Abordagem heurística para reagrupamento de conjuntos de consumidores de uma distribuidora de energia elétrica

Detalhes bibliográficos
Ano de defesa: 2022
Autor(a) principal: Pereira, Wanderson Lombardy lattes
Orientador(a): Garcia, Vinícius Jacques lattes
Banca de defesa: Santos, Laura Lisiane Callai dos, Ramos, Maicon Jaderson Silveira
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Santa Maria
Centro de Tecnologia
Programa de Pós-Graduação: Programa de Pós-Graduação em Engenharia de Produção
Departamento: Engenharia de Produção
País: Brasil
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: http://repositorio.ufsm.br/handle/1/26280
Resumo: The evaluation of the performance of distributors is governed by the National Electric Energy Agency – ANEEL through the Collective and Individual Performance Indicators, presented in Module 8 of the Distribution Procedures (PRODIST). These indicators aim at setting targets for a minimum level of acceptable quality in the service provided by the distribution company. This research deals with the analysis of the configuration of sets of Consumer Units of an electric energy distribution company. The analysis starts from the collection of historical data of occurrences that caused interruptions of electric energy for groups of consumers, identifying the average interruption times and the frequency with which they occurred throughout the analyzed period. The objective is to identify possible adjustments in the configuration of the sets of consumers, and for this, the methodology seeks to propose adjustments in the sets following restrictions and analysis of criteria imposed by ANEEL. Through the geographic visualization of the scope of the sets, two main criteria are analyzed before any adjustment between them, they are: contiguity between areas and number of consumer units per sets. For these criteria, matrices capable of informing the possibility of joining the sets to each other will be created. At the end of the application of the methodology, the results obtained for the collective indicators through the regrouping of sets are analyzed and a new configuration proposal is presented through two case studies, which allow the obtaining of scenarios that present a reduction in the values of the collective indicators through the union between two substations.
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spelling 2022-09-28T14:52:23Z2022-09-28T14:52:23Z2022-05-27http://repositorio.ufsm.br/handle/1/26280The evaluation of the performance of distributors is governed by the National Electric Energy Agency – ANEEL through the Collective and Individual Performance Indicators, presented in Module 8 of the Distribution Procedures (PRODIST). These indicators aim at setting targets for a minimum level of acceptable quality in the service provided by the distribution company. This research deals with the analysis of the configuration of sets of Consumer Units of an electric energy distribution company. The analysis starts from the collection of historical data of occurrences that caused interruptions of electric energy for groups of consumers, identifying the average interruption times and the frequency with which they occurred throughout the analyzed period. The objective is to identify possible adjustments in the configuration of the sets of consumers, and for this, the methodology seeks to propose adjustments in the sets following restrictions and analysis of criteria imposed by ANEEL. Through the geographic visualization of the scope of the sets, two main criteria are analyzed before any adjustment between them, they are: contiguity between areas and number of consumer units per sets. For these criteria, matrices capable of informing the possibility of joining the sets to each other will be created. At the end of the application of the methodology, the results obtained for the collective indicators through the regrouping of sets are analyzed and a new configuration proposal is presented through two case studies, which allow the obtaining of scenarios that present a reduction in the values of the collective indicators through the union between two substations.A avaliação do desempenho das distribuidoras é regida pela Agência Nacional de Energia Elétrica – ANEEL por meio dos Indicadores de Desempenho Coletivos e Individuais, apresentados no Módulo 8 dos Procedimentos de Distribuição (PRODIST). Estes indicadores objetivam a fixação de metas de um nível mínimo de qualidade aceitável no serviço prestado pela empresa distribuidora. Esta pesquisa trata da análise da configuração dos conjuntos de Unidades Consumidoras de uma empresa distribuidora de energia elétrica. A análise parte do levantamento de dados históricos de ocorrências que causaram interrupção de energia elétrica para grupos de consumidores, identificando os tempos médios de interrupção e a frequência com a qual as mesmas se deram ao longo do período analisado. O objetivo é identificar possíveis ajustes na configuração dos conjuntos de consumidores, e para isto, a metodologia busca propor ajustes nos conjuntos seguindo restrições e análises de critérios impostos pela ANEEL. Por meio da visualização geográfica da abrangência dos conjuntos são analisados dois principais critérios antes de qualquer ajuste entre os mesmos, são eles: contiguidade entre áreas e número de unidades consumidoras por conjuntos. Para estes critérios, serão criadas matrizes capazes de informar a possibilidade de união dos conjuntos entre si. Ao final da aplicação da metodologia os resultados obtidos para os indicadores coletivos por meio do reagrupamento de conjuntos são analisados e uma nova proposta de configuração é apresentada por meio de dois estudos de caso, os quais permitem a obtenção de cenários que apresentam redução nos valores dos indicadores coletivos por meio da união entre duas subestações.