Using artificial intelligence for the control of medium voltage substations
Autor(a) principal: | |
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Data de Publicação: | 2002 |
Outros Autores: | , |
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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Repositório Institucional da UNESP |
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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:29462024-08-05T20:22:49.692848Repositório 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_ |
1808129195390271489 |