Novos métodos para reconfiguração das redes de distribuição a partir de algoritmos de tomadas de decisão multicriteriais

Detalhes bibliográficos
Autor(a) principal: Bernardon, Daniel Pinheiro
Data de Publicação: 2007
Tipo de documento: Tese
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações do UFSM
Texto Completo: http://repositorio.ufsm.br/handle/1/3651
Resumo: The electric networks reconfiguration has as purpose: to reduce the energy losses, to improve the voltage profile for the customers, to increase the reliability levels or to re-establish the energy supply in contingency situations. In spite of the complexity of this combinatorial problem of large dimensions, there is an effort of the researchers in the direction of efficient optimization methods, once the classic methods present difficulties for its resolution. The disadvantage of these methods is that a major part of researchers ignores the totality of formal information that is available in the power utilities. The efficient solution should also consider the knowledge and experience of power utilities professionals that can be accomplished starting from the development of Specialist Systems. For these reason, it becomes more recommended to consider algorithms that make possible the use of formal and informal analysis methods. This context motivated this thesis whose proposal is the development of new methods and software for distribution networks reconfiguration starting from multiple criteria decision-making methods, aiming at a more adequate processing of all available information in power utilities. To solve the approached problem, this paper uses the Bellman-Zadeh s method that was shown efficient in the solution of several problems of multiple criteria decision, besides allowing the analysis, at the same time, of quantitative and qualitative criteria. In general, the reconfiguration can not be solved in an efficient way without the analysis of the following problems: the appropriate modeling of the equipments and electrical loads; the creation of algorithm for representation of the electrical topology that allows fast changes in the electric configuration; calculations of the load flow; the definition of composition and presentation forms for the target functions and restrictions; the development of optimization methods and software to define the best electric configuration in normal operation state and in contingency situations. The proposed methodologies were customized according to the power utilities needs, helping the operators in the decision-making process. Besides that the algorithms meet the demand for fast processing of the efficient solutions, which is fundamental mainly in the re-establishment of energy supply during contingencies. Among the several advantages of the developed software in relation to the conventional softwares, the most important are: the representation of the electric topology considers only the information of the connections that really exist, dispensing the use of matrixes; integration with the electric load modeling systems for maximum demand as for load typical curves; the use of the initial data reliability to coordinate the tranformers load; application of multiple criteria optimization algorithms for distribution networks reconfiguration, in normal operational state and in contingency situations; composition of the target functions and restrictions considering quantitative and qualitative characteristics; evaluation of the impact of the reconfiguration in the power systems energy losses. As results, case studies are presented with real data from the power utilities, in order to prove the efficiency of the proposed methods.
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spelling 2017-05-192017-05-192007-12-14BERNARDON, Daniel Pinheiro. New methods for distribution networks reconfiguration starting from multiple criteria decision-making algorithms. 2007. 229 f. Tese (Doutorado em Engenharia Elétrica) - Universidade Federal de Santa Maria, Santa Maria, 2007.http://repositorio.ufsm.br/handle/1/3651The electric networks reconfiguration has as purpose: to reduce the energy losses, to improve the voltage profile for the customers, to increase the reliability levels or to re-establish the energy supply in contingency situations. In spite of the complexity of this combinatorial problem of large dimensions, there is an effort of the researchers in the direction of efficient optimization methods, once the classic methods present difficulties for its resolution. The disadvantage of these methods is that a major part of researchers ignores the totality of formal information that is available in the power utilities. The efficient solution should also consider the knowledge and experience of power utilities professionals that can be accomplished starting from the development of Specialist Systems. For these reason, it becomes more recommended to consider algorithms that make possible the use of formal and informal analysis methods. This context motivated this thesis whose proposal is the development of new methods