Avaliação do desempenho de funções de proteção aplicadas em Reatores Shunt

Detalhes bibliográficos
Ano de defesa: 2024
Autor(a) principal: Ferreira, Diogo Guilherme lattes
Orientador(a): Almeida, Maria Leonor Silva de lattes
Banca de defesa: Almeida, Maria Leonor Silva de, Peres, LarissaMarques, Manassero Junior, Giovanni
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Goiás
Programa de Pós-Graduação: Programa de Pós-graduação em Engenharia Elétrica e da Computação (EMC)
Departamento: Escola de Engenharia Elétrica, Mecânica e de Computação - EMC (RMG)
País: Brasil
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: http://repositorio.bc.ufg.br/tede/handle/tede/13754
Resumo: The increase in the length of transport lines with high voltage levels has been distributed in countries with large territorial extensions, resulting in the demand for resources destined to control these levels. One of the possible adjustments attributed to voltage regulation is the use of shunt reactors in the lines. This equipment makes voltage regulation possible because, by absorbing excess capacitive reactives in the line, they maintain voltage within acceptable ranges for operation. Therefore, given the relevance of shunt reactors for the proper functioning of transmission lines and the electrical system, it is essential to ensure the correct functioning of the protection functions applied to shunt reactors. Therefore, this work presents an investigation into the application of different types of protection functions traditionally employed by manufacturers in reactors, such as restricted earth fault protection (REF), directional protection of negative sequence (32QF and 32QR), differential protection (87) and distance protection (21), which is normally used as a backup. The logic of each specific function aims to guarantee the operation and selectivity of protection in different short circuit situations. Therefore, in order to evaluate the protections, simulations were carried out in the software Alternative Transient Program (ATP), through which a 500 kV/60 Hz transmission line 400 km long and 60% shunt compensation was modeled. In the different simulations, different scenarios of internal short circuits in the reactor were evaluated, covering both the type of turn-to-ground faults and turn faults. Furthermore, we will understand the best functioning of protection schemes, external faults were applied to the equipment. Furthermore, we will understand the best functioning of protection schemes, external faults were applied to the equipment. Furthermore, a comparative evaluation was carried out between the performance of the different protection functions investigated, varying several criteria such as the type of fault, number of coils involved in the short circuit and the values of the leakage factors. Furthermore, transient analyzes and parametric sensitivity analyzes were performed. Based on all the results obtained, and comparing different protection schemes implemented in available commercial relays, it appears that the 21 and 32Q functions stand out, as similar and better performances were highlighted in relation to the other functions evaluated. In general, the 21 and 32Q functions work for all turn-to-ground faults and turn faults, regardless of the number of turns involved and the value of the leakage factor. Comparatively, the distance function proved to be faster, with an operating time of less than one cycle. Thus, it is stated that the distance function can also be used as main protection, together with other traditionally used functions, in order to increase the performance of the reactor protection scheme.
id UFG-2_f53350a49c5cfc70bd86e582e05a7c8f
oai_identifier_str oai:repositorio.bc.ufg.br:tede/13754
network_acronym_str UFG-2
network_name_str Repositório Institucional da UFG
repository_id_str
spelling Almeida, Maria Leonor Silva dehttp://lattes.cnpq.br/7955955842189669Ferreira, Diogo Guilhermehttp://lattes.cnpq.br/0347498831010752Almeida, Maria Leonor Silva dePeres, LarissaMarquesManassero Junior, Giovannihttps://lattes.cnpq.br/9483380274538495Ferreira, Diogo Guilherme2024-12-18T12:58:29Z2024-12-18T12:58:29Z2024-11-21FERREIRA, D. G. Avaliação do desempenho de funções de proteção aplicadas em Reatores Shunt. 2024. 79 f. Dissertação (Mestrado em Engenharia Elétrica e de Computação) - Escola de Engenharia Elétrica, Mecânica e de Computação, Universidade Federal de Goiás, Goiânia, 2024.http://repositorio.bc.ufg.br/tede/handle/tede/13754The increase in the length of transport lines with high voltage levels has been distributed in countries with large territorial extensions, resulting in the demand for resources destined to control these levels. One of the possible adjustments attributed to voltage regulation is the use of shunt reactors in the lines. This equipment makes voltage regulation possible because, by absorbing excess capacitive reactives in the line, they maintain voltage within acceptable ranges for operation. Therefore, given the relevance of shunt reactors for the proper functioning of