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

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dc.authorid0000-0003-3774-1083
dc.authorid0000-0003-2642-8462
dc.authorid0000-0003-4374-9559
dc.authorscopusid57221078940
dc.authorscopusid6506438268
dc.authorscopusid9943587100
dc.authorscopusid26667543300
dc.authorwosidKöseoğlu, Murat/ABG-8975-2020
dc.authorwosidAlagoz, Serkan/ABI-2130-2020
dc.authorwosidAlagoz, Baris Baykant/ABG-8526-2020
dc.authorwosidHafiz, Alisoy/ABA-7256-2020
dc.contributor.authorAlagöz, Barış Baykant
dc.contributor.authorAlisoy, Hafız
dc.contributor.authorKöseoğlu, M.
dc.contributor.authorAlagoz, S.
dc.date.accessioned2022-05-11T14:17:39Z
dc.date.available2022-05-11T14:17:39Z
dc.date.issued2017
dc.departmentFakülteler, Çorlu Mühendislik Fakültesi, Elektronik ve Haberleşme Mühendisliği Bölümü
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.
dc.identifier.doi10.1142/S1793962317500143
dc.identifier.issn1793-9623
dc.identifier.issn1793-9615
dc.identifier.issue1en_US
dc.identifier.scopus2-s2.0-84997287921
dc.identifier.scopusqualityQ4
dc.identifier.urihttps://doi.org/10.1142/S1793962317500143
dc.identifier.urihttps://hdl.handle.net/20.500.11776/6429
dc.identifier.volume8
dc.identifier.wosWOS:000393802700014
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorAlisoy, Hafız
dc.language.isoen
dc.publisherWorld Scientific Publ Co Pte Ltd
dc.relation.ispartofInternational Journal of Modeling Simulation and Scientific Computing
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectDielectric materials
dc.subjectinsulators
dc.subjectnumerical analysis
dc.subjectmodeling
dc.subjectInsulating Materials
dc.subjectSimulation
dc.subjectSystems
dc.subjectField
dc.titleModeling and analysis of dielectric materials by using gradient-descent optimization method
dc.typeArticle

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