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESporUniversidade Federal de Santa MariaCentro de TecnologiaPrograma de Pós-Graduação em Engenharia de ProduçãoUFSMBrasilEngenharia de ProduçãoAttribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessIndicadores coletivosQualidade do fornecimentoEnergia elétricaConjuntos de consumidoresDesempenho de conjuntosCollective indicatorsSupply qualityElectricityConsumer setsSet performanceCNPQ::ENGENHARIAS::ENGENHARIA DE PRODUCAOAbordagem heurística para reagrupamento de conjuntos de consumidores de uma distribuidora de energia elétricaHeuristic approach to re-grouping consumer sets of an electricity distributorinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisGarcia, Vinícius Jacqueshttp://lattes.cnpq.br/5496717370740068Santos, Laura Lisiane Callai dosRamos, Maicon Jaderson Silveirahttp://lattes.cnpq.br/1585439579275732Pereira, Wanderson Lombardy30080000000560060060060060085f4d1f8-94a1-4d70-87f0-73906e14a26f33f9118e-c594-48b1-a7e5-2d600e5ce335e4b168ce-b1a9-45a4-95c6-f39d2bda73ff777938fc-329b-468d-9641-f4e4c65cbb02reponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMORIGINALDIS_PPGEP_2022_PEREIRA _WANDERSON.pdfDIS_PPGEP_2022_PEREIRA _WANDERSON.pdfDissertação de mestradoapplication/pdf1084904http://repositorio.ufsm.br/bitstream/1/26280/1/DIS_PPGEP_2022_PEREIRA%20_WANDERSON.pdf19cb813fc6f058a8a38b4290d4fe931bMD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; 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dc.title.por.fl_str_mv Abordagem heurística para reagrupamento de conjuntos de consumidores de uma distribuidora de energia elétrica
dc.title.alternative.eng.fl_str_mv Heuristic approach to re-grouping consumer sets of an electricity distributor
title Abordagem heurística para reagrupamento de conjuntos de consumidores de uma distribuidora de energia elétrica
spellingShingle Abordagem heurística para reagrupamento de conjuntos de consumidores de uma distribuidora de energia elétrica
Pereira, Wanderson Lombardy
Indicadores coletivos
Qualidade do fornecimento
Energia elétrica
Conjuntos de consumidores
Desempenho de conjuntos
Collective indicators
Supply quality
Electricity
Consumer sets
Set performance
CNPQ::ENGENHARIAS::ENGENHARIA DE PRODUCAO
title_short Abordagem heurística para reagrupamento de conjuntos de consumidores de uma distribuidora de energia elétrica
title_full Abordagem heurística para reagrupamento de conjuntos de consumidores de uma distribuidora de energia elétrica
title_fullStr Abordagem heurística para reagrupamento de conjuntos de consumidores de uma distribuidora de energia elétrica
title_full_unstemmed Abordagem heurística para reagrupamento de conjuntos de consumidores de uma distribuidora de energia elétrica
title_sort Abordagem heurística para reagrupamento de conjuntos de consumidores de uma distribuidora de energia elétrica
author Pereira, Wanderson Lombardy
author_facet Pereira, Wanderson Lombardy
author_role author
dc.contributor.advisor1.fl_str_mv Garcia, Vinícius Jacques
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/5496717370740068
dc.contributor.referee1.fl_str_mv Santos, Laura Lisiane Callai dos
dc.contributor.referee2.fl_str_mv Ramos, Maicon Jaderson Silveira
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/1585439579275732
dc.contributor.author.fl_str_mv Pereira, Wanderson Lombardy
contributor_str_mv Garcia, Vinícius Jacques
Santos, Laura Lisiane Callai dos
Ramos, Maicon Jaderson Silveira
dc.subject.por.fl_str_mv Indicadores coletivos
Qualidade do fornecimento
Energia elétrica
Conjuntos de consumidores
Desempenho de conjuntos
topic Indicadores coletivos
Qualidade do fornecimento
Energia elétrica
Conjuntos de consumidores
Desempenho de conjuntos
Collective indicators
Supply quality
Electricity
Consumer sets
Set performance
CNPQ::ENGENHARIAS::ENGENHARIA DE PRODUCAO
dc.subject.eng.fl_str_mv Collective indicators
Supply quality
Electricity
Consumer sets
Set performance
dc.subject.cnpq.fl_str_mv CNPQ::ENGENHARIAS::ENGENHARIA DE PRODUCAO
description The evaluation of the performance of distributors is governed by the National Electric Energy Agency – ANEEL through the Collective and Individual Performance Indicators, presented in Module 8 of the Distribution Procedures (PRODIST). These indicators aim at setting targets for a minimum level of acceptable quality in the service provided by the distribution company. This research deals with the analysis of the configuration of sets of Consumer Units of an electric energy distribution company. The analysis starts from the collection of historical data of occurrences that caused interruptions of electric energy for groups of consumers, identifying the average interruption times and the frequency with which they occurred throughout the analyzed period. The objective is to identify possible adjustments in the configuration of the sets of consumers, and for this, the methodology seeks to propose adjustments in the sets following restrictions and analysis of criteria imposed by ANEEL. Through the geographic visualization of the scope of the sets, two main criteria are analyzed before any adjustment between them, they are: contiguity between areas and number of consumer units per sets. For these criteria, matrices capable of informing the possibility of joining the sets to each other will be created. At the end of the application of the methodology, the results obtained for the collective indicators through the regrouping of sets are analyzed and a new configuration proposal is presented through two case studies, which allow the obtaining of scenarios that present a reduction in the values of the collective indicators through the union between two substations.
publishDate 2022
dc.date.accessioned.fl_str_mv 2022-09-28T14:52:23Z
dc.date.available.fl_str_mv 2022-09-28T14:52:23Z
dc.date.issued.fl_str_mv 2022-05-27
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
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url http://repositorio.ufsm.br/handle/1/26280
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dc.rights.driver.fl_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
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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 de Produção
dc.publisher.initials.fl_str_mv UFSM
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Engenharia de Produção
publisher.none.fl_str_mv Universidade Federal de Santa Maria
Centro de Tecnologia
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