Amplitude and Frequency Estimation of Power System Signals Using Independent Component Analysis

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dc.authorid0000-0002-8113-0514en_US
dc.contributor.authorUzunoglu, Cengiz Polat
dc.contributor.authorUgur, Mukden
dc.contributor.authorTuran, Faruk
dc.contributor.authorCekli, Serap
dc.date.accessioned2024-07-12T21:59:51Z
dc.date.available2024-07-12T21:59:51Z
dc.date.issued2013en_US
dc.departmentMaltepe Üniversitesi, Rektörlüken_US
dc.description21st Signal Processing and Communications Applications Conference (SIU) -- APR 24-26, 2013 -- CYPRUSen_US
dc.description.abstractIn this paper independent component analysis (ICA) method for amplitude and frequency estimation of distorted power system signals is proposed. In order to protect system and keep it in safe operation mode the amplitude and frequency estimation should be conducted accurately. Transient disturbances of the power system may reduce estimation performance due to the distortion strength. In this study white noise and pulse noise which are very common for power systems, are used to contaminate power system signal. Thus, the proposed method is employed to decompose noise from system signal and hence to improve the efficiency of the estimation. Computer simulations have been carried out for the performance analysis of the ICA method and the comparison of the results of the proposed method with the conventional filters are displayed by using mean square error (MSE) values.en_US
dc.identifier.isbn978-1-4673-5563-6; 978-1-4673-5562-9
dc.identifier.issn2165-0608
dc.identifier.urihttps://hdl.handle.net/20.500.12415/9003
dc.identifier.wosWOS:000325005300148en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Science
dc.language.isotren_US
dc.publisherIEEEen_US
dc.relation.ispartof2013 21ST SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU)en_US
dc.relation.isversionofSignal Processing and Communications Applications Conferenceen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmzKY06051
dc.subjectindependent component analysisen_US
dc.subjectpower systemen_US
dc.subjectfrequency estimationen_US
dc.subjectamplitude estimationen_US
dc.titleAmplitude and Frequency Estimation of Power System Signals Using Independent Component Analysisen_US
dc.typeConference Object
dspace.entity.typePublication

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