Metodologia para detecção e classificação de faltas em transformadores de potência por meio da Transformada Wavelet Discreta

Detalhes bibliográficos
Autor(a) principal: Marques, Jeferson Prates
Data de Publicação: 2018
Tipo de documento: Tese
Idioma: por
Título da fonte: Manancial - Repositório Digital da UFSM
Texto Completo: http://repositorio.ufsm.br/handle/1/15955
Resumo: This thesis presents the development of a methodology for the detection and classification of electrical transients in power transformers, for protection purposes. For this, we analyzed several electrical transients involving the power transformers, in order to distinguish the different types of internal faults of the inrush current. The methodology was validated through a test system implemented in the ATP/EMTP software. From this, simulation data were acquired considering several operating conditions of the power transformer. The developed methodology monitors and analyzes the Detail Coefficients (CD) for different levels of decomposition by the Discrete Wavelet Transform of the differential current. The method extracts the characteristics and calculates the variation of the CD levels for the classification of transients. The results showed that during the internal fault conditions the CD presents high and constant peak values, different from what happens in other transients. The methodology proposed in this work is able to identify and correctly discriminate the internal fault conditions of other transients. This property makes the proposed method promising for power transformer protection purposes.
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spelling 2019-03-25T15:08:51Z2019-03-25T15:08:51Z2018-08-28http://repositorio.ufsm.br/handle/1/15955This thesis presents the development of a methodology for the detection and classification of electrical transients in power transformers, for protection purposes. For this, we analyzed several electrical transients involving the power transformers, in order to distinguish the different types of internal faults of the inrush current. The methodology was validated through a test system implemented in the ATP/EMTP software. From this, simulation data were acquired considering several operating conditions of the power transformer. The developed methodology monitors and analyzes the Detail Coefficients (CD) for different levels of decomposition by the Discrete Wavelet Transform of the differential current. The method extracts the characteristics and calculates the variation of the CD levels for the classification of transients. The results showed that during the internal fault conditions the CD presents high and constant peak values, different from what happens in other transients. The methodology proposed in this work is able to identify and correctly discriminate the internal fault conditions of other transients. This property makes the proposed method promising for power transformer protection purposes.Este trabalho de tese apresenta o desenvolvimento de uma metodologia para detecção e classificação de transitórios elétricos em transformadores de potência, para fins de proteção. Para isso foram analisados diversos transitórios elétricos envolvendo os transformadores de potência no sentido de distinguir os diferentes tipos de faltas internas da corrente de magnetização (inrush). A metodologia foi validada por meio de um sistema teste implementado no software EMTP/ATP.A partir disso foram adquiridos dados de simulação considerando diversas condições operacionais do transformador de potência. A metodologia desenvolvida monitora e analisa os Coeficientes de Detalhes (CD) para diferentes níveis de decomposição pela Transformada Wavelet Discreta da corrente diferencial. O método extrai as características e calcula a variação dos níveis dos CD para a classificação dos transitórios. Os resultados mostraram que, durante as condições de faltas internas, os CD apresentam valores de pico elevados e constantes, diferente do que acontece em outros transitórios. A metodologia proposta neste trabalho é capaz de identificar e discriminar corretamente as condições de falta interna de outros transitórios. Essa propriedade torna o método proposto promissor para fins de proteção de transformadores de potência.porUniversidade Federal de Santa MariaCentro de TecnologiaPrograma de Pós-Graduação em Engenharia ElétricaUFSMBrasilEngenharia ElétricaAttribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessProteção de transformadores de potênciaProteção diferencialCorrentes de InrushFalta internaTransformada wavelet discretaPower transformer protectionDifferential protectionInrush currentsInternal faultDiscrete wavelet transformCNPQ::ENGENHARIAS::ENGENHARIA ELETRICAMetodologia para detecção e classificação de faltas em transformadores de potência por meio da Transformada Wavelet DiscretaMethodology for detection and classification of fault in power transformers by Discrete Wavelet Transforminfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisCardoso Junior, Ghendyhttp://lattes.cnpq.br/6284386218725402Moreira, Fernando Augustohttp://lattes.cnpq.br/8068628216980918Marchesan, Gustavohttp://lattes.cnpq.br/4254867243649147Gutierres, Luiz Fernando de Freitashttp://lattes.cnpq.br/8846358506427099Morais, Adriano Peres dehttp://lattes.cnpq.br/2780595038162903http://lattes.cnpq.br/1272996266255143Marques, Jeferson Prates300400000007600eed4f55e-1a74-47ce-afc0-4daa8655d8a34219026f-eb12-410d-82ce-037425ef59427d29e229-151f-4a90-9446-7f54c3a0870d0697ee91-b245-4b63-bad9-fd26200fe829a09e2e6e-c6d5-4d19-ba28-46f434cb03923198e867-efd3-440f-8526-46ff3acac054reponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMORIGINALTES_PPGEE_2018_MARQUES_JEFERSON.pdfTES_PPGEE_2018_MARQUES_JEFERSON.pdfTese de Doutoradoapplication/pdf2166033http://repositorio.ufsm.br/bitstream/1/15955/1/TES_PPGEE_2018_MARQUES_JEFERSON.pdf7e7b9f1fe89deba2a0d207ffa99f46bbMD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; 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dc.title.por.fl_str_mv Metodologia para detecção e classificação de faltas em transformadores de potência por meio da Transformada Wavelet Discreta
