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Multi-objective Parallel Particle Swarm Optimization for Day-ahead Vehicle-To-Grid Scheduling

2013-04Conference object Restricted access
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dc.contributor.authorSoares, João
dc.contributor.authorVale, Zita
dc.contributor.authorCanizes, Bruno
dc.contributor.authorMorais, Hugo
dc.date.accessioned2015-05-04T15:32:05Z
dc.date.available2015-05-04T15:32:05Z
dc.date.issued2013-04
dc.description.abstractThis paper presents a methodology for multi-objective day-ahead energy resource scheduling for smart grids considering intensive use of distributed generation and Vehicle- To-Grid (V2G). The main focus is the application of weighted Pareto to a multi-objective parallel particle swarm approach aiming to solve the dual-objective V2G scheduling: minimizing total operation costs and maximizing V2G income. A realistic mathematical formulation, considering the network constraints and V2G charging and discharging efficiencies is presented and parallel computing is applied to the Pareto weights. AC power flow calculation is included in the metaheuristics approach to allow taking into account the network constraints. A case study with a 33-bus distribution network and 1800 V2G resources is used to illustrate the performance of the proposed method.por
dc.identifier.doi10.1109/CIASG.2013.6611510
dc.identifier.urihttp://hdl.handle.net/10400.22/5898
dc.language.isoengpor
dc.publisherIEEEpor
dc.relation.ispartofseriesCIASG;2013
dc.relation.publisherversionhttp://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6611510&queryText%3DMulti-objective+parallel+particle+swarm+optimization+for+day-ahead+Vehicle-to-Grid+schedulingpor
dc.subjectMulti-objectivepor
dc.subjectPareto frontpor
dc.subjectParticle swarm optimizationpor
dc.subjectSchedulingpor
dc.subjectVehicle-to-gridpor
dc.titleMulti-objective Parallel Particle Swarm Optimization for Day-ahead Vehicle-To-Grid Schedulingpor
dc.typeconference object
dspace.entity.typePublication
oaire.citation.conferencePlaceSingaporepor
oaire.citation.endPage145por
oaire.citation.startPage138por
oaire.citation.titleCIASG 2013 - Computational Intelligence Applications in Smart Grid (CIASG) at the IEEE SSCI 2013 (IEEE Symposium Series on Computational Intelligence)por
person.familyNameSoares
person.familyNameVale
person.familyNameCanizes
person.familyNameMorais
person.givenNameJoão
person.givenNameZita
person.givenNameBruno
person.givenNameHugo
person.identifier1043580
person.identifier632184
person.identifier80878
person.identifier.ciencia-id1612-8EA8-D0E8
person.identifier.ciencia-id721B-B0EB-7141
person.identifier.ciencia-idA411-F561-E922
person.identifier.ciencia-id2010-D878-271B
person.identifier.orcid0000-0002-4172-4502
person.identifier.orcid0000-0002-4560-9544
person.identifier.orcid0000-0002-9808-5537
person.identifier.orcid0000-0001-5906-4744
person.identifier.ridA-5824-2012
person.identifier.ridI-3492-2017
person.identifier.scopus-author-id35436109600
person.identifier.scopus-author-id7004115775
person.identifier.scopus-author-id35408699300
person.identifier.scopus-author-id21834170800
rcaap.rightsclosedAccesspor
rcaap.typeconferenceObjectpor
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