Metodologia para a análise dos efeitos da geração distribuída sobre as características operacionais dos sistemas de distribuição utilizando técnicas multicriteriais

Detalhes bibliográficos
Autor(a) principal: Barin, Alexandre
Data de Publicação: 2007
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Manancial - Repositório Digital da UFSM
dARK ID: ark:/26339/0013000003msk
Texto Completo: http://repositorio.ufsm.br/handle/1/8444
Resumo: Nowadays, the Brazilian electric systems need the development of new researches and tools, in order to obtain a logic solution to maintain and improve the reliability and the quality of the power delivered to customers. Therefore, the study of the appropriate connection of distributed generation sources is an essential topic to be analyzed, since this process may provide positive impacts along the feeders. An appropriate DG site is an important aspect mentioned in the PRODIST (Proceedings of Electric Energy Distribution on Electrical National System), inside section 3. For now, the PRODIST is just an orientating tool established by the ANEEL - National Regulatory Agency of Electric Energy. It is important to observe that after the approval of PRODIST, this tool will be the standard for several processes considering planning and operation of distribution systems in Brazil. During the development of this work the main types of distributed energy sources were presented in order to observe their characteristics and their applications on distributions networks. Besides, the main effects of the DG operation inside three distribution system models were analyzed through the software DigSilent®, considering power losses and voltage levels. Moreover, this study intends to perform a multi-objective analysis defining some quantitative and qualitative parameters evaluated by specific softwares, according to the types of parameters. It is important to emphasize that the appropriate choice of these parameters is essential to support the final results, since a wrong choice or a lacking of an import parameter may provide undesirable outputs. These parameters were applied on the Bellman-Zadeh algorithm and the membership fuzzy functions, in order to find the appropriate DG site inside a distribution system model. These two methods are described separately. However, the methods are applied on a practical example together. Therefore it is possible to analyze the main characteristics of each method, emphasizing its applications on the multi-objective analysis. The developed methodology intends to provide positive effects in distribution networks and also work towards the planning of distribution systems. It is important to observe that the methodology presented in this study may be applied to distribution system feeders to find in which feeder will be the most appropriate DG location, and to any node inside a determined feeder providing a specific place for the appropriate DG site.
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spelling Metodologia para a análise dos efeitos da geração distribuída sobre as características operacionais dos sistemas de distribuição utilizando técnicas multicriteriaisMethodology for analysis of impacts of distributed generation sources on the operational characteristics of distribution systems using techniques of multi-objective analysisGeração distribuídaAnálise multicriterialSistemas de distribuiçãoLógica fuzzyAlgoritmo de Bellman-ZadehPlanejamentoDistributed generationMulti-objective analysisDistribution networksFuzzy logicBellman-Zadeh algorithmDistribution system planningCNPQ::ENGENHARIAS::ENGENHARIA ELETRICANowadays, the Brazilian electric systems need the development of new researches and tools, in order to obtain a logic solution to maintain and improve the reliability and the quality of the power delivered to customers. Therefore, the study of the appropriate connection of distributed generation sources is an essential topic to be analyzed, since this process may provide positive impacts along the feeders. An appropriate DG site is an important aspect mentioned in the PRODIST (Proceedings of Electric Energy Distribution on Electrical National System), inside section 3. For now, the PRODIST is just an orientating tool established by the ANEEL - National Regulatory Agency of Electric Energy. It is important to observe that after the approval of PRODIST, this tool will be the standard for several processes considering planning and operation of distribution systems in Brazil. During the development of this work the main types of distributed energy sources were presented in order to observe their characteristics and their applications on distributions networks. Besides, the main effects of the DG operation inside three distribution system models were analyzed through the software DigSilent®, considering power losses and voltage levels. Moreover, this study intends to perform a multi-objective analysis defining some quantitative and qualitative parameters evaluated by specific softwares, according to the types of parameters. It is important to emphasize that the appropriate choice of these parameters is essential to support the final results, since a wrong choice or a lacking of an import parameter may provide undesirable outputs. These parameters were applied on the Bellman-Zadeh algorithm and the membership fuzzy functions, in order to find the appropriate DG site inside a distribution system model. These two methods are described separately. However, the methods are applied on a practical example together. Therefore it is possible to analyze the main characteristics of each method, emphasizing its applications on the multi-objective analysis. The developed methodology intends to provide positive effects in distribution networks and also work towards the planning of distribution systems. It is important to observe that the methodology presented in this study may be applied to distribution system