transmission lines and the electrical system, it is essential to ensure the correct functioning of the protection functions applied to shunt reactors. Therefore, this work presents an investigation into the application of different types of protection functions traditionally employed by manufacturers in reactors, such as restricted earth fault protection (REF), directional protection of negative sequence (32QF and 32QR), differential protection (87) and distance protection (21), which is normally used as a backup. The logic of each specific function aims to guarantee the operation and selectivity of protection in different short circuit situations. Therefore, in order to evaluate the protections, simulations were carried out in the software Alternative Transient Program (ATP), through which a 500 kV/60 Hz transmission line 400 km long and 60% shunt compensation was modeled. In the different simulations, different scenarios of internal short circuits in the reactor were evaluated, covering both the type of turn-to-ground faults and turn faults. Furthermore, we will understand the best functioning of protection schemes, external faults were applied to the equipment. Furthermore, we will understand the best functioning of protection schemes, external faults were applied to the equipment. Furthermore, a comparative evaluation was carried out between the performance of the different protection functions investigated, varying several criteria such as the type of fault, number of coils involved in the short circuit and the values of the leakage factors. Furthermore, transient analyzes and parametric sensitivity analyzes were performed. Based on all the results obtained, and comparing different protection schemes implemented in available commercial relays, it appears that the 21 and 32Q functions stand out, as similar and better performances were highlighted in relation to the other functions evaluated. In general, the 21 and 32Q functions work for all turn-to-ground faults and turn faults, regardless of the number of turns involved and the value of the leakage factor. Comparatively, the distance function proved to be faster, with an operating time of less than one cycle. Thus, it is stated that the distance function can also be used as main protection, together with other traditionally used functions, in order to increase the performance of the reactor protection scheme.O aumento da extensão de linhas de transmissão com níveis elevados de tensão tem sido observado em países de vasta extensão territorial, resultando na demanda por recursos destinados ao controle desses níveis. Um dos possíveis artifícios atribuídos a regulação de tensão é o emprego de reatores shunt nas linhas. Esses equipamentos viabilizam a regulação de tensão pois, por meio da absorção do excesso de reativos capacitivos na linha, eles mantêm a tensão dentro de intervalos aceitáveis para a operação. Logo, dada a relevância dos reatores shunt para o adequado funcionamento das linhas de transmissão e do sistema elétrico, é essencial assegurar o correto funcionamento das funções de proteção aplicadas aos reatores shunt. Assim, apresenta-se neste trabalho uma investigação sobre aplicação de diferentes tipos de funções de proteção tradicionalmente empregadas pelos fabricantes em reatores, como proteção de falta restrita a terra (REF), proteção direcional de sequência negativa (32QF e 32QR), proteção diferencial (87) e proteção de distância (21), que normalmente é usada como retaguarda. A lógica de cada função citada visa garantir a operação e a seletividade da proteção em diferentes situações de curto-circuito. Diante disso, a fim de avaliar as proteções, foram realizadas simulações no software Alternative Transient Program (ATP), por meio do qual foi modelada uma linha de transmissão de 500 kV/60 Hz com 400 km de extensão e 60% de compensação shunt. Nas diferentes simulações, foram avaliados distintos cenários de curtos-circuitos internos no reator, abrangendo tanto o tipo espira-terra quanto entre espiras. Além disso, visando compreender melhor o funcionamento dos esquemas de proteção, foram aplicadas faltas externas ao equipamento. Ademais, foi realizada uma avaliação comparativa entre o desempenho das diferentes funções de proteção investigadas, variando diversos critérios como o tipo de falta, quantidade de espiras envolvidas no curto-circuito e os valores dos fatores de dispersão. Além do mais, foram realizadas análises transitórias e análises da sensibilidade paramétrica. Com base em todos os resultados obtidos, e comparando os diferentes esquemas de proteção implementados em relés comerciais disponíveis, verifica-se que as funções 21 e 32Q se destacaram, pois apresentaram melhor desempenho em relação as demais funções avaliadas. De modo geral, as funções 21 e 32Q operam para todas as faltas espira-terra e entre espiras, independentemente do número de espiras envolvidas e do valor do fator de dispersão. Comparativamente, a função distância demonstrou ser mais rápida, com tempo de operação inferior a um ciclo. Assim, afirma-se que a função