A Multi-Objective Distribution System Expansion Planning Incorporating Customer Choices on Reliability

dc.contributor.authorMazhari, Seyed Mahdi
dc.contributor.authorMonsef, Hassan
dc.contributor.authorRomero, Ruben [UNESP]
dc.contributor.institutionUniversity of Tehran
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.date.accessioned2018-12-11T16:57:31Z
dc.date.available2018-12-11T16:57:31Z
dc.date.issued2016-03-01
dc.description.abstractThis paper proposes a new multi-objective framework for primary distribution system planning (DSP). Further consideration is devoted to early DSP formulations in order to assess the risk imposed by probabilistic customer choices on reliability (CCOR). The CCOR is a buy/sell strategy that permits customers to pay the electricity price equiponderant to the reliability level provided by the distribution utility over the contract period. A Monte Carlo-based simulation is carried out to examine the effects of the probability of a customer's interest in adopting the CCOR on profit-at-risk. Furthermore, the DSP was conducted to simultaneously minimize both total planning cost and profit-at-risk. The resultant optimization problem is solved through the non-dominated sorting genetic algorithm (NSGA-II) accompanied by a fuzzy decision making method to select the best result among the obtained Pareto optimal set of solutions. The developed method is applied to an actual large-scale distribution system with about 140\thinspace000 customers, followed by a discussion on results.en
dc.description.affiliationSchool of Electrical Engineering Amirkabir University of Technology School of Electrical and Computer Engineering University of Tehran
dc.description.affiliationFaculdade de Engenharia de Ilha Solteira UNESP-universidade Estadual Paulista Departamento de Engenharia Elétrica
dc.description.affiliationUnespFaculdade de Engenharia de Ilha Solteira UNESP-universidade Estadual Paulista Departamento de Engenharia Elétrica
dc.format.extent1330-1340
dc.identifierhttp://dx.doi.org/10.1109/TPWRS.2015.2430278
dc.identifier.citationIEEE Transactions on Power Systems, v. 31, n. 2, p. 1330-1340, 2016.
dc.identifier.doi10.1109/TPWRS.2015.2430278
dc.identifier.file2-s2.0-84930442107.pdf
dc.identifier.issn0885-8950
dc.identifier.scopus2-s2.0-84930442107
dc.identifier.urihttp://hdl.handle.net/11449/171870
dc.language.isoeng
dc.relation.ispartofIEEE Transactions on Power Systems
dc.relation.ispartofsjr2,742
dc.rights.accessRightsAcesso aberto
dc.sourceScopus
dc.subjectCustomer choices on reliability (CCOR)
dc.subjectdistribution system planning (DSP)
dc.subjectMonte Carlo simulation
dc.subjectnon-dominated sorting genetic algorithm (NSGA-II)
dc.subjectpower system reliability
dc.subjectprofit-at-risk
dc.titleA Multi-Objective Distribution System Expansion Planning Incorporating Customer Choices on Reliabilityen
dc.typeArtigo
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