Amplitude and frequency detection of power system signals with chaotic distortions using independent component analysis

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dc.authorid0000-0002-4891-3963en_US
dc.contributor.authorUgur, M.
dc.contributor.authorCekli, S.
dc.contributor.authorUzunoglu, C. P.
dc.date.accessioned2024-07-12T21:46:18Z
dc.date.available2024-07-12T21:46:18Z
dc.date.issued2014en_US
dc.departmentMaltepe Üniversitesien_US
dc.description.abstractIn this paper independent component analysis (ICA) method for amplitude and frequency estimation of highly distorted power system signals is presented. In a power system the accuracy of amplitude and frequency detection is strictly related to distortion strength of the system signal. Distorted system signal may contain chaotic (ferroresonance) and non-chaotic (white, pulse, harmonic etc.) noise. In this study, chaotic distortions are used to contaminate system signal, which is the worst case scenario for a power system. The proposed method is employed to eliminate the noise and hence to improve the efficiency of the estimation. To simulate chaotic distortions Duffing Oscillator solutions are used. Computer simulations have been carried out for the performance analysis of the proposed method and the comparison of the results of the proposed method with the conventional filters are presented. (C) 2013 Elsevier B.V. All rights reserved.en_US
dc.identifier.doi10.1016/j.epsr.2013.10.019
dc.identifier.endpage49en_US
dc.identifier.issn0378-7796
dc.identifier.issn1873-2046
dc.identifier.scopus2-s2.0-84888372442en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage43en_US
dc.identifier.urihttps://dx.doi.org/10.1016/j.epsr.2013.10.019
dc.identifier.urihttps://hdl.handle.net/20.500.12415/7920
dc.identifier.volume108en_US
dc.identifier.wosWOS:000331509700004en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoenen_US
dc.publisherELSEVIER SCIENCE SAen_US
dc.relation.ispartofELECTRIC POWER SYSTEMS RESEARCHen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmzKY00781
dc.subjectFerroresonanceen_US
dc.subjectIndependent component analysisen_US
dc.subjectChaotic distortionsen_US
dc.titleAmplitude and frequency detection of power system signals with chaotic distortions using independent component analysisen_US
dc.typeArticle
dspace.entity.typePublication

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