Title :
Estimation of physical parameters of an induction motor using an indirect method
Author_Institution :
Fac. de Engenharia, Porto Univ.
Abstract :
In this paper a new method of estimation of the induction motor electric parameters is presented and discussed. The proposed method uses the indirect approach that consists in estimating the continuous-time parameters by first fitting a discrete-time model to the data and then converting this model to a continuous-time version. The main contribution is that by using a polynomial pre-filter it is possible to compute the induction motor equivalent circuit parameters via an inverse transformation between the discrete-time and the continuous-time models. The procedure is potentially useful for the design of self-commissioning drives and may provide initial estimates to extended Kalman filtering type of procedures. The effectiveness of the proposed method is verified by simulated tests and results of the method are discussed.
Keywords :
Kalman filters; equivalent circuits; induction motors; parameter estimation; polynomials; continuous time models; continuous-time parameters; continuous-time version; discrete-time model; discrete-time model fitting; electric parameters estimation; extended Kalman filtering; indirect method; induction motor electric parameters estimation using indirect method; induction motor equivalent circuit parameters; inverse transformation; physical parameters estimation; polynomial pre-filter; self-commissioning drives;
Conference_Titel :
Industrial Electronics, 2002. ISIE 2002. Proceedings of the 2002 IEEE International Symposium on
Print_ISBN :
0-7803-7369-3
DOI :
10.1109/ISIE.2002.1026347