and software for distribution networks reconfiguration starting from multiple criteria decision-making methods, aiming at a more adequate processing of all available information in power utilities. To solve the approached problem, this paper uses the Bellman-Zadeh s method that was shown efficient in the solution of several problems of multiple criteria decision, besides allowing the analysis, at the same time, of quantitative and qualitative criteria. In general, the reconfiguration can not be solved in an efficient way without the analysis of the following problems: the appropriate modeling of the equipments and electrical loads; the creation of algorithm for representation of the electrical topology that allows fast changes in the electric configuration; calculations of the load flow; the definition of composition and presentation forms for the target functions and restrictions; the development of optimization methods and software to define the best electric configuration in normal operation state and in contingency situations. The proposed methodologies were customized according to the power utilities needs, helping the operators in the decision-making process. Besides that the algorithms meet the demand for fast processing of the efficient solutions, which is fundamental mainly in the re-establishment of energy supply during contingencies. Among the several advantages of the developed software in relation to the conventional softwares, the most important are: the representation of the electric topology considers only the information of the connections that really exist, dispensing the use of matrixes; integration with the electric load modeling systems for maximum demand as for load typical curves; the use of the initial data reliability to coordinate the tranformers load; application of multiple criteria optimization algorithms for distribution networks reconfiguration, in normal operational state and in contingency situations; composition of the target functions and restrictions considering quantitative and qualitative characteristics; evaluation of the impact of the reconfiguration in the power systems energy losses. As results, case studies are presented with real data from the power utilities, in order to prove the efficiency of the proposed methods.A reconfiguração das redes elétricas tem como finalidade: reduzir as perdas de energia, melhorar o perfil de tensão para os consumidores, aumentar os níveis de confiabilidade ou restabelecer o fornecimento de energia em situações de contingência. Apesar da complexidade desse problema combinatorial de grandes dimensões, há todo um esforço, por parte dos pesquisadores, no sentido de buscar métodos eficazes de otimização, uma vez que os métodos clássicos apresentam dificuldades para sua resolução. A desvantagem destes trabalhos é que a maioria deles praticamente ignora a totalidade da informação formal, que está disponível nas concessionárias. No entanto, para uma solução eficiente, também deve-se considerar o conhecimento e a experiência dos profissionais das concessionárias, que pode ser realizado a partir do desenvolvimento de Sistemas Especialistas. Por essas razões, torna-se mais indicado desenvolver algoritmos que possibilitem reunir métodos de análise formais e informais. Essas constatações motivaram a realização deste trabalho. Nele, propõese o desenvolvimento de novos métodos e de uma ferramenta computacional para reconfiguração das redes de distribuição a partir de métodos de tomada de decisão multicriteriais, visando ao processamento adequado das fontes de informação disponíveis nas concessionárias. Para resolver o problema abordado, este trabalho utiliza o método de Bellman-Zadeh, que se mostrou eficiente para a solução de questões envolvendo múltiplos critérios, permitindo não apenas a análise de critérios quantitativos, mas também qualitativos. Em geral, a questão de reconfiguração não pode ser solucionada de forma otimizada, sem a análise dos seguintes problemas: modelagem adequada dos elementos pertencentes às redes de distribuição e das cargas elétricas; criação de algoritmo para representação da topologia das redes, que permita realizar rápidas alterações na configuração; cálculos do fluxo de potência; definição da composição e formas de apresentação para as funções objetivo e restrições; desenvolvimento de métodos de otimização e software para definir a configuração elétrica ideal, em regime normal de operação e em situações de contingência. As metodologias propostas foram customizadas de acordo com as necessidades das concessionárias, ajudando os operadores no processo de tomada de decisão. Além disso, os algoritmos atendem à exigência de processamento rápido na definição da solução eficiente, que é fundamental principalmente quando se tratar de restauração de energia em situações de contingência. Dentre as vantagens desse sistema em relação aos softwares convencionais, destacam-se as seguintes: representação da topologia elétrica das redes de distribuição, considerando somente a informação das ligações que existem de fato, dispensando o