feeders to find in which feeder will be the most appropriate DG location, and to any node inside a determined feeder providing a specific place for the appropriate DG site.Conselho Nacional de Desenvolvimento Científico e TecnológicoAvaliando o momento atual do setor elétrico brasileiro, percebe-se a crescente necessidade de se encontrar novos caminhos para o avanço dos setores de distribuição de energia elétrica. Desta forma a inserção de fontes de geração distribuída (GD) apresenta-se como uma alternativa estratégica para o desenvolvimento do sistema energético brasileiro. A adequada localização das fontes de GD é um importante aspecto citado nos Procedimentos de Distribuição de Energia Elétrica no Sistema Elétrico Nacional (PRODIST) Módulo 3, sendo este um instrumento orientativo criado pela Agência Nacional de Energia Elétrica (ANEEL). Durante o desenvolvimento deste trabalho foram pesquisados os principais tipos de fontes de geração distribuída com o objetivo de avaliar as características e aplicações das mesmas. Além disso, foram observadas as principais conseqüências da conexão de fontes de GD em três protótipos de sistemas de distribuição, considerando perdas de potência e níveis de tensão, simulados através do software DigSilent®. Com base em uma análise multicriterial foram definidos parâmetros quantitativos e qualitativos, avaliados previamente através de softwares específicos para cada tipo de parâmetro. Deve-se observar a importância da correta escolha destes parâmetros, pois a ausência de um único parâmetro, que possua uma elevada importância para o sistema em questão, pode comprometer a validade dos resultados obtidos. Estes parâmetros foram aplicados em uma metodologia utilizando o algoritmo de Bellman-Zadeh e os conjuntos fuzzy, com o objetivo de encontrar a localização mais adequada de uma fonte de geração distribuída em um sistema de distribuição. Estes dois métodos serão descritos separadamente e avaliados de forma conjunta, visando estabelecer suas principais características a suas diferentes aplicações em análises multicriteriais. A metodologia desenvolvida neste estudo visa o correto desenvolvimento dos sistemas de distribuição de média tensão, contribuindo para futuros planejamentos deste sistema. Outro importante fato a ser observado é que a metodologia proposta neste estudo pode ser aplicada tanto na análise de um sistema de distribuição com intuito de determinar qual é o alimentador mais adequado a se instalar a fonte de GD, quanto na análise de determinados alimentadores buscando especificamente qual é o local dentro de cada alimentador onde deve ser instalada a fonte de GD.Universidade Federal de Santa MariaBREngenharia ElétricaUFSMPrograma de Pós-Graduação em Engenharia ElétricaCanha, Luciane Neveshttp://lattes.cnpq.br/6991878627141193Machado, Ricardo Quadroshttp://lattes.cnpq.br/3927458584410491Ekel, Petr IakovlevitchEKEL, P. I.Barin, Alexandre2017-05-192017-05-192007-11-08info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfapplication/pdfBARIN, Alexandre. Methodology for analysis of impacts of distributed generation sources on the operational characteristics of distribution systems using techniques of multi-objective analysis. 2007. 113 f. Dissertação (Mestrado em Engenharia Elétrica) - Universidade Federal de Santa Maria, Santa Maria, 2007.http://repositorio.ufsm.br/handle/1/8444ark:/26339/0013000003mskporinfo:eu-repo/semantics/openAccessreponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSM2023-01-02T14:49:22Zoai:repositorio.ufsm.br:1/8444Biblioteca Digital de Teses e Dissertaçõeshttps://repositorio.ufsm.br/ONGhttps://repositorio.ufsm.br/oai/requestatendimento.sib@ufsm.br||tedebc@gmail.comopendoar:2023-01-02T14:49:22Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.none.fl_str_mv Metodologia para a análise dos efeitos da geração distribuída sobre as características operacionais dos sistemas de distribuição utilizando técnicas multicriteriais
Methodology for analysis of impacts of distributed generation sources on the operational characteristics of distribution systems using techniques of multi-objective analysis
title Metodologia para a análise dos efeitos da geração distribuída sobre as características operacionais dos sistemas de distribuição utilizando técnicas multicriteriais
spellingShingle Metodologia para a análise dos efeitos da geração distribuída sobre as características operacionais dos sistemas de distribuição utilizando técnicas multicriteriais
Barin, Alexandre
Geração distribuída
Análise multicriterial
Sistemas de distribuição
Lógica fuzzy
Algoritmo de Bellman-Zadeh
Planejamento
Distributed generation
Multi-objective analysis
Distribution networks
Fuzzy logic
Bellman-Zadeh algorithm
Distribution system planning
CNPQ::ENGENHARIAS::ENGENHARIA ELETRICA
title_short Metodologia para a análise dos efeitos da geração distribuída sobre as características operacionais dos sistemas de distribuição utilizando técnicas multicriteriais
title_full Metodologia para a análise dos efeitos da geração distribuída sobre as características operacionais dos sistemas de distribuição utilizando técnicas multicriteriais
title_fullStr Metodologia para a análise dos efeitos da geração distribuída sobre as características operacionais dos sistemas de distribuição utilizando técnicas multicriteriais
title_full_unstemmed Metodologia para a análise dos efeitos da geração distribuída sobre as características operacionais dos sistemas de distribuição utilizando técnicas multicriteriais
title_sort Metodologia para a análise dos efeitos da geração distribuída sobre as características operacionais dos sistemas de distribuição utilizando técnicas multicriteriais
author Barin, Alexandre
author_facet Barin, Alexandre
author_role author
dc.contributor.none.fl_str_mv Canha, Luciane Neves
http://lattes.cnpq.br/6991878627141193
Machado, Ricardo Quadros
http://lattes.cnpq.br/3927458584410491
Ekel, Petr Iakovlevitch
EKEL, P. I.
