Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/52070
DC FieldValueLanguage
dc.contributor.authorEvora, Joseen_US
dc.contributor.authorHernández Cabrera, José Juanen_US
dc.contributor.authorHernandez, Marioen_US
dc.contributor.authorDzemyda, Gintautasen_US
dc.contributor.authorKurasova, Olgaen_US
dc.contributor.authorKremers, Enriqueen_US
dc.date.accessioned2018-11-25T17:12:54Z-
dc.date.available2018-11-25T17:12:54Z-
dc.date.issued2015en_US
dc.identifier.issn0868-4952en_US
dc.identifier.urihttp://hdl.handle.net/10553/52070-
dc.description.abstractA secure and high-quality operation of power grids requires frequency to be managed to keep it stable around a reference value. The deviation of the frequency from this reference value is caused by the imbalance between the active power produced and consumed. In the Smart Grid paradigm, the balance can be achieved by adjusting the demand to the production constraints, instead of the other way round. In this paper, an swarm intelligence-based approach for frequency management is proposed. It is grounded on the idea that a swarm is composed of decentralised individual agents (particles) and that each of them interacts with other ones via a shared environment. Three swarm intelligence-based policies ensure a decentralised frequency management in the smart power grid, where agents of swarm are making decisions and acting on the demand side. Policies differ in behaviour function of agents. Finally, these policies are evaluated and compared using indicators that point out their advantages.en_US
dc.languageengen_US
dc.relationFramework Para la Simulación de la Gestión de Mercado y Técnica de Redes Eléctricas Insulares Basado en Agentes Inteligentes. Caso de la Red Eléctrica de Gran Canaria.en_US
dc.relation.ispartofInformaticaen_US
dc.sourceInformatica (Netherlands) [ISSN 0868-4952], v. 26 (3), p. 419-434en_US
dc.subject120304 Inteligencia artificialen_US
dc.subject.otherSwarm intelligenceen_US
dc.subject.otherMulti-agent systemen_US
dc.subject.otherBehaviour functionen_US
dc.subject.otherEnergy systemen_US
dc.subject.otherDemand side managementen_US
dc.subject.otherSmart griden_US
dc.subject.otherFrequency managementen_US
dc.subject.otherResilienceen_US
dc.titleSwarm intelligence for frequency management in smart gridsen_US
dc.typeinfo:eu-repo/semantics/Articleen_US
dc.typeArticleen_US
dc.identifier.doi10.15388/Informatica.2015.56en_US
dc.identifier.scopus84951858041-
dc.identifier.isi000363225700004-
dc.contributor.authorscopusid55765472900-
dc.contributor.authorscopusid56109424300-
dc.contributor.authorscopusid7401972145-
dc.contributor.authorscopusid57212239402-
dc.contributor.authorscopusid6603800874-
dc.contributor.authorscopusid55965465300-
dc.contributor.authorscopusid36141961500-
dc.description.lastpage434en_US
dc.identifier.issue3-
dc.description.firstpage419en_US
dc.relation.volume26en_US
dc.investigacionIngeniería y Arquitecturaen_US
dc.type2Artículoen_US
dc.contributor.daisngid4682726-
dc.contributor.daisngid3554947-
dc.contributor.daisngid21915345-
dc.contributor.daisngid561964-
dc.contributor.daisngid1088650-
dc.contributor.daisngid1870330-
dc.utils.revisionen_US
dc.contributor.wosstandardWOS:Evora, J-
dc.contributor.wosstandardWOS:Hernandez, JJ-
dc.contributor.wosstandardWOS:Hernandez, M-
dc.contributor.wosstandardWOS:Dzemyda, G-
dc.contributor.wosstandardWOS:Kurasova, O-
dc.contributor.wosstandardWOS:Kremers, E-
dc.date.coverdateDiciembre 2015en_US
dc.identifier.ulpgcen_US
dc.description.sjr0,463
dc.description.jcr1,386
dc.description.sjrqQ1
dc.description.jcrqQ1
item.grantfulltextopen-
item.fulltextCon texto completo-
crisitem.author.deptSIANI: Inteligencia Artificial, Redes Neuronales, Aprendizaje Automático e Ingeniería de Datos-
crisitem.author.deptIU Sistemas Inteligentes y Aplicaciones Numéricas-
crisitem.author.deptDepartamento de Informática y Sistemas-
crisitem.author.orcid0000-0002-5305-1667-
crisitem.author.orcid0000-0001-9717-8048-
crisitem.author.parentorgIU Sistemas Inteligentes y Aplicaciones Numéricas-
crisitem.author.fullNameHernández Brito, José Joaquín-
crisitem.author.fullNameHernández Tejera, Francisco Mario-
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