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Comparison between deterministic and meta-heuristic methods applied to ancillary services dispatch

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dc.contributor.authorVale, Zita
dc.contributor.authorRamos, Carlos
dc.contributor.authorFaria, Pedro
dc.contributor.authorSoares, João
dc.contributor.authorCanizes, Bruno
dc.contributor.authorTeixeira, Joaquim
dc.contributor.authorKhodr, H. M.
dc.date.accessioned2013-05-13T14:27:52Z
dc.date.available2013-05-13T14:27:52Z
dc.date.issued2010
dc.date.updated2013-04-17T14:27:48Z
dc.description.abstractThis paper proposes two meta-heuristics (Genetic Algorithm and Evolutionary Particle Swarm Optimization) for solving a 15 bid-based case of Ancillary Services Dispatch in an Electricity Market. A Linear Programming approach is also included for comparison purposes. A test case based on the dispatch of Regulation Down, Regulation Up, Spinning Reserve and Non-Spinning Reserve services is used to demonstrate that the use of meta-heuristics is suitable for solving this kind of optimization problem. Faster execution times and lower computational resources requirements are the most relevant advantages of the used meta-heuristics when compared with the Linear Programming approach.por
dc.identifier.doi10.1007/978-3-642-13022-9_73pt_PT
dc.identifier.isbn978-3-642-13021-2
dc.identifier.isbn978-3-642-13022-9
dc.identifier.issn0302-9743
dc.identifier.urihttp://hdl.handle.net/10400.22/1562
dc.language.isoengpor
dc.publisherSpringer Berlin Heidelbergpor
dc.relation.ispartofseriesLecture Notes in Computer Science; Vol. 6096
dc.relation.publisherversionhttp://link.springer.com/chapter/10.1007/978-3-642-13022-9_73por
dc.subjectArtificial intelligence techniquespor
dc.subjectAncillary services dispatchpor
dc.subjectElectricity marketspor
dc.subjectEvolutionary particle swarm optimizationpor
dc.subjectGenetic algorithmpor
dc.subjectLinear programmingpor
dc.titleComparison between deterministic and meta-heuristic methods applied to ancillary services dispatchpor
dc.typebook part
dspace.entity.typePublication
oaire.citation.endPage741
oaire.citation.startPage731
oaire.citation.titleTrends in Applied Intelligent Systems - 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part Ipor
oaire.citation.volumeVol. 6096
person.familyNameVale
person.familyNameRamos
person.familyNameFaria
person.familyNameSoares
person.familyNameCanizes
person.givenNameZita
person.givenNameCarlos
person.givenNamePedro
person.givenNameJoão
person.givenNameBruno
person.identifier632184
person.identifier1043580
person.identifier.ciencia-id721B-B0EB-7141
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person.identifier.ciencia-idA411-F561-E922
person.identifier.orcid0000-0002-4560-9544
person.identifier.orcid0000-0002-5143-1711
person.identifier.orcid0000-0002-5982-8342
person.identifier.orcid0000-0002-4172-4502
person.identifier.orcid0000-0002-9808-5537
person.identifier.ridA-5824-2012
person.identifier.ridK-7403-2014
person.identifier.ridI-3492-2017
person.identifier.scopus-author-id7004115775
person.identifier.scopus-author-id7201559105
person.identifier.scopus-author-id35436109600
person.identifier.scopus-author-id35408699300
rcaap.rightsclosedAccesspor
rcaap.typebookPartpor
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