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Simulated annealing to handle energy and ancillary services jointmanagement considering electric vehicles

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dc.contributor.authorSousa, Tiago
dc.contributor.authorSoares, Tiago
dc.contributor.authorMorais, Hugo
dc.contributor.authorCastro, Rui
dc.contributor.authorVale, Zita
dc.date.accessioned2017-01-25T12:06:14Z
dc.date.embargo2117
dc.date.issued2016
dc.description.abstractThe massive use of distributed generation and electric vehicles will lead to a more complex managementof the power system, requiring new approaches to be used in the optimal resource scheduling field.Electric vehicles with vehicle-to-grid capability can be useful for the aggregator players in the mitigationof renewable sources intermittency and in the ancillary services procurement. In this paper, an energyand ancillary services joint management model is proposed. A simulated annealing approach is used tosolve the joint management for the following day, considering the minimization of the aggregator totaloperation costs. The case study considers a distribution network with 33-bus, 66 distributed generationand 2000 electric vehicles. The proposed simulated annealing is matched with a deterministic approachallowing an effective and efficient comparison. The simulated annealing presents a solution closer to theone obtained in the deterministic approach (1.03% error), yet representing 0.06% of the deterministicapproach CPU time performance.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.doi10.1016/j.epsr.2016.03.031pt_PT
dc.identifier.urihttp://hdl.handle.net/10400.22/9396
dc.language.isoengpt_PT
dc.publisherElsevierpt_PT
dc.relation.ispartofseriesElectric Power Systems Research;Vol. 136
dc.relation.publisherversionhttp://www.sciencedirect.com/science/article/pii/S0378779616300785pt_PT
dc.subjectAncillary servicespt_PT
dc.subjectElectric vehiclept_PT
dc.subjectOptimal resource schedulingpt_PT
dc.subjectSimulated annealingpt_PT
dc.subjectVirtual power playerpt_PT
dc.titleSimulated annealing to handle energy and ancillary services jointmanagement considering electric vehiclespt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage397pt_PT
oaire.citation.startPage383pt_PT
oaire.citation.titleElectric Power Systems Researchpt_PT
oaire.citation.volume136pt_PT
person.familyNameMorais
person.familyNameVale
person.givenNameHugo
person.givenNameZita
person.identifier80878
person.identifier632184
person.identifier.ciencia-id2010-D878-271B
person.identifier.ciencia-id721B-B0EB-7141
person.identifier.orcid0000-0001-5906-4744
person.identifier.orcid0000-0002-4560-9544
person.identifier.ridA-5824-2012
person.identifier.scopus-author-id21834170800
person.identifier.scopus-author-id7004115775
rcaap.rightsclosedAccesspt_PT
rcaap.typearticlept_PT
relation.isAuthorOfPublicationb159f8c9-5ee1-444e-b890-81242ee0738e
relation.isAuthorOfPublicationff1df02d-0c0f-4db1-bf7d-78863a99420b
relation.isAuthorOfPublication.latestForDiscoveryff1df02d-0c0f-4db1-bf7d-78863a99420b

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