Parameter Estimation of Wound-Rotor Induction Motors From Transient Measurements

A new method for determination of the steady-state equivalent circuit parameters of wound-rotor induction motors using experimental data from starting transient measurements is presented. The algorithm data are the stator currents and voltages and mechanical speed. The algorithm uses the least-square method and motor dynamic equations in the synchronous reference frame. Moreover, an approximation of the rotor flux that improves the accuracy of the estimation method, as well as a detailed study of errors, is included. The estimation method is applied to starting transient measurement data of a 2 kW wound rotor induction motor, and the accuracy of the obtained parameters is verified by comparing steady-state torque- and current-slip curves calculated with the estimated parameters and those measured in the laboratory.

[1]  Y. H. Ku Rotating-Field Theory and General Analysis of Synchronous and Induction Machines , 1952 .

[2]  Giansalvo Cirrincione,et al.  Constrained minimization for parameter estimation of induction motors in saturated and unsaturated conditions , 2005, IEEE Transactions on Industrial Electronics.

[3]  J. Pedra,et al.  Saturation Effects on Torque- and Current–Slip Curves of Squirrel-Cage Induction Motors , 2013, IEEE Transactions on Energy Conversion.

[4]  I. Zubia,et al.  In situ electrical parameter identification method for induction wind generators , 2011 .

[5]  Giansalvo Cirrincione,et al.  A new experimental application of least-squares techniques for the estimation of the induction motor parameters , 2002 .

[6]  P. Viarouge,et al.  Two-Step Method for Identification of Nonlinear Model of Induction Machine , 2007, IEEE Transactions on Energy Conversion.

[7]  M. Boutayeb,et al.  Identification of the Induction Motor in Sinusoidal Mode , 2010, IEEE Transactions on Energy Conversion.

[8]  R. Wamkeue,et al.  Unbalanced transients-based maximum likelihood identification of induction machine parameters , 1989 .

[9]  L. Sainz,et al.  Analysis of the Induction Machine Parameter Identification , 2002, IEEE Power Engineering Review.

[10]  Innocent Kamwa,et al.  Unscented Kalman filter for non-linear estimation of induction machine parameters , 2012 .

[11]  J. Pedra,et al.  Estimation of induction motor double-cage model parameters from manufacturer data , 2004, IEEE Transactions on Energy Conversion.

[12]  F. S. van der Merwe,et al.  Induction motor parameter estimation through an output error technique , 1994 .

[13]  J. Steinier,et al.  Smoothing and differentiation of data by simplified least square procedure. , 1972, Analytical chemistry.

[14]  Steven B. Leeb,et al.  Identification of induction motor parameters from transient stator current measurements , 1999, IEEE Trans. Ind. Electron..

[15]  Leon M. Tolbert,et al.  A nonlinear least-squares approach for identification of the induction motor parameters , 2005, IEEE Transactions on Automatic Control.

[16]  Jennifer Stephan,et al.  Real-time estimation of the parameters and fluxes of induction motors , 1992, Conference Record of the 1992 IEEE Industry Applications Society Annual Meeting.

[17]  Edouard Laroche,et al.  Methodological Insights for Online Estimation of Induction Motor Parameters , 2008, IEEE Transactions on Control Systems Technology.