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dc.contributor.authorKarakaya, Oktay
dc.contributor.authorBalcı, Murat Erhan
dc.contributor.authorHocaoğlu, Mehmet Hakan
dc.date.accessioned2024-08-12T11:04:29Z
dc.date.available2024-08-12T11:04:29Z
dc.date.issued2023en_US
dc.identifier.issn1996-1073
dc.identifier.urihttps://doi.org/10.3390/en16041789
dc.identifier.urihttps://hdl.handle.net/20.500.12462/14983
dc.descriptionKarakaya, Oktay (Balikesir Author)en_US
dc.description.abstractThe synchronous generators (SGs) supplying non-linear loads have harmonically distorted terminal voltages. Hence, these distorted terminal voltages adversely affect the performance parameters of the supplied loads such as the power factor, current distortion, losses, and efficiency. To mitigate the harmonic voltages and currents, passive and active filters are generally employed. However, passive filters cause resonance problems, while active filters can cause high costs. On the other hand, in several recent studies to reduce the SG’s terminal voltage harmonic distortion, which depends on the constructional design under the no-loading condition, the conventional DC excitation current has been modulated with AC harmonic components. These field current modulation methods have high computational complexity, and require extra hardware for their implementation. In the present paper, firstly, for the reduction of the terminal voltage harmonic distortion of the SG under non-linear loading conditions, the validity of the field current modulation technique is investigated. The numerical results show that by using the field current modulation method, under rated loading conditions, the total harmonic distortion of the terminal voltage can be reduced from 18% to 11%. Secondly, to provide a computational efficient and low-cost tool for optimal field current modulation, which minimizes the terminal voltage harmonic distortion, an Artificial Neural Network (ANN)-based model is proposed. Finally, with the integration of ANSYS Maxwell, ANSYS Simplorer, and MATLAB/Simulink software, the implementation of the developed model is demonstrated for the construction of the optimally modulated field current.en_US
dc.language.isoengen_US
dc.publisherMDPIen_US
dc.relation.isversionof10.3390/en16041789en_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/us/*
dc.subjectArtificial Neural Networksen_US
dc.subjectData Based On Finite Elementsen_US
dc.subjectExcitation Currenten_US
dc.subjectHarmonic Compensationen_US
dc.subjectHarmonic Distortionen_US
dc.subjectHarmonic Eliminationen_US
dc.subjectNon-Linear Loadingen_US
dc.subjectSynchronous Generatoren_US
dc.titleMinimization of voltage harmonic distortion of synchronous generators under non-linear loading via modulated field currenten_US
dc.typearticleen_US
dc.relation.journalEnergiesen_US
dc.contributor.departmentBigadiç Meslek Yüksekokuluen_US
dc.contributor.authorID0000-0003-3871-1724en_US
dc.contributor.authorID0000-0001-8418-8917en_US
dc.contributor.authorID0000-0001-6528-3812en_US
dc.identifier.volume16en_US
dc.identifier.issue4en_US
dc.identifier.startpage1en_US
dc.identifier.endpage17en_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US


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