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Intelligent electric vehicle heuristic for energy resource management using simulated annealing

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dc.contributor.authorSousa, Tiago
dc.contributor.authorPinto, Tiago
dc.contributor.authorMorais, H.
dc.contributor.authorVale, Zita
dc.date.accessioned2013-04-16T10:23:58Z
dc.date.available2013-04-16T10:23:58Z
dc.date.issued2012
dc.date.updated2013-04-12T09:19:24Z
dc.description.abstractThe smart grid concept appears as a suitable solution to guarantee the power system operation in the new electricity paradigm with electricity markets and integration of large amounts of Distributed Energy Resources (DERs). Virtual Power Player (VPP) will have a significant importance in the management of a smart grid. In the context of this new paradigm, Electric Vehicles (EVs) rise as a good available resource to be used as a DER by a VPP. This paper presents the application of the Simulated Annealing (SA) technique to solve the Energy Resource Management (ERM) of a VPP. It is also presented a new heuristic approach to intelligently handle the charge and discharge of the EVs. This heuristic process is incorporated in the SA technique, in order to improve the results of the ERM. The case study shows the results of the ERM for a 33-bus distribution network with three different EVs penetration levels, i. e., with 1000, 2000 and 3000 EVs. The results of the proposed adaptation of the SA technique are compared with a previous SA version and a deterministic technique.por
dc.identifierDOI 10.1109/ISGTEurope.2012.6465762
dc.identifier.isbn978-1-4673-2596-7
dc.identifier.isbn978-1-4673-2595-0
dc.identifier.issn2165-4816
dc.identifier.urihttp://hdl.handle.net/10400.22/1342
dc.language.isoengpor
dc.publisherIEEEpor
dc.relation.publisherversionhttp://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6465762por
dc.subjectEnergy resource managementpor
dc.subjectHeuristic approachpor
dc.subjectSimulated annealingpor
dc.subjectVehicle-to-Gridpor
dc.subjectVirtual power playerpor
dc.titleIntelligent electric vehicle heuristic for energy resource management using simulated annealingpor
dc.typeconference object
dspace.entity.typePublication
oaire.citation.conferencePlaceBerlimpor
oaire.citation.titleInnovative Smart Grid Technologies (ISGT Europe), 2012 3rd IEEE PES International Conference and Exhibition onpor
person.familyNamePinto
person.familyNameVale
person.givenNameTiago
person.givenNameZita
person.identifierR-000-T7J
person.identifier632184
person.identifier.ciencia-id2414-9B03-C4BB
person.identifier.ciencia-id721B-B0EB-7141
person.identifier.orcid0000-0001-8248-080X
person.identifier.orcid0000-0002-4560-9544
person.identifier.ridT-2245-2018
person.identifier.ridA-5824-2012
person.identifier.scopus-author-id35219107600
person.identifier.scopus-author-id7004115775
rcaap.rightsclosedAccesspor
rcaap.typeconferenceObjectpor
relation.isAuthorOfPublication8d58ddc0-1023-47c0-a005-129d412ce98d
relation.isAuthorOfPublicationff1df02d-0c0f-4db1-bf7d-78863a99420b
relation.isAuthorOfPublication.latestForDiscovery8d58ddc0-1023-47c0-a005-129d412ce98d

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