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Artificial Immune Systems Applied in Data Management Solutions to the Problem of Restoration of Electrical Distribution Systems

dc.contributor.authorCossi, Antonio Marcos [UNESP]
dc.contributor.authorMartins Lopes, Mara Lucia [UNESP]
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.date.accessioned2018-12-11T16:45:16Z
dc.date.available2018-12-11T16:45:16Z
dc.date.issued2016-09-01
dc.description.abstractThis paper proposes a method based on Artificial Immune Systems for data management solutions provided by a model used to train power grid and find possible solutions to the problem of restoration of electricity distribution systems. The method aims to manage the supply of recurring defects solutions in the power grid through information stored in a database; the network training for non-recurring defects and storage of data in the database; choosing solutions in the database to start the network training process in the search for new solutions. To train the network and find new solutions to the restoration problem, we use a model that has as one solution technique Tabu Search algorithm. To test the efficiency of the proposed method, we present results of tests and discussions carried out in a medium voltage distribution system.en
dc.description.affiliationUniversidade Estadual Paulista Júlio de Mesquita Filho (UNESP)
dc.description.affiliationUnespUniversidade Estadual Paulista Júlio de Mesquita Filho (UNESP)
dc.format.extent4028-4034
dc.identifierhttp://dx.doi.org/10.1109/TLA.2016.7785929
dc.identifier.citationIEEE Latin America Transactions, v. 14, n. 9, p. 4028-4034, 2016.
dc.identifier.doi10.1109/TLA.2016.7785929
dc.identifier.file2-s2.0-85007415941.pdf
dc.identifier.issn1548-0992
dc.identifier.scopus2-s2.0-85007415941
dc.identifier.urihttp://hdl.handle.net/11449/169299
dc.language.isopor
dc.relation.ispartofIEEE Latin America Transactions
dc.relation.ispartofsjr0,253
dc.rights.accessRightsAcesso aberto
dc.sourceScopus
dc.subjectartificial immune systems
dc.subjectData management
dc.subjectdistribution systems
dc.subjectrestoration
dc.titleArtificial Immune Systems Applied in Data Management Solutions to the Problem of Restoration of Electrical Distribution Systemsen
dc.typeArtigo
unesp.author.lattes0899728893178335[1]
unesp.author.orcid0000-0003-1005-6246[1]

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