de distância também pode ser utilizada como proteção principal, juntamente com outras funções tradicionalmente utilizadas, a fim de aumentar o desempenho do esquema de proteção do reator.porUniversidade Federal de GoiásPrograma de Pós-graduação em Engenharia Elétrica e da Computação (EMC)UFGBrasilEscola de Engenharia Elétrica, Mecânica e de Computação - EMC (RMG)Attribution-NonCommercial-NoDerivatives 4.0 Internationalinfo:eu-repo/semantics/openAccessReator ShuntProteção Falta Restrita a terraProteção Direcional de Sequência NegativaProteção DiferencialProteção de DistânciaReactor ShuntRestricted Earth FaultOvervoltage ProtectionNegative Sequence Directional ProtectionDifferential ProtectionDistance ProtectionENGENHARIAS::ENGENHARIA ELETRICA::CIRCUITOS ELETRICOS, MAGNETICOS E ELETRONICOS::CIRCUITOS ELETRONICOSAvaliação do desempenho de funções de proteção aplicadas em Reatores ShuntPerformance evaluation of protection functions applied to Shunt Reactorsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisreponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGORIGINALDissertação - Diogo Guilherme Ferreira - 2024.pdfDissertação - Diogo Guilherme Ferreira - 2024.pdfapplication/pdf2790097http://repositorio.bc.ufg.br/tede/bitstreams/d30bc452-3d0e-4db4-b6c0-f2c403739cf9/download4159bf79fdc143cb9e634cc87d4094d2MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.bc.ufg.br/tede/bitstreams/cdbd1532-6855-4037-a8e9-fde98492fb67/download8a4605be74aa9ea9d79846c1fba20a33MD52CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8805http://repositorio.bc.ufg.br/tede/bitstreams/37c2deb3-3625-4ceb-9567-2f2ea48df085/download4460e5956bc1d1639be9ae6146a50347MD53tede/137542024-12-18 09:58:29.297http://creativecommons.org/licenses/by-nc-nd/4.0/Attribution-NonCommercial-NoDerivatives 4.0 Internationalopen.accessoai:repositorio.bc.ufg.br:tede/13754http://repositorio.bc.ufg.br/tedeRepositório InstitucionalPUBhttps://repositorio.bc.ufg.br/tedeserver/oai/requestgrt.bc@ufg.bropendoar:oai:repositorio.bc.ufg.br:tede/12342024-12-18T12:58:29Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)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
dc.title.none.fl_str_mv Avaliação do desempenho de funções de proteção aplicadas em Reatores Shunt
dc.title.alternative.eng.fl_str_mv Performance evaluation of protection functions applied to Shunt Reactors
title Avaliação do desempenho de funções de proteção aplicadas em Reatores Shunt
spellingShingle Avaliação do desempenho de funções de proteção aplicadas em Reatores Shunt
Ferreira, Diogo Guilherme
Reator Shunt
Proteção Falta Restrita a terra
Proteção Direcional de Sequência Negativa
Proteção Diferencial
Proteção de Distância
Reactor Shunt
Restricted Earth Fault
Overvoltage Protection
Negative Sequence Directional Protection
Differential Protection
Distance Protection
ENGENHARIAS::ENGENHARIA ELETRICA::CIRCUITOS ELETRICOS, MAGNETICOS E ELETRONICOS::CIRCUITOS ELETRONICOS
title_short Avaliação do desempenho de funções de proteção aplicadas em Reatores Shunt
title_full Avaliação do desempenho de funções de proteção aplicadas em Reatores Shunt
title_fullStr Avaliação do desempenho de funções de proteção aplicadas em Reatores Shunt
title_full_unstemmed Avaliação do desempenho de funções de proteção aplicadas em Reatores Shunt
title_sort Avaliação do desempenho de funções de proteção aplicadas em Reatores Shunt
author Ferreira, Diogo Guilherme
author_facet Ferreira, Diogo Guilherme
author_role author
dc.contributor.advisor1.fl_str_mv Almeida, Maria Leonor Silva de
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/7955955842189669
dc.contributor.advisor-co1.fl_str_mv Ferreira, Diogo Guilherme
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/0347498831010752
dc.contributor.referee1.fl_str_mv Almeida, Maria Leonor Silva de
dc.contributor.referee2.fl_str_mv Peres, LarissaMarques
dc.contributor.referee3.fl_str_mv Manassero Junior, Giovanni
dc.contributor.authorLattes.fl_str_mv https://lattes.cnpq.br/9483380274538495
dc.contributor.author.fl_str_mv Ferreira, Diogo Guilherme
contributor_str_mv Almeida, Maria Leonor Silva de
Ferreira, Diogo Guilherme
Almeida, Maria Leonor Silva de
Peres, LarissaMarques
Manassero Junior, Giovanni
dc.subject.por.fl_str_mv Reator Shunt
Proteção Falta Restrita a terra
Proteção Direcional de Sequência Negativa
Proteção Diferencial
Proteção de Distância
topic Reator Shunt
Proteção Falta Restrita a terra
Proteção Direcional de Sequência Negativa
Proteção Diferencial
Proteção de Distância
Reactor Shunt
Restricted Earth Fault
Overvoltage Protection
Negative Sequence Directional Protection
Differential Protection
Distance Protection
ENGENHARIAS::ENGENHARIA ELETRICA::CIRCUITOS ELETRICOS, MAGNETICOS E ELETRONICOS::CIRCUITOS ELETRONICOS
dc.subject.eng.fl_str_mv Reactor Shunt
Restricted Earth Fault
Overvoltage Protection
Negative Sequence Directional Protection
Differential Protection
Distance Protection
dc.subject.cnpq.fl_str_mv ENGENHARIAS::ENGENHARIA ELETRICA::CIRCUITOS ELETRICOS, MAGNETICOS E ELETRONICOS::CIRCUITOS ELETRONICOS
