Heuristic for solving capacitor allocation problems in electric energy radial distribution networks

Detalhes bibliográficos
Autor(a) principal: Biagio,Maria A.
Data de Publicação: 2012
Outros Autores: Coelho,Marco A., Franco,Pablo E. Cuervo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Pesquisa operacional (Online)
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382012000100008
Resumo: The goal of the capacitor allocation problem in radial distribution networks is to minimize technical losses with consequential positive impacts on economic and environmental areas. The main objective is to define the size and location of the capacitors while considering load variations in a given horizon. The mathematical formulation for this planning problem is given by an integer nonlinear mathematical programming model that demands great computational effort to be solved. With the goal of solving this problem, this paper proposes a methodology that is composed of heuristics and Tabu Search procedures. The methodology presented explores network system characteristics of the network system reactive loads for identifying regions where procedures of local and intensive searches should be performed. A description of the proposed methodology and an analysis of computational results obtained which are based on several test systems including actual systems are presented. The solutions reached are as good as or better than those indicated by well referenced methodologies. The technique proposed is simple in its use and does not require calibrating an excessive amount of parameters, making it an attractive alternative for companies involved in the planning of radial distribution networks.
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spelling Heuristic for solving capacitor allocation problems in electric energy radial distribution networkscapacitor allocationtechnical lossesdistribution networks of electric energyThe goal of the capacitor allocation problem in radial distribution networks is to minimize technical losses with consequential positive impacts on economic and environmental areas. The main objective is to define the size and location of the capacitors while considering load variations in a given horizon. The mathematical formulation for this planning problem is given by an integer nonlinear mathematical programming model that demands great computational effort to be solved. With the goal of solving this problem, this paper proposes a methodology that is composed of heuristics and Tabu Search procedures. The methodology presented explores network system characteristics of the network system reactive loads for identifying regions where procedures of local and intensive searches should be performed. A description of the proposed methodology and an analysis of computational results obtained which are based on several test systems including actual systems are presented. The solutions reached are as good as or better than those indicated by well referenced methodologies. The technique proposed is simple in its use and does not require calibrating an excessive amount of parameters, making it an attractive alternative for companies involved in the planning of radial distribution networks.Sociedade Brasileira de Pesquisa Operacional2012-04-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382012000100008Pesquisa Operacional v.32 n.1 2012reponame:Pesquisa operacional (Online)instname:Sociedade Brasileira de Pesquisa Operacional (SOBRAPO)instacron:SOBRAPO10.1590/S0101-74382012005000010info:eu-repo/semantics/openAccessBiagio,Maria A.Coelho,Marco A.Franco,Pablo E. Cuervoeng2012-05-02T00:00:00Zoai:scielo:S0101-74382012000100008Revistahttp://www.scielo.br/popehttps://old.scielo.br/oai/scielo-oai.php||sobrapo@sobrapo.org.br1678-51420101-7438opendoar:2012-05-02T00:00Pesquisa operacional (Online) - Sociedade Brasileira de Pesquisa Operacional (SOBRAPO)false
dc.title.none.fl_str_mv Heuristic for solving capacitor allocation problems in electric energy radial distribution networks
title Heuristic for solving capacitor allocation problems in electric energy radial distribution networks
spellingShingle Heuristic for solving capacitor allocation problems in electric energy radial distribution networks
Biagio,Maria A.
capacitor allocation
technical losses
distribution networks of electric energy
title_short Heuristic for solving capacitor allocation problems in electric energy radial distribution networks
title_full Heuristic for solving capacitor allocation problems in electric energy radial distribution networks
title_fullStr Heuristic for solving capacitor allocation problems in electric energy radial distribution networks
title_full_unstemmed Heuristic for solving capacitor allocation problems in electric energy radial distribution networks
title_sort Heuristic for solving capacitor allocation problems in electric energy radial distribution networks
author Biagio,Maria A.
author_facet Biagio,Maria A.
Coelho,Marco A.
Franco,Pablo E. Cuervo
author_role author
author2 Coelho,Marco A.
Franco,Pablo E. Cuervo
author2_role author
author
dc.contributor.author.fl_str_mv Biagio,Maria A.
Coelho,Marco A.
Franco,Pablo E. Cuervo
dc.subject.por.fl_str_mv capacitor allocation
technical losses
distribution networks of electric energy
topic capacitor allocation
technical losses
distribution networks of electric energy
description The goal of the capacitor allocation problem in radial distribution networks is to minimize technical losses with consequential positive impacts on economic and environmental areas. The main objective is to define the size and location of the capacitors while considering load variations in a given horizon. The mathematical formulation for this planning problem is given by an integer nonlinear mathematical programming model that demands great computational effort to be solved. With the goal of solving this problem, this paper proposes a methodology that is composed of heuristics and Tabu Search procedures. The methodology presented explores network system characteristics of the network system reactive loads for identifying regions where procedures of local and intensive searches should be performed. A description of the proposed methodology and an analysis of computational results obtained which are based on several test systems including actual systems are presented. The solutions reached are as good as or better than those indicated by well referenced methodologies. The technique proposed is simple in its use and does not require calibrating an excessive amount of parameters, making it an attractive alternative for companies involved in the planning of radial distribution networks.
publishDate 2012
dc.date.none.fl_str_mv 2012-04-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382012000100008
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382012000100008
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/S0101-74382012005000010
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Sociedade Brasileira de Pesquisa Operacional
publisher.none.fl_str_mv Sociedade Brasileira de Pesquisa Operacional
dc.source.none.fl_str_mv Pesquisa Operacional v.32 n.1 2012
reponame:Pesquisa operacional (Online)
instname:Sociedade Brasileira de Pesquisa Operacional (SOBRAPO)
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instname_str Sociedade Brasileira de Pesquisa Operacional (SOBRAPO)
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institution SOBRAPO
reponame_str Pesquisa operacional (Online)
collection Pesquisa operacional (Online)
repository.name.fl_str_mv Pesquisa operacional (Online) - Sociedade Brasileira de Pesquisa Operacional (SOBRAPO)
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