A robust algorithm based on a failure-sensitive matrix for fault diagnosis of power systems: an application on power transformers

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dc.contributor.authorBiçen, Yunus
dc.contributor.authorAras, Faruk
dc.date.accessioned2020-04-30T22:38:52Z
dc.date.available2020-04-30T22:38:52Z
dc.date.issued2015
dc.departmentDÜ, Düzce Meslek Yüksekokulu, Elektronik ve Otomasyon Bölümüen_US
dc.descriptionbicen, yunus/0000-0001-8712-2286en_US
dc.descriptionWOS: 000347838800020en_US
dc.description.abstractIn this paper, a robust algorithm for fault diagnosis of power system equipment based on a failure-sensitive matrix (FSM) is presented. The FSM is a dynamic matrix structure updated by multiple measurements (online) and test results (offline) on the systems. The algorithm uses many different artificial intelligence and expert system methods for adaptively detecting the location of faults, emerging failures, and causes of failures. In this algorithm, all data obtained from the power transformer, which have various nonlinear input and output parameters, are processed using the parallel matrix structure of the FSM to reach a global solution quickly. The parameters of a power transformer are used to verify the algorithm under 4 operating conditions simulated in the MATLAB-Simulink program. The obtained results show that the algorithm is convenient for determining incipient failures of a system that consists of multiple parameters.en_US
dc.description.sponsorshipKocaeli University within the framework of the Scientific Research Projects UnitKocaeli University [33/2010]en_US
dc.description.sponsorshipThe study was supported by Kocaeli University within the framework of the Scientific Research Projects Unit (Project No: 33/2010).en_US
dc.identifier.doi10.3906/elk-1301-24en_US
dc.identifier.endpage315en_US
dc.identifier.issn1300-0632
dc.identifier.issn1303-6203
dc.identifier.issue1en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage298en_US
dc.identifier.urihttps://doi.org/10.3906/elk-1301-24
dc.identifier.urihttps://hdl.handle.net/20.500.12684/2489
dc.identifier.volume23en_US
dc.identifier.wosWOS:000347838800020en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakTR-Dizinen_US
dc.language.isoenen_US
dc.publisherTubitak Scientific & Technical Research Council Turkeyen_US
dc.relation.ispartofTurkish Journal Of Electrical Engineering And Computer Sciencesen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectFailure-sensitive matrixen_US
dc.subjectfault diagnosisen_US
dc.subjectexpert systemen_US
dc.subjectmonitoringen_US
dc.subjecttransformeren_US
dc.titleA robust algorithm based on a failure-sensitive matrix for fault diagnosis of power systems: an application on power transformersen_US
dc.typeArticleen_US

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