uso de matrizes; integração com os sistemas de modelagem da carga elétrica tanto por demanda máxima quanto por curvas típicas de carga; uso da confiabilidade dos dados iniciais para coordenação da carga dos transformadores de distribuição; aplicação de algoritmos de otimização e de análise multicriteriais para reconfiguração das redes, em regime normal de operação e em situações de contingência; composição das funções objetivo e restrições, considerando características quantitativas e qualitativas; avaliação do impacto das reconfigurações nas perdas elétricas dos sistemas de potência. Como resultados, são apresentados estudos de casos com dados reais das concessionárias de energia elétrica, com o objetivo de comprovar a eficiência dos métodos propostos.application/pdfporUniversidade Federal de Santa MariaPrograma de Pós-Graduação em Engenharia ElétricaUFSMBREngenharia ElétricaReconfiguração de redes de distribuiçãoRestabelecimento de energiaAnálise multicriterialDistribution networks reconfigurationPower supply restorationMultiple criteria decision-makingCNPQ::ENGENHARIAS::ENGENHARIA ELETRICANovos métodos para reconfiguração das redes de distribuição a partir de algoritmos de tomadas de decisão multicriteriaisNew methods for distribution networks reconfiguration starting from multiple criteria decision-making algorithmsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisCanha, Luciane Neveshttp://lattes.cnpq.br/6991878627141193Abaide, Alzenira da Rosahttp://lattes.cnpq.br/2427825596072142Cardoso Junior, Ghendyhttp://lattes.cnpq.br/6284386218725402Martinez, Manuel Luis Barreirahttp://lattes.cnpq.br/7028813097050040Popov, Vladimir Andreevitchhttp://lattes.cnpq.br/2217596440987442http://lattes.cnpq.br/6004612278397270Bernardon, Daniel Pinheiro300400000007400300300300300300300ab53fdc5-93b0-417d-b96d-9442b235a1ffe76b6655-5b38-478b-8bf8-d73d2a27aed03e00029a-ff6e-4e78-9f59-e957ef99c554fbbb6b49-48e2-4db0-91a3-15d1ad32c88fb5247903-a354-4d93-b031-2c2c9f6e4d207b081f2d-095f-4a47-b2af-32feef1849dainfo:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações do UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMORIGINALDANIEL BERNARDON.pdfapplication/pdf4577812http://repositorio.ufsm.br/bitstream/1/3651/1/DANIEL%20BERNARDON.pdf6c3793307f7e9826ba9108e1a1ed59ebMD51TEXTDANIEL BERNARDON.pdf.txtDANIEL BERNARDON.pdf.txtExtracted texttext/plain338210http://repositorio.ufsm.br/bitstream/1/3651/2/DANIEL%20BERNARDON.pdf.txta8527cbb9005abea5b0efdcb61af6e78MD52THUMBNAILDANIEL BERNARDON.pdf.jpgDANIEL BERNARDON.pdf.jpgIM Thumbnailimage/jpeg4961http://repositorio.ufsm.br/bitstream/1/3651/3/DANIEL%20BERNARDON.pdf.jpg817a89eb30ad4a153beca2d8a1e18fb6MD531/36512023-01-02 11:52:24.932oai:repositorio.ufsm.br:1/3651Biblioteca Digital de Teses e Dissertaçõeshttps://repositorio.ufsm.br/ONGhttps://repositorio.ufsm.br/oai/requestatendimento.sib@ufsm.br||tedebc@gmail.comopendoar:2023-01-02T14:52:24Biblioteca Digital de Teses e Dissertações do UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.por.fl_str_mv Novos métodos para reconfiguração das redes de distribuição a partir de algoritmos de tomadas de decisão multicriteriais
dc.title.alternative.eng.fl_str_mv New methods for distribution networks reconfiguration starting from multiple criteria decision-making algorithms
title Novos métodos para reconfiguração das redes de distribuição a partir de algoritmos de tomadas de decisão multicriteriais
spellingShingle Novos métodos para reconfiguração das redes de distribuição a partir de algoritmos de tomadas de decisão multicriteriais
Bernardon, Daniel Pinheiro
Reconfiguração de redes de distribuição
Restabelecimento de energia
Análise multicriterial
Distribution networks reconfiguration
Power supply restoration
Multiple criteria decision-making
CNPQ::ENGENHARIAS::ENGENHARIA ELETRICA
title_short Novos métodos para reconfiguração das redes de distribuição a partir de algoritmos de tomadas de decisão multicriteriais
title_full Novos métodos para reconfiguração das redes de distribuição a partir de algoritmos de tomadas de decisão multicriteriais
title_fullStr Novos métodos para reconfiguração das redes de distribuição a partir de algoritmos de tomadas de decisão multicriteriais
title_full_unstemmed Novos métodos para reconfiguração das redes de distribuição a partir de algoritmos de tomadas de decisão multicriteriais
title_sort Novos métodos para reconfiguração das redes de distribuição a partir de algoritmos de tomadas de decisão multicriteriais
author Bernardon, Daniel Pinheiro
author_facet Bernardon, Daniel Pinheiro
author_role author
dc.contributor.advisor1.fl_str_mv Canha, Luciane Neves
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/6991878627141193
dc.contributor.referee1.fl_str_mv Abaide, Alzenira da Rosa
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/2427825596072142
dc.contributor.referee2.fl_str_mv Cardoso Junior, Ghendy
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/6284386218725402
dc.contributor.referee3.fl_str_mv Martinez, Manuel Luis Barreira
dc.contributor.referee3Lattes.fl_str_mv http://lattes.cnpq.br/7028813097050040