dc.title.alternative.eng.fl_str_mv Methodology for detection and classification of fault in power transformers by Discrete Wavelet Transform
title Metodologia para detecção e classificação de faltas em transformadores de potência por meio da Transformada Wavelet Discreta
spellingShingle Metodologia para detecção e classificação de faltas em transformadores de potência por meio da Transformada Wavelet Discreta
Marques, Jeferson Prates
Proteção de transformadores de potência
Proteção diferencial
Correntes de Inrush
Falta interna
Transformada wavelet discreta
Power transformer protection
Differential protection
Inrush currents
Internal fault
Discrete wavelet transform
CNPQ::ENGENHARIAS::ENGENHARIA ELETRICA
title_short Metodologia para detecção e classificação de faltas em transformadores de potência por meio da Transformada Wavelet Discreta
title_full Metodologia para detecção e classificação de faltas em transformadores de potência por meio da Transformada Wavelet Discreta
title_fullStr Metodologia para detecção e classificação de faltas em transformadores de potência por meio da Transformada Wavelet Discreta
title_full_unstemmed Metodologia para detecção e classificação de faltas em transformadores de potência por meio da Transformada Wavelet Discreta
title_sort Metodologia para detecção e classificação de faltas em transformadores de potência por meio da Transformada Wavelet Discreta
author Marques, Jeferson Prates
author_facet Marques, Jeferson Prates
author_role author
dc.contributor.advisor1.fl_str_mv Cardoso Junior, Ghendy
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/6284386218725402
dc.contributor.referee1.fl_str_mv Moreira, Fernando Augusto
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/8068628216980918
dc.contributor.referee2.fl_str_mv Marchesan, Gustavo
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/4254867243649147
dc.contributor.referee3.fl_str_mv Gutierres, Luiz Fernando de Freitas
dc.contributor.referee3Lattes.fl_str_mv http://lattes.cnpq.br/8846358506427099
dc.contributor.referee4.fl_str_mv Morais, Adriano Peres de
dc.contributor.referee4Lattes.fl_str_mv http://lattes.cnpq.br/2780595038162903
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/1272996266255143
dc.contributor.author.fl_str_mv Marques, Jeferson Prates
contributor_str_mv Cardoso Junior, Ghendy
Moreira, Fernando Augusto
Marchesan, Gustavo
Gutierres, Luiz Fernando de Freitas
Morais, Adriano Peres de
dc.subject.por.fl_str_mv Proteção de transformadores de potência
Proteção diferencial
Correntes de Inrush
Falta interna
Transformada wavelet discreta
topic Proteção de transformadores de potência
Proteção diferencial
Correntes de Inrush
Falta interna
Transformada wavelet discreta
Power transformer protection
Differential protection
Inrush currents
Internal fault
Discrete wavelet transform
CNPQ::ENGENHARIAS::ENGENHARIA ELETRICA
dc.subject.eng.fl_str_mv Power transformer protection
Differential protection
Inrush currents
Internal fault
Discrete wavelet transform
dc.subject.cnpq.fl_str_mv CNPQ::ENGENHARIAS::ENGENHARIA ELETRICA
description This thesis presents the development of a methodology for the detection and classification of electrical transients in power transformers, for protection purposes. For this, we analyzed several electrical transients involving the power transformers, in order to distinguish the different types of internal faults of the inrush current. The methodology was validated through a test system implemented in the ATP/EMTP software. From this, simulation data were acquired considering several operating conditions of the power transformer. The developed methodology monitors and analyzes the Detail Coefficients (CD) for different levels of decomposition by the Discrete Wavelet Transform of the differential current. The method extracts the characteristics and calculates the variation of the CD levels for the classification of transients. The results showed that during the internal fault conditions the CD presents high and constant peak values, different from what happens in other transients. The methodology proposed in this work is able to identify and correctly discriminate the internal fault conditions of other transients. This property makes the proposed method promising for power transformer protection purposes.
publishDate 2018
dc.date.issued.fl_str_mv 2018-08-28
dc.date.accessioned.fl_str_mv 2019-03-25T15:08:51Z
dc.date.available.fl_str_mv 2019-03-25T15:08:51Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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http://creativecommons.org/licenses/by-nc-nd/4.0/
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rights_invalid_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
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dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
Centro de Tecnologia
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Engenharia Elétrica
dc.publisher.initials.fl_str_mv UFSM
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Engenharia Elétrica
publisher.none.fl_str_mv Universidade Federal de Santa Maria
Centro de Tecnologia
dc.source.none.fl_str_mv reponame:Manancial - Repositório Digital da UFSM
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