Modeling and analysis of dielectric materials by using gradient-descent optimization method
Yükleniyor...
Dosyalar
Tarih
2017
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
World Scientific Publ Co Pte Ltd
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
This 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.
Açıklama
Anahtar Kelimeler
Dielectric materials, insulators, numerical analysis, modeling, Insulating Materials, Simulation, Systems, Field
Kaynak
International Journal of Modeling Simulation and Scientific Computing
WoS Q Değeri
N/A
Scopus Q Değeri
Q4
Cilt
8
Sayı
1
