Modeling and analysis of dielectric materials by using gradient-descent optimization method

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dc.authoridAlagoz, Baris Baykant/0000-0001-5238-6433
dc.authoridHafiz, Alisoy/0000-0003-4374-9559
dc.authoridAlagoz, Serkan/0000-0003-2642-8462
dc.authoridKoseoglu, Murat/0000-0003-3774-1083
dc.authorwosidAlagoz, Baris Baykant/ABG-8526-2020
dc.authorwosidHafiz, Alisoy/ABA-7256-2020
dc.authorwosidAlagoz, Serkan/ABI-2130-2020
dc.authorwosidKoseoglu, Murat/ABG-8975-2020
dc.contributor.authorAlagoz, B. B.
dc.contributor.authorAlisoy, H. Z.
dc.contributor.authorKoseoglu, M.
dc.contributor.authorAlagoz, S.
dc.date.accessioned2024-08-04T20:42:50Z
dc.date.available2024-08-04T20:42:50Z
dc.date.issued2017
dc.departmentİnönü Üniversitesien_US
dc.description.abstractThis study presents a numerical method based on parallel RC equivalent circuit model fitting methodology for analysis and modeling of dielectric materials. The proposed method employs gradient-descent optimization method (GDOM) to estimate parallel RC equivalent circuit model from current waveforms by minimizing sum of squared difference (SSD) error. Estimation of parallel RC equivalent circuit parameters from measured current waveforms provides a useful tool for identification, simulation and analysis of dielectric materials. Moreover, applications of the proposed method for time and frequency analyses of dielectric materials are demonstrated numerically. Numerical simulations were presented to discuss efficiency of the proposed method for modeling, analysis and monitoring of insulator materials.en_US
dc.identifier.doi10.1142/S1793962317500143
dc.identifier.issn1793-9623
dc.identifier.issn1793-9615
dc.identifier.issue1en_US
dc.identifier.scopus2-s2.0-84997287921en_US
dc.identifier.scopusqualityQ4en_US
dc.identifier.urihttps://doi.org/10.1142/S1793962317500143
dc.identifier.urihttps://hdl.handle.net/11616/97599
dc.identifier.volume8en_US
dc.identifier.wosWOS:000393802700014en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherWorld Scientific Publ Co Pte Ltden_US
dc.relation.ispartofInternational Journal of Modeling Simulation and Scientific Computingen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectDielectric materialsen_US
dc.subjectinsulatorsen_US
dc.subjectnumerical analysisen_US
dc.subjectmodelingen_US
dc.titleModeling and analysis of dielectric materials by using gradient-descent optimization methoden_US
dc.typeArticleen_US

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