A Search Space Reduction Strategy and a Mathematical Model for Multistage Transmission Expansion Planning with N-1 Security Constrains

Detalhes bibliográficos
Autor(a) principal: da Silva, Emivan F.
Data de Publicação: 2014
Outros Autores: Rahmani, Mohsen, Rider, Marcos J. [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1007/s40313-014-0154-2
http://hdl.handle.net/11449/167746
Resumo: This paper proposes a linear disjunctive model to solve a multistage transmission expansion planning problem (MTEP) considering N - 1 security constraints. The use of a disjunctive linear model guarantees finding the optimum solution of the problems using existing classical optimization methods. For large-scale systems, when finding the optimum or even high-quality solutions of the MTEP problem is not possible in polynomial time, a search space reduction methodology (SSRM) is proposed. By using SSRM, it is possible to obtain very high-quality solutions or in most cases the optimum solution of the MTEP problem. The N - 1 security constraint indicates that the transmission system must be expanded in such a way that, despite the outage of a system line (a pre-defined set of contingencies), the system continues to operate properly. The model was implemented using a modelling language for mathematical programming (AMPL) and solved using the CPLEX, which is a commercial solver. The IEEE 24-bus, Colombian 93-bus, and Bolivian 57-bus systems are used to evaluate and show the performance of the proposed mathematical model and the search space reduction strategy.
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spelling A Search Space Reduction Strategy and a Mathematical Model for Multistage Transmission Expansion Planning with N-1 Security ConstrainsDisjunctive linear modelN-1 security constraintsSearch space reduction methodologyTransmission network expansion planningThis paper proposes a linear disjunctive model to solve a multistage transmission expansion planning problem (MTEP) considering N - 1 security constraints. The use of a disjunctive linear model guarantees finding the optimum solution of the problems using existing classical optimization methods. For large-scale systems, when finding the optimum or even high-quality solutions of the MTEP problem is not possible in polynomial time, a search space reduction methodology (SSRM) is proposed. By using SSRM, it is possible to obtain very high-quality solutions or in most cases the optimum solution of the MTEP problem. The N - 1 security constraint indicates that the transmission system must be expanded in such a way that, despite the outage of a system line (a pre-defined set of contingencies), the system continues to operate properly. The model was implemented using a modelling language for mathematical programming (AMPL) and solved using the CPLEX, which is a commercial solver. The IEEE 24-bus, Colombian 93-bus, and Bolivian 57-bus systems are used to evaluate and show the performance of the proposed mathematical model and the search space reduction strategy.Departamento de Matemática, Universidade do Estado de Mato Grosso (UNEMAT)Electrical and Computer Engineering Department, Carnegie Mellon UniversityDepartamento de Engenharia Elétrica, Universidade Estadual Paulista “Júlio de Mesquita Filho” (UNESP)Departamento de Engenharia Elétrica, Universidade Estadual Paulista “Júlio de Mesquita Filho” (UNESP)Electrical and Computer Engineering Department, Carnegie Mellon UniversityUniversidade Estadual Paulista (Unesp)da Silva, Emivan F.Rahmani, MohsenRider, Marcos J. [UNESP]2018-12-11T16:38:10Z2018-12-11T16:38:10Z2014-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article57-67application/pdfhttp://dx.doi.org/10.1007/s40313-014-0154-2Journal of Control, Automation and Electrical Systems, v. 26, n. 1, p. 57-67, 2014.2195-38992195-3880http://hdl.handle.net/11449/16774610.1007/s40313-014-0154-22-s2.0-849212936242-s2.0-84921293624.pdfScopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengJournal of Control, Automation and Electrical Systems0,2740,274info:eu-repo/semantics/openAccess2023-11-01T06:07:18Zoai:repositorio.unesp.br:11449/167746Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T16:34:31.368065Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv A Search Space Reduction Strategy and a Mathematical Model for Multistage Transmission Expansion Planning with N-1 Security Constrains
title A Search Space Reduction Strategy and a Mathematical Model for Multistage Transmission Expansion Planning with N-1 Security Constrains
spellingShingle A Search Space Reduction Strategy and a Mathematical Model for Multistage Transmission Expansion Planning with N-1 Security Constrains
da Silva, Emivan F.
Disjunctive linear model
N-1 security constraints
Search space reduction methodology
Transmission network expansion planning
title_short A Search Space Reduction Strategy and a Mathematical Model for Multistage Transmission Expansion Planning with N-1 Security Constrains
title_full A Search Space Reduction Strategy and a Mathematical Model for Multistage Transmission Expansion Planning with N-1 Security Constrains
title_fullStr A Search Space Reduction Strategy and a Mathematical Model for Multistage Transmission Expansion Planning with N-1 Security Constrains
title_full_unstemmed A Search Space Reduction Strategy and a Mathematical Model for Multistage Transmission Expansion Planning with N-1 Security Constrains
title_sort A Search Space Reduction Strategy and a Mathematical Model for Multistage Transmission Expansion Planning with N-1 Security Constrains
author da Silva, Emivan F.
author_facet da Silva, Emivan F.
Rahmani, Mohsen
Rider, Marcos J. [UNESP]
author_role author
author2 Rahmani, Mohsen
Rider, Marcos J. [UNESP]
author2_role author
author
dc.contributor.none.fl_str_mv Electrical and Computer Engineering Department, Carnegie Mellon University
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv da Silva, Emivan F.
Rahmani, Mohsen
Rider, Marcos J. [UNESP]
dc.subject.por.fl_str_mv Disjunctive linear model
N-1 security constraints
Search space reduction methodology
Transmission network expansion planning
topic Disjunctive linear model
N-1 security constraints
Search space reduction methodology
Transmission network expansion planning
description This paper proposes a linear disjunctive model to solve a multistage transmission expansion planning problem (MTEP) considering N - 1 security constraints. The use of a disjunctive linear model guarantees finding the optimum solution of the problems using existing classical optimization methods. For large-scale systems, when finding the optimum or even high-quality solutions of the MTEP problem is not possible in polynomial time, a search space reduction methodology (SSRM) is proposed. By using SSRM, it is possible to obtain very high-quality solutions or in most cases the optimum solution of the MTEP problem. The N - 1 security constraint indicates that the transmission system must be expanded in such a way that, despite the outage of a system line (a pre-defined set of contingencies), the system continues to operate properly. The model was implemented using a modelling language for mathematical programming (AMPL) and solved using the CPLEX, which is a commercial solver. The IEEE 24-bus, Colombian 93-bus, and Bolivian 57-bus systems are used to evaluate and show the performance of the proposed mathematical model and the search space reduction strategy.
publishDate 2014
dc.date.none.fl_str_mv 2014-01-01
2018-12-11T16:38:10Z
2018-12-11T16:38:10Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1007/s40313-014-0154-2
Journal of Control, Automation and Electrical Systems, v. 26, n. 1, p. 57-67, 2014.
2195-3899
2195-3880
http://hdl.handle.net/11449/167746
10.1007/s40313-014-0154-2
2-s2.0-84921293624
2-s2.0-84921293624.pdf
url http://dx.doi.org/10.1007/s40313-014-0154-2
http://hdl.handle.net/11449/167746
identifier_str_mv Journal of Control, Automation and Electrical Systems, v. 26, n. 1, p. 57-67, 2014.
2195-3899
2195-3880
10.1007/s40313-014-0154-2
2-s2.0-84921293624
2-s2.0-84921293624.pdf
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Journal of Control, Automation and Electrical Systems
0,274
0,274
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 57-67
application/pdf
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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