dc.contributor.author.fl_str_mv Barin, Alexandre
dc.subject.por.fl_str_mv Geração distribuída
Análise multicriterial
Sistemas de distribuição
Lógica fuzzy
Algoritmo de Bellman-Zadeh
Planejamento
Distributed generation
Multi-objective analysis
Distribution networks
Fuzzy logic
Bellman-Zadeh algorithm
Distribution system planning
CNPQ::ENGENHARIAS::ENGENHARIA ELETRICA
topic Geração distribuída
Análise multicriterial
Sistemas de distribuição
Lógica fuzzy
Algoritmo de Bellman-Zadeh
Planejamento
Distributed generation
Multi-objective analysis
Distribution networks
Fuzzy logic
Bellman-Zadeh algorithm
Distribution system planning
CNPQ::ENGENHARIAS::ENGENHARIA ELETRICA
description Nowadays, the Brazilian electric systems need the development of new researches and tools, in order to obtain a logic solution to maintain and improve the reliability and the quality of the power delivered to customers. Therefore, the study of the appropriate connection of distributed generation sources is an essential topic to be analyzed, since this process may provide positive impacts along the feeders. An appropriate DG site is an important aspect mentioned in the PRODIST (Proceedings of Electric Energy Distribution on Electrical National System), inside section 3. For now, the PRODIST is just an orientating tool established by the ANEEL - National Regulatory Agency of Electric Energy. It is important to observe that after the approval of PRODIST, this tool will be the standard for several processes considering planning and operation of distribution systems in Brazil. During the development of this work the main types of distributed energy sources were presented in order to observe their characteristics and their applications on distributions networks. Besides, the main effects of the DG operation inside three distribution system models were analyzed through the software DigSilent®, considering power losses and voltage levels. Moreover, this study intends to perform a multi-objective analysis defining some quantitative and qualitative parameters evaluated by specific softwares, according to the types of parameters. It is important to emphasize that the appropriate choice of these parameters is essential to support the final results, since a wrong choice or a lacking of an import parameter may provide undesirable outputs. These parameters were applied on the Bellman-Zadeh algorithm and the membership fuzzy functions, in order to find the appropriate DG site inside a distribution system model. These two methods are described separately. However, the methods are applied on a practical example together. Therefore it is possible to analyze the main characteristics of each method, emphasizing its applications on the multi-objective analysis. The developed methodology intends to provide positive effects in distribution networks and also work towards the planning of distribution systems. It is important to observe that the methodology presented in this study may be applied to distribution system feeders to find in which feeder will be the most appropriate DG location, and to any node inside a determined feeder providing a specific place for the appropriate DG site.
publishDate 2007
dc.date.none.fl_str_mv 2007-11-08
2017-05-19
2017-05-19
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.uri.fl_str_mv BARIN, Alexandre. Methodology for analysis of impacts of distributed generation sources on the operational characteristics of distribution systems using techniques of multi-objective analysis. 2007. 113 f. Dissertação (Mestrado em Engenharia Elétrica) - Universidade Federal de Santa Maria, Santa Maria, 2007.
http://repositorio.ufsm.br/handle/1/8444
dc.identifier.dark.fl_str_mv ark:/26339/0013000003msk
identifier_str_mv BARIN, Alexandre. Methodology for analysis of impacts of distributed generation sources on the operational characteristics of distribution systems using techniques of multi-objective analysis. 2007. 113 f. Dissertação (Mestrado em Engenharia Elétrica) - Universidade Federal de Santa Maria, Santa Maria, 2007.
ark:/26339/0013000003msk
url http://repositorio.ufsm.br/handle/1/8444
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
BR
Engenharia Elétrica
UFSM
Programa de Pós-Graduação em Engenharia Elétrica
publisher.none.fl_str_mv Universidade Federal de Santa Maria
BR
Engenharia Elétrica
UFSM
Programa de Pós-Graduação em Engenharia Elétrica
dc.source.none.fl_str_mv reponame:Manancial - Repositório Digital da UFSM
instname:Universidade Federal de Santa Maria (UFSM)
instacron:UFSM
instname_str Universidade Federal de Santa Maria (UFSM)
instacron_str UFSM
institution UFSM
reponame_str Manancial - Repositório Digital da UFSM
collection Manancial - Repositório Digital da UFSM
repository.name.fl_str_mv Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)
repository.mail.fl_str_mv atendimento.sib@ufsm.br||tedebc@gmail.com
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