Amplitude and frequency estimation of power system signals using independent component analysis [Bagimsiz bilesen analizi ile enerji sistemleri isaretlerinin genlik ve frekans kestirimi]

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dc.authorid0000-0002-8113-0514en_US
dc.contributor.authorUzunoglu, C.P.
dc.contributor.authorUgur, M.
dc.contributor.authorTuran, F.
dc.contributor.authorCekli, S.
dc.date.accessioned2024-07-12T21:59:58Z
dc.date.available2024-07-12T21:59:58Z
dc.date.issued2013en_US
dc.departmentMaltepe Üniversitesi, Rektörlüken_US
dc.description2013 21st Signal Processing and Communications Applications Conference, SIU 2013 -- 24 April 2013 through 26 April 2013 -- Haspolat -- 98109en_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. © 2013 IEEE.en_US
dc.identifier.doi10.1109/SIU.2013.6531307
dc.identifier.isbn9781467355629
dc.identifier.scopus2-s2.0-84880890399en_US
dc.identifier.urihttps://dx.doi.org/10.1109/SIU.2013.6531307
dc.identifier.urihttps://hdl.handle.net/20.500.12415/9022
dc.indekslendigikaynakScopus
dc.language.isotren_US
dc.relation.ispartof2013 21st Signal Processing and Communications Applications Conference, SIU 2013en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmzKY06481
dc.subjectAmplitude estimationen_US
dc.subjectFrequency estimationen_US
dc.subjectIndependent component analysisen_US
dc.subjectPower systemen_US
dc.titleAmplitude and frequency estimation of power system signals using independent component analysis [Bagimsiz bilesen analizi ile enerji sistemleri isaretlerinin genlik ve frekans kestirimi]en_US
dc.typeConference Object
dspace.entity.typePublication

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