A Search Space Reduction Strategy and a Mathematical Model for Multistage Transmission Expansion Planning with N-1 Security Constrains
Autor(a) principal: | |
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Data de Publicação: | 2014 |
Outros Autores: | , |
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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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 |
|
_version_ |
1808128672956153856 |