Heuristic algorithm to solve the short term transmission network expansion planning
Main Author: | |
---|---|
Publication Date: | 2007 |
Other Authors: | , , , |
Format: | Conference object |
Language: | eng |
Source: | Repositório Institucional da UNESP |
Download full: | http://hdl.handle.net/11449/195888 |
Summary: | In this paper, a method for solving the short term transmission network expansion planning problem is presented. This is a very complex mixed integer nonlinear programming problem that presents a combinatorial explosion in the search space. In order to find a solution of excellent quality for this problem, a constructive heuristic algorithm is presented in this paper. In each step of the algorithm, a sensitivity index is used to add a circuit (transmission line or transformer) or a capacitor bank (fixed or variable) to the system. This sensitivity index is obtained solving the problem considering the numbers of circuits and capacitors banks to be added (relaxed problem), as continuous variables. The relaxed problem is a large and complex nonlinear programming and was solved through a higher order interior point method. The paper shows results of several tests that were performed using three well-known electric energy systems in order to show the possibility and the advantages of using the AC model. |
id |
UNSP_51c3ae9e50219b8d7d44891eceb4c86a |
---|---|
oai_identifier_str |
oai:repositorio.unesp.br:11449/195888 |
network_acronym_str |
UNSP |
network_name_str |
Repositório Institucional da UNESP |
repository_id_str |
2946 |
spelling |
Heuristic algorithm to solve the short term transmission network expansion planningtransmission network expansion planningAC modelconstructive heuristic algorithmsmixed integer nonlinear programmingIn this paper, a method for solving the short term transmission network expansion planning problem is presented. This is a very complex mixed integer nonlinear programming problem that presents a combinatorial explosion in the search space. In order to find a solution of excellent quality for this problem, a constructive heuristic algorithm is presented in this paper. In each step of the algorithm, a sensitivity index is used to add a circuit (transmission line or transformer) or a capacitor bank (fixed or variable) to the system. This sensitivity index is obtained solving the problem considering the numbers of circuits and capacitors banks to be added (relaxed problem), as continuous variables. The relaxed problem is a large and complex nonlinear programming and was solved through a higher order interior point method. The paper shows results of several tests that were performed using three well-known electric energy systems in order to show the possibility and the advantages of using the AC model.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Univ Estadual Campinas, Dept Elect Energy Syst, Campinas, SP, BrazilUniv Estadual Paulista, Dept Ilha Solteira, Elect Engn, Ilha Solteir, SP, BrazilUniv Estadual Paulista, Dept Ilha Solteira, Elect Engn, Ilha Solteir, SP, BrazilIeeeUniversidade Estadual de Campinas (UNICAMP)Universidade Estadual Paulista (Unesp)Rider, Marcos J.Gallego, Luis A. [UNESP]Romero, Ruben [UNESP]Garcia, Ariovaldo V.IEEE2020-12-10T18:06:53Z2020-12-10T18:06:53Z2007-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject651-+2007 Ieee Power Engineering Society General Meeting, Vols 1-10. New York: Ieee, p. 651-+, 2007.1932-5517http://hdl.handle.net/11449/195888WOS:000251345400124Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPeng2007 Ieee Power Engineering Society General Meeting, Vols 1-10info:eu-repo/semantics/openAccess2024-07-04T19:07:14Zoai:repositorio.unesp.br:11449/195888Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462025-03-28T14:36:33.765892Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Heuristic algorithm to solve the short term transmission network expansion planning |
title |
Heuristic algorithm to solve the short term transmission network expansion planning |
spellingShingle |
Heuristic algorithm to solve the short term transmission network expansion planning Rider, Marcos J. transmission network expansion planning AC model constructive heuristic algorithms mixed integer nonlinear programming |
title_short |
Heuristic algorithm to solve the short term transmission network expansion planning |
title_full |
Heuristic algorithm to solve the short term transmission network expansion planning |
title_fullStr |
Heuristic algorithm to solve the short term transmission network expansion planning |
title_full_unstemmed |
Heuristic algorithm to solve the short term transmission network expansion planning |
title_sort |
Heuristic algorithm to solve the short term transmission network expansion planning |
author |
Rider, Marcos J. |
author_facet |
Rider, Marcos J. Gallego, Luis A. [UNESP] Romero, Ruben [UNESP] Garcia, Ariovaldo V. IEEE |
author_role |
author |
author2 |
Gallego, Luis A. [UNESP] Romero, Ruben [UNESP] Garcia, Ariovaldo V. IEEE |
author2_role |
author author author author |
dc.contributor.none.fl_str_mv |
Universidade Estadual de Campinas (UNICAMP) Universidade Estadual Paulista (Unesp) |
dc.contributor.author.fl_str_mv |
Rider, Marcos J. Gallego, Luis A. [UNESP] Romero, Ruben [UNESP] Garcia, Ariovaldo V. IEEE |
dc.subject.por.fl_str_mv |
transmission network expansion planning AC model constructive heuristic algorithms mixed integer nonlinear programming |
topic |
transmission network expansion planning AC model constructive heuristic algorithms mixed integer nonlinear programming |
description |
In this paper, a method for solving the short term transmission network expansion planning problem is presented. This is a very complex mixed integer nonlinear programming problem that presents a combinatorial explosion in the search space. In order to find a solution of excellent quality for this problem, a constructive heuristic algorithm is presented in this paper. In each step of the algorithm, a sensitivity index is used to add a circuit (transmission line or transformer) or a capacitor bank (fixed or variable) to the system. This sensitivity index is obtained solving the problem considering the numbers of circuits and capacitors banks to be added (relaxed problem), as continuous variables. The relaxed problem is a large and complex nonlinear programming and was solved through a higher order interior point method. The paper shows results of several tests that were performed using three well-known electric energy systems in order to show the possibility and the advantages of using the AC model. |
publishDate |
2007 |
dc.date.none.fl_str_mv |
2007-01-01 2020-12-10T18:06:53Z 2020-12-10T18:06:53Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/conferenceObject |
format |
conferenceObject |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
2007 Ieee Power Engineering Society General Meeting, Vols 1-10. New York: Ieee, p. 651-+, 2007. 1932-5517 http://hdl.handle.net/11449/195888 WOS:000251345400124 |
identifier_str_mv |
2007 Ieee Power Engineering Society General Meeting, Vols 1-10. New York: Ieee, p. 651-+, 2007. 1932-5517 WOS:000251345400124 |
url |
http://hdl.handle.net/11449/195888 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
2007 Ieee Power Engineering Society General Meeting, Vols 1-10 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
651-+ |
dc.publisher.none.fl_str_mv |
Ieee |
publisher.none.fl_str_mv |
Ieee |
dc.source.none.fl_str_mv |
Web of Science 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 |
repositoriounesp@unesp.br |
_version_ |
1834483027615416320 |