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Sensing Cloud Optimization applied to a non-convex constrained economical dispatch

dc.contributor.authorFonte, Pedro M
dc.contributor.authorMonteiro, Cláudio
dc.contributor.authorBarbosa, Fernando Pires Maciel
dc.date.accessioned2014-09-18T14:47:48Z
dc.date.available2014-09-18T14:47:48Z
dc.date.issued2013-11
dc.descriptionConferência: 39th Annual Conference of the IEEE Industrial-Electronics-Society (IECON) - NOV 10-14, 2013por
dc.description.abstractIn this paper it is intended to solve an Economical Dispatch (ED) problem with a new tool, named Sensing Cloud Optimization (SCO). It is a technique based on clouds of particles which allow a dynamic change in search space. It has appropriate heuristic characteristic to solve not convex, not differentiable and highly constrained optimisation problems. It is provided with a statistical analysis which determines the cloud's dimension with dynamic adjustments in search space in order to accelerate the convergence and to avoid to get trapped in local minima. Two case studies are presented in which SCO demonstrated good performances reaching lower cost values where compared with other techniques.por
dc.description.sponsorshipIEEE Ind Elect Soc; Inst Elect & Elect Engineers; Austrian Inst Technol; Vienna Univ Technolpor
dc.identifier.citationFONTE, P. M.; MONTEIRO, Cláudio; BARBOSA, F. P. Maciel - Sensing Cloud Optimization applied to a non-convex constrained economical dispatch. 39th Annual Conference of the IEEE Industrial-Electronics-Society (IECON). (2013), p. 2163-2168.por
dc.identifier.isbn978-1-4799-0224-8
dc.identifier.issn1553-572X
dc.identifier.urihttp://hdl.handle.net/10400.21/3821
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherIEEEpor
dc.relation.ispartofseriesIEEE Industrial Electronics Society;
dc.relation.publisherversionhttp://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6699466por
dc.subjectCloud of particlespor
dc.subjectOptimizationpor
dc.subjectEconomic Dispatchpor
dc.subjectOptimizationpor
dc.subjectNon-convex cost functionspor
dc.titleSensing Cloud Optimization applied to a non-convex constrained economical dispatchpor
dc.typejournal article
dspace.entity.typePublication
oaire.citation.conferencePlaceViennapor
oaire.citation.endPage2168por
oaire.citation.startPage2163por
oaire.citation.title39th Annual Conference of the IEEE Industrial-Electronics-Society (IECON)por
person.familyNameFonte
person.givenNamePedro M
person.identifier.ciencia-id4D17-2B29-38BB
person.identifier.orcid0000-0001-5858-203X
person.identifier.scopus-author-id8507639300
rcaap.rightsrestrictedAccesspor
rcaap.typearticlepor
relation.isAuthorOfPublication7da87fed-6d70-4191-b26a-d0fd64965d29
relation.isAuthorOfPublication.latestForDiscovery7da87fed-6d70-4191-b26a-d0fd64965d29

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