Accuracy issues for parameter estimation of field oriented induction machine drives

Abstract

This paper attempts to resolve a major area of concern for self-commissioning of induction machine drives: easily implemented methods capable of accurate parameter estimation. Most of the self-commissioning techniques are based on some form of statistical analysis. Classical statistical techniques such as ARMA (z-transform) methods using sampled line voltages, phase currents, and rotor velocity can easily produce large (2/spl times/ or more) parameter errors. The first principles causing the errors and the methods of reducing those effects to tolerable levels are the focus of this paper.