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 for circuit electrothermal modelling are discussed.