description The increase in the length of transport lines with high voltage levels has been distributed in countries with large territorial extensions, resulting in the demand for resources destined to control these levels. One of the possible adjustments attributed to voltage regulation is the use of shunt reactors in the lines. This equipment makes voltage regulation possible because, by absorbing excess capacitive reactives in the line, they maintain voltage within acceptable ranges for operation. Therefore, given the relevance of shunt reactors for the proper functioning of transmission lines and the electrical system, it is essential to ensure the correct functioning of the protection functions applied to shunt reactors. Therefore, this work presents an investigation into the application of different types of protection functions traditionally employed by manufacturers in reactors, such as restricted earth fault protection (REF), directional protection of negative sequence (32QF and 32QR), differential protection (87) and distance protection (21), which is normally used as a backup. The logic of each specific function aims to guarantee the operation and selectivity of protection in different short circuit situations. Therefore, in order to evaluate the protections, simulations were carried out in the software Alternative Transient Program (ATP), through which a 500 kV/60 Hz transmission line 400 km long and 60% shunt compensation was modeled. In the different simulations, different scenarios of internal short circuits in the reactor were evaluated, covering both the type of turn-to-ground faults and turn faults. Furthermore, we will understand the best functioning of protection schemes, external faults were applied to the equipment. Furthermore, we will understand the best functioning of protection schemes, external faults were applied to the equipment. Furthermore, a comparative evaluation was carried out between the performance of the different protection functions investigated, varying several criteria such as the type of fault, number of coils involved in the short circuit and the values of the leakage factors. Furthermore, transient analyzes and parametric sensitivity analyzes were performed. Based on all the results obtained, and comparing different protection schemes implemented in available commercial relays, it appears that the 21 and 32Q functions stand out, as similar and better performances were highlighted in relation to the other functions evaluated. In general, the 21 and 32Q functions work for all turn-to-ground faults and turn faults, regardless of the number of turns involved and the value of the leakage factor. Comparatively, the distance function proved to be faster, with an operating time of less than one cycle. Thus, it is stated that the distance function can also be used as main protection, together with other traditionally used functions, in order to increase the performance of the reactor protection scheme.
publishDate 2024
dc.date.accessioned.fl_str_mv 2024-12-18T12:58:29Z
dc.date.available.fl_str_mv 2024-12-18T12:58:29Z
dc.date.issued.fl_str_mv 2024-11-21
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv FERREIRA, D. G. Avaliação do desempenho de funções de proteção aplicadas em Reatores Shunt. 2024. 79 f. Dissertação (Mestrado em Engenharia Elétrica e de Computação) - Escola de Engenharia Elétrica, Mecânica e de Computação, Universidade Federal de Goiás, Goiânia, 2024.
dc.identifier.uri.fl_str_mv http://repositorio.bc.ufg.br/tede/handle/tede/13754
identifier_str_mv FERREIRA, D. G. Avaliação do desempenho de funções de proteção aplicadas em Reatores Shunt. 2024. 79 f. Dissertação (Mestrado em Engenharia Elétrica e de Computação) - Escola de Engenharia Elétrica, Mecânica e de Computação, Universidade Federal de Goiás, Goiânia, 2024.
url http://repositorio.bc.ufg.br/tede/handle/tede/13754
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade Federal de Goiás
dc.publisher.program.fl_str_mv Programa de Pós-graduação em Engenharia Elétrica e da Computação (EMC)
dc.publisher.initials.fl_str_mv UFG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Escola de Engenharia Elétrica, Mecânica e de Computação - EMC (RMG)
publisher.none.fl_str_mv Universidade Federal de Goiás
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFG
instname:Universidade Federal de Goiás (UFG)
instacron:UFG
instname_str Universidade Federal de Goiás (UFG)
instacron_str UFG
institution UFG
reponame_str Repositório Institucional da UFG
collection Repositório Institucional da UFG
bitstream.url.fl_str_mv http://repositorio.bc.ufg.br/tede/bitstreams/d30bc452-3d0e-4db4-b6c0-f2c403739cf9/download
http://repositorio.bc.ufg.br/tede/bitstreams/cdbd1532-6855-4037-a8e9-fde98492fb67/download
http://repositorio.bc.ufg.br/tede/bitstreams/37c2deb3-3625-4ceb-9567-2f2ea48df085/download
bitstream.checksum.fl_str_mv 4159bf79fdc143cb9e634cc87d4094d2
8a4605be74aa9ea9d79846c1fba20a33
4460e5956bc1d1639be9ae6146a50347
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)
repository.mail.fl_str_mv grt.bc@ufg.br
_version_ 1861293789869506560