Please use this identifier to cite or link to this item: https://hdl.handle.net/11499/7175
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dc.contributor.authorCaner, M.-
dc.contributor.authorUmurkan, N.-
dc.contributor.authorTokat, Sezai-
dc.contributor.authorÜstün, S.V.-
dc.date.accessioned2019-08-16T12:17:08Z
dc.date.available2019-08-16T12:17:08Z
dc.date.issued2008-
dc.identifier.issn0957-4174-
dc.identifier.urihttps://hdl.handle.net/11499/7175-
dc.identifier.urihttps://doi.org/10.1016/j.eswa.2007.05.038-
dc.description.abstractThis paper represents an artificial neural network (ANN) backpropagation algorithm is used to choose best coefficients of hierarchical fuzzy power system stabilizer (HFPSS). PSS is used for stability enhancement of a single machine infinite bus (SMIB) power system. ANN algorithm is used to predict load condition of the power system. And according to the predicted load condition ANN determinates choosing optimal parameters of the hierarchical fuzzy controller (HFC) to achieve better performance. Simulation results are compared with conventional PSS (CPSS) to show the effectiveness of the proposed controller. Also quantitative criterias of measuring performance is computed for 16 loading conditions. © 2007 Elsevier Ltd. All rights reserved.en_US
dc.language.isoenen_US
dc.relation.ispartofExpert Systems with Applicationsen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectExcitation controlen_US
dc.subjectHierarchical fuzzy controlen_US
dc.subjectPower system stabilizeren_US
dc.subjectBackpropagation algorithmsen_US
dc.subjectComputer simulationen_US
dc.subjectFuzzy controlen_US
dc.subjectNeural networksen_US
dc.subjectParameter estimationen_US
dc.subjectPower system stabilizersen_US
dc.subjectQuantitative criteriasen_US
dc.subjectElectric loadsen_US
dc.titleDetermination of optimal hierarchical fuzzy controller parameters according to loading condition with ANNen_US
dc.typeArticleen_US
dc.identifier.volume34en_US
dc.identifier.issue4en_US
dc.identifier.startpage2650
dc.identifier.startpage2650en_US
dc.identifier.endpage2655en_US
dc.authorid0000-0003-0193-8220-
dc.identifier.doi10.1016/j.eswa.2007.05.038-
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.identifier.scopus2-s2.0-38649095912en_US
dc.identifier.wosWOS:000253521900041en_US
dc.identifier.scopusqualityQ1-
dc.ownerPamukkale University-
item.languageiso639-1en-
item.openairetypeArticle-
item.grantfulltextnone-
item.cerifentitytypePublications-
item.fulltextNo Fulltext-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
crisitem.author.dept10.10. Computer Engineering-
Appears in Collections:Mühendislik Fakültesi Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection
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