Neural Network for Electrothermal Circuit Model of SiC Power MOSFET

This paper presents electrothermal circuit model of SiC power MOSFET. The model is calibrated automatically by artificial neural network (NN). Appropriate setting and properties for NN training is described. Very high accuracy of the proposed model is observed. The advantages and limitations of NN f...

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Bibliographic Details
Main Authors: Chvala, A., Cernaj, L., Marek, J., Pribytny, P., Kozarik, J., Donoval, D.
Format: Conference Proceeding
Language:English
Subjects:
Artificial neural networks
Calibration
Integrated circuit modeling
MOSFET
Semiconductor device modeling
Silicon carbide
Training
Online Access:Request full text
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Description
Summary:This paper presents electrothermal circuit model of SiC power MOSFET. The model is calibrated automatically by artificial neural network (NN). Appropriate setting and properties for NN training is described. Very high accuracy of the proposed model is observed. The advantages and limitations of NN for circuit electrothermal modelling are discussed.
ISSN:2474-9737
DOI:10.1109/ASDAM50306.2020.9393854