Estimation of Induction Machine Parameters from Standstill Time-Domain Data

Abstract

This paper presents a step-by-step approach to identifying the parameters of an induction machine from standstill time-domain test data. A step voltage disturbance is applied across the stator terminals while the machine is in the standstill condition, and the resulting stator voltage and current responses are measured. The initialization of the transfer function model parameters is achieved by the Laplace transformation of the recorded time-response data, and the maximum likelihood (ML) method is used for both the transfer function and the equivalent-circuit-model parameter estimation. Based on the identified models, simulation studies are performed and compared to the measured standstill time-domain response, the standstill frequency response (SSFR), and the free-acceleration response to validate the identified models.