Robust Multi-Stage Substation Expansion Planning Considering Stochastic Demand

dc.contributor.authorFranco, John F. [UNESP]
dc.contributor.authorRider, Marcos J.
dc.contributor.authorRomero, Ruben [UNESP]
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.contributor.institutionUniversidade Estadual de Campinas (UNICAMP)
dc.date.accessioned2018-11-26T16:32:50Z
dc.date.available2018-11-26T16:32:50Z
dc.date.issued2016-05-01
dc.description.abstractThis paper presents a novel mixed-integer secondorder cone programming model for the robust multi-stage substation expansion planning problem considering stochastic demand. The stochastic nature of the demands is considered through a robust model that uses chance constraints to guarantee that the substation capacity limits are satisfied within a given robustness probability. Furthermore, a multi-objective formulation that takes into account the total expected expansion planning cost and the robustness probability related to the violation of the substation capacity limits is proposed. The optimal solution of the proposed model is guaranteed by the convexity of the formulation, when classical optimization techniques are used in its solution. The results found (construction of new substations, reinforcement of existing substations, and service area of each substation) for two test systems demonstrate the efficiency and robustness of the proposed model. Additionally, Monte Carlo simulations were carried out in order to evaluate the extent to which the solutions found were able to satisfy the substation capacity limits.en
dc.description.affiliationUniv Estadual Paulista, UNESP, Fac Engn Ilha Solteira, Dept Engn Eletr, Ilha Solteira, SP, Brazil
dc.description.affiliationUniv Estadual Campinas, UNICAMP, Dept Syst & Energy, Campinas, SP, Brazil
dc.description.affiliationUnespUniv Estadual Paulista, UNESP, Fac Engn Ilha Solteira, Dept Engn Eletr, Ilha Solteira, SP, Brazil
dc.description.sponsorshipConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
dc.description.sponsorshipFEPISA
dc.description.sponsorshipFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
dc.description.sponsorshipIdFAPESP: 2012/01100-6
dc.format.extent2125-2134
dc.identifierhttp://dx.doi.org/10.1109/TPWRS.2015.2443175
dc.identifier.citationIeee Transactions On Power Systems. Piscataway: Ieee-inst Electrical Electronics Engineers Inc, v. 31, n. 3, p. 2125-2134, 2016.
dc.identifier.doi10.1109/TPWRS.2015.2443175
dc.identifier.fileWOS000375092200045.pdf
dc.identifier.issn0885-8950
dc.identifier.urihttp://hdl.handle.net/11449/161463
dc.identifier.wosWOS:000375092200045
dc.language.isoeng
dc.publisherIeee-inst Electrical Electronics Engineers Inc
dc.relation.ispartofIeee Transactions On Power Systems
dc.relation.ispartofsjr2,742
dc.rights.accessRightsAcesso aberto
dc.sourceWeb of Science
dc.subjectMathematical programming
dc.subjectmulti-stage substation expansion planning
dc.subjectrobust optimization
dc.subjectstochastic optimization
dc.titleRobust Multi-Stage Substation Expansion Planning Considering Stochastic Demanden
dc.typeArtigo
dcterms.licensehttp://www.ieee.org/publications_standards/publications/rights/rights_policies.html
dcterms.rightsHolderIeee-inst Electrical Electronics Engineers Inc
unesp.departmentEngenharia Elétrica - FEISpt

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