Parameter estimation for induction machines via non-linear least squares method

Abstract

The application of modern parameter identification techniques to the problem of determining the values of the steady-state equivalent circuit parameters of a three-phase squirrel cage induction motor is discussed. The identification procedure is based on the steady-state phase current versus slip and input power versus slip characteristics. The proposed identification algorithm is nonlinear. The machine parameters are obtained as the solution of a minimization of the least squares cost function of the difference between calculated and experimental steady-state characteristics. Simulation and experimental results concerning the application of the proposed algorithm to the modeling of a 1.5 kW wound rotor three-phase induction machine are presented.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">&gt;</ETX>