Estimate Parameters of Induction Motor Using ANN and GA Algorithm


Tran T.C., Brandstetter P., Duy V.H., Dong C., Tran C.D., Ho S.D.

Source title

Lecture Notes in Electrical Engineering

Publication year


This paper presents methods for estimating induction motor parameters such as stator resistance, stator inductance, rotor inductance, rotor time constant… by artificial neural network (ANN) and genetic algorithm (GA). The first part is the mathematical basis for estimating motor parameters by neural and genetic algorithms, the second part is the motor model for data collection for estimation, the third part is simulation and As a result of the simulation, the results show that it is possible to accurately estimate the parameters of the induction motor by ANN or GA algorithm.