A New Flux Observer for Induction Motors with On-Line Identification of Load Torque and Resistances

Abstract Under the assumption that the stator currents and voltages are available from measurements along with the rotor speed, a novel local adaptive flux observer for induction motors is presented which, under persistency of excitation, estimates the motor fluxes and identifies on-line the rotor resistance. A sufficiently slow adaptation for the stator resistance is performed in order to isolate its estimation from the estimation of motor fluxes and rotor resistance. A second-order load torque identifier is also designed to be used in conjunction with the adaptive flux observer and the stator resistance identifier. The advantages of the proposed observer with respect to previous work are: the assumption of bounded stator currents integrals is no longer required; the dynamic order of the adaptive flux observer is reduced to six; a clear physical interpretation of the persistency of excitation condition is given. On the other hand the convergence analysis of the error dynamics holds only locally under suitable identifiability conditions while globally convergent algorithms are available in the literature.

[1]  Riccardo Marino,et al.  Exponentially convergent rotor resistance estimation for induction motors , 1995, IEEE Trans. Ind. Electron..

[2]  N.R. Klaes Parameters identification of an induction machine with regard to dependencies on saturation , 1991, Conference Record of the 1991 IEEE Industry Applications Society Annual Meeting.

[3]  C. C. Chan,et al.  An effective method for rotor resistance identification for high-performance induction motor vector control , 1990 .

[4]  G.A. Capolino,et al.  A new experimental application of least-squares techniques for the estimation of the induction motor parameters , 2002, Conference Record of the 2002 IEEE Industry Applications Conference. 37th IAS Annual Meeting (Cat. No.02CH37344).

[5]  Paolo Castaldi,et al.  A new adaptive approach for on-line parameter and state estimation of induction motors , 2005 .

[6]  Cristiano Maria Verrelli,et al.  Adaptive control for speed‐sensorless induction motors with uncertain load torque and rotor resistance , 2005 .

[7]  Riccardo Marino,et al.  On-line stator and rotor resistance estimation for induction motors , 2000, IEEE Trans. Control. Syst. Technol..

[8]  Cristiano Maria Verrelli,et al.  Induction Motor Control Design , 2010 .

[9]  Habib-ur Rehman,et al.  An Integrated Starter–Alternator and Low-Cost High-Performance Drive for Vehicular Applications , 2008, IEEE Transactions on Vehicular Technology.

[10]  David J. Atkinson,et al.  Observers for induction motor state and parameter estimation , 1991 .

[11]  Chris Gerada,et al.  Optimized Commissioning Method for Enhanced Vector Control of High-Power Induction Motor Drives , 2009, IEEE Transactions on Industrial Electronics.

[12]  Shir-Kuan Lin,et al.  On-line parameter estimator of an induction motor at standstill , 2003, 2003 European Control Conference (ECC).

[13]  G. Figalli,et al.  Analysis and design of a microcomputer-based observer for an induction machine , 1988, Autom..

[14]  Javier Moreno-Valenzuela,et al.  Adaptive Regulation of Vector-Controlled Induction Motors , 2009, IEEE Transactions on Control Systems Technology.

[15]  Robert D. Lorenz,et al.  A physically insightful approach to the design and accuracy assessment of flux observers for field oriented induction machine drives , 1992, Conference Record of the 1992 IEEE Industry Applications Society Annual Meeting.

[16]  Gildas Besançon,et al.  Observer Scheme for State and Parameter Estimation in Asynchronous Motors with Application to Speed Control , 2006, Eur. J. Control.

[17]  A. Bellini,et al.  A bilinear observer of the state of the induction machine , 1985 .

[18]  E. Levi,et al.  A Review of RFO Induction Motor Parameter Estimation Techniques , 2002, IEEE Power Engineering Review.

[19]  Jean-Claude Vannier,et al.  An Online Simplified Rotor Resistance Estimator for Induction Motors , 2010, IEEE Transactions on Control Systems Technology.

[20]  Y. Dote Existence of limit cycle and stabilization of induction motor via new nonlinear state observer , 1979 .

[21]  J. Holtz,et al.  Identification of the machine parameters in a vector controlled induction motor drive , 1989, Conference Record of the IEEE Industry Applications Society Annual Meeting,.

[22]  Thomas A. Lipo,et al.  An extended Kalman filter approach to rotor time constant measurement in PWM induction motor drives , 1992 .

[23]  Pierluigi Pisu,et al.  Simplified exponentially convergent rotor resistance estimation for induction motors , 2003, IEEE Trans. Autom. Control..

[24]  Seung-Ki Sul A novel technique of rotor resistance estimation considering variation of mutual inductance , 1989 .

[25]  S.M. Nayeem Hasan,et al.  A Luenberger–Sliding Mode Observer for Online Parameter Estimation and Adaptation in High-Performance Induction Motor Drives , 2006, IEEE Transactions on Industry Applications.

[26]  Mohamed Menaa,et al.  Sensorless direct vector control of an induction motor , 2008 .

[27]  Godpromesse Kenné,et al.  Nonlinear systems time-varying parameter estimation: Application to induction motors , 2008 .

[28]  R.D. Lorenz,et al.  Digital Implementation of Stator and Rotor Flux-Linkage Observers and a Stator-Current Observer for Deadbeat Direct Torque Control of Induction Machines , 2009, IEEE Transactions on Industry Applications.

[29]  Cristiano Maria Verrelli,et al.  Tracking Control for Sensorless Induction Motors with Uncertain Load Torque and Resistances , 2010 .

[30]  Thomas A. Lipo,et al.  A Rotor Parameter Identification Scheme for Vector-Controlled Induction Motor Drives , 1985, IEEE Transactions on Industry Applications.

[31]  Jin Young Choi,et al.  Flux observer with online tuning of stator and rotor resistances for induction motors , 2002, IEEE Trans. Ind. Electron..

[32]  Tooraj Abbasian Najafabadi,et al.  An Adaptive Flux Observer With Online Estimation of DC-Link Voltage and Rotor Resistance For VSI-Based Induction Motors , 2010, IEEE Transactions on Power Electronics.

[33]  A. De Carli,et al.  Parameter identification for induction motor simulation , 1976, Autom..

[34]  George C. Verghese,et al.  Observers for flux estimation in induction machines , 1988 .

[35]  Christiaan Moons,et al.  Parameter identification of induction motor drives , 1995, Autom..

[36]  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.

[37]  Hamid A. Toliyat,et al.  Rotor time constant updating scheme for a rotor flux oriented induction motor drive , 1995 .

[38]  Thomas A. Lipo,et al.  An automated rotor time-constant measurement system for indirect field-oriented drives , 1988 .

[39]  Yasuhiko Dote Stabilization of Controlled Current Induction Motor Drive Systems via New Nonlinear State Observer , 1980, IEEE Transactions on Industrial Electronics and Control Instrumentation.