Sine Cosine Algorithm Approaches for Directly Estimation of Power System Harmonics Interharmonics Parameters

ArticleAçık Erişim

Özet

In order to maintain the power quality, parameters of harmonic and sub-inter-harmonic components in the signal must be estimated accurately with less computational complexity. In power systems, the value of fundamental frequency changes between 49.5Hz and 50.5Hz and this situation causes the frequency of other harmonic components to change. In order to make efficient amplitude and phase estimation, initially, frequencies must be estimated properly. In this study, the Sine Cosine Algorithm is applied for the estimation of harmonics and sub-inter-harmonics parameters in the power systems. Unlike other optimization-based methods in the literature, it is assumed that the frequencies of the harmonic and sub-inter-harmonic components in the signal are not known. The proposed algorithm has been tested on synthetic signals at different noisy environment. Given the results obtained, SCA can predict the frequencies, amplitudes, and phases of harmonics and sub-inter-harmonics with less than 5% error, which is the maximum error limit specified by the standard, and proposed algorithm estimates the actual parameters with a low error rate even in noisy environments. In addition, SCA has a better convergence performance index than optimization algorithms used in studies in the literature assuming that frequency is known. Performance of the proposed algorithm is also tested on the data obtained from electrical transmission system. SCA estimates the frequencies of harmonics with almost no error, and the amplitude and phase estimation values of each harmonic are in corroboration with the results obtained by the DFT method. © 2013 IEEE.

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RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/ebyu/13324Resmi atıflarda kullanılan kalıcı adres
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https://doi.org/10.1109/access.2021.3081037Yayıncı resmi DOI adresi
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AlanDeğerDil
dc.contributor.authorAltintasi, Cagri
dc.date.accessioned2026-10-18T20:28:09.940209261Z
dc.date.available2026-10-18T20:28:09.940209261Z
dc.date.issued2021
dc.description.abstractIn order to maintain the power quality, parameters of harmonic and sub-inter-harmonic components in the signal must be estimated accurately with less computational complexity. In power systems, the value of fundamental frequency changes between 49.5Hz and 50.5Hz and this situation causes the frequency of other harmonic components to change. In order to make efficient amplitude and phase estimation, initially, frequencies must be estimated properly. In this study, the Sine Cosine Algorithm is applied for the estimation of harmonics and sub-inter-harmonics parameters in the power systems. Unlike other optimization-based methods in the literature, it is assumed that the frequencies of the harmonic and sub-inter-harmonic components in the signal are not known. The proposed algorithm has been tested on synthetic signals at different noisy environment. Given the results obtained, SCA can predict the frequencies, amplitudes, and phases of harmonics and sub-inter-harmonics with less than 5% error, which is the maximum error limit specified by the standard, and proposed algorithm estimates the actual parameters with a low error rate even in noisy environments. In addition, SCA has a better convergence performance index than optimization algorithms used in studies in the literature assuming that frequency is known. Performance of the proposed algorithm is also tested on the data obtained from electrical transmission system. SCA estimates the frequencies of harmonics with almost no error, and the amplitude and phase estimation values of each harmonic are in corroboration with the results obtained by the DFT method. © 2013 IEEE.
dc.identifier.doi10.1109/access.2021.3081037
dc.identifier.endpage73181
dc.identifier.issn2169-3536
dc.identifier.scopus2-s2.0-85106755496
dc.identifier.startpage73169
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/ebyu/13324
dc.identifier.volume9
dc.identifier.wosWOS:000673504300001
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartofIEEE Access
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectHarmonic
dc.subjectharmonic estimation
dc.subjectsine cosine algorithm
dc.subjectElectric power transmission
dc.subjectErrors
dc.subjectFrequency estimation
dc.subjectAmplitude and phase estimations
dc.subjectConvergence performance
dc.subjectElectrical transmission system
dc.subjectFundamental frequencies
dc.subjectOptimization algorithms
dc.subjectOptimization based methods
dc.subjectPower system harmonics
dc.subjectSine-cosine algorithm
dc.subjectHarmonic analysis
dc.titleSine Cosine Algorithm Approaches for Directly Estimation of Power System Harmonics Interharmonics Parameters
dc.typeArticle
dspace.entity.typePublication
rdl.citation.scopus14
rdl.citation.wos11
rdl.oa.statusgold
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)