dc.contributor.referee4.fl_str_mv Popov, Vladimir Andreevitch
dc.contributor.referee4Lattes.fl_str_mv http://lattes.cnpq.br/2217596440987442
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/6004612278397270
dc.contributor.author.fl_str_mv Bernardon, Daniel Pinheiro
contributor_str_mv Canha, Luciane Neves
Abaide, Alzenira da Rosa
Cardoso Junior, Ghendy
Martinez, Manuel Luis Barreira
Popov, Vladimir Andreevitch
dc.subject.por.fl_str_mv Reconfiguração de redes de distribuição
Restabelecimento de energia
Análise multicriterial
topic Reconfiguração de redes de distribuição
Restabelecimento de energia
Análise multicriterial
Distribution networks reconfiguration
Power supply restoration
Multiple criteria decision-making
CNPQ::ENGENHARIAS::ENGENHARIA ELETRICA
dc.subject.eng.fl_str_mv Distribution networks reconfiguration
Power supply restoration
Multiple criteria decision-making
dc.subject.cnpq.fl_str_mv CNPQ::ENGENHARIAS::ENGENHARIA ELETRICA
description The electric networks reconfiguration has as purpose: to reduce the energy losses, to improve the voltage profile for the customers, to increase the reliability levels or to re-establish the energy supply in contingency situations. In spite of the complexity of this combinatorial problem of large dimensions, there is an effort of the researchers in the direction of efficient optimization methods, once the classic methods present difficulties for its resolution. The disadvantage of these methods is that a major part of researchers ignores the totality of formal information that is available in the power utilities. The efficient solution should also consider the knowledge and experience of power utilities professionals that can be accomplished starting from the development of Specialist Systems. For these reason, it becomes more recommended to consider algorithms that make possible the use of formal and informal analysis methods. This context motivated this thesis whose proposal is the development of new methods and software for distribution networks reconfiguration starting from multiple criteria decision-making methods, aiming at a more adequate processing of all available information in power utilities. To solve the approached problem, this paper uses the Bellman-Zadeh s method that was shown efficient in the solution of several problems of multiple criteria decision, besides allowing the analysis, at the same time, of quantitative and qualitative criteria. In general, the reconfiguration can not be solved in an efficient way without the analysis of the following problems: the appropriate modeling of the equipments and electrical loads; the creation of algorithm for representation of the electrical topology that allows fast changes in the electric configuration; calculations of the load flow; the definition of composition and presentation forms for the target functions and restrictions; the development of optimization methods and software to define the best electric configuration in normal operation state and in contingency situations. The proposed methodologies were customized according to the power utilities needs, helping the operators in the decision-making process. Besides that the algorithms meet the demand for fast processing of the efficient solutions, which is fundamental mainly in the re-establishment of energy supply during contingencies. Among the several advantages of the developed software in relation to the conventional softwares, the most important are: the representation of the electric topology considers only the information of the connections that really exist, dispensing the use of matrixes; integration with the electric load modeling systems for maximum demand as for load typical curves; the use of the initial data reliability to coordinate the tranformers load; application of multiple criteria optimization algorithms for distribution networks reconfiguration, in normal operational state and in contingency situations; composition of the target functions and restrictions considering quantitative and qualitative characteristics; evaluation of the impact of the reconfiguration in the power systems energy losses. As results, case studies are presented with real data from the power utilities, in order to prove the efficiency of the proposed methods.
publishDate 2007
dc.date.issued.fl_str_mv 2007-12-14
dc.date.accessioned.fl_str_mv 2017-05-19
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dc.identifier.citation.fl_str_mv BERNARDON, Daniel Pinheiro. New methods for distribution networks reconfiguration starting from multiple criteria decision-making algorithms. 2007. 229 f. Tese (Doutorado em Engenharia Elétrica) - Universidade Federal de Santa Maria, Santa Maria, 2007.
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identifier_str_mv BERNARDON, Daniel Pinheiro. New methods for distribution networks reconfiguration starting from multiple criteria decision-making algorithms. 2007. 229 f. Tese (Doutorado em Engenharia Elétrica) - Universidade Federal de Santa Maria, Santa Maria, 2007.
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