Some experimental results obtained by the application of the implemented software in a simulated environment with random signal generators are presented.
publishDate 2002
dc.date.none.fl_str_mv 2002-12-01
2014-05-27T11:20:33Z
2014-05-27T11:20:33Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1109/TDC.2002.1177651
Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference, v. 2, n. ASIA PACIFIC, p. 1214-1217, 2002.
http://hdl.handle.net/11449/67060
10.1109/TDC.2002.1177651
2-s2.0-0038308063
url http://dx.doi.org/10.1109/TDC.2002.1177651
http://hdl.handle.net/11449/67060
identifier_str_mv Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference, v. 2, n. ASIA PACIFIC, p. 1214-1217, 2002.
10.1109/TDC.2002.1177651
2-s2.0-0038308063
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 1214-1217
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1803649990666485760

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