Two cascaded nonlinear predictive controls of induction motor

Two versions of continuous-time feedback nonlinear predictive control laws with a fixed end point prediction and a finite horizon prediction are presented. They are applied in a cascade structure to induction motor. Both speed and torque/flux tracking objectives are achieved in matched and mismatched parameters case. The rotor flux is estimated by the Kalman filter. The derived nonlinear predictive laws minimize a quadratic performance index of the predicted tracking error. Its implementation does not need to perform an on line optimization and asymptotic tracking of smooth reference signal is guaranteed. Simulations show that the proposed controllers are suitable for high dynamic performance applications.

[1]  Masoud Soroush,et al.  A continuous-time formulation of nonlinear model predictive control , 1996 .

[2]  R. Hirschorn Invertibility of Nonlinear Control Systems , 1979 .

[3]  R. Marino,et al.  Adaptive input-output linearizing control of induction motors , 1993, IEEE Trans. Autom. Control..

[4]  K.-S. Lee,et al.  SMC-based adaptive input-output linearising control of induction motors , 1998 .

[5]  John Chiasson,et al.  Dynamic feedback linearization of the induction motor , 1993, IEEE Trans. Autom. Control..

[6]  Romeo Ortega,et al.  Cascaded control of feedback interconnected nonlinear systems: Application to robots with AC drives , 1997, Autom..

[7]  In-Joong Ha,et al.  Control of induction motors for both high dynamic performance and high power efficiency , 1992, IEEE Trans. Ind. Electron..

[8]  Jacques Richalet,et al.  La commande prédictive , 1998 .

[9]  Paresh C. Sen Electric motor drives and control-past, present, and future , 1990 .

[10]  Riccardo Marino,et al.  Global adaptive output feedback control of induction motors with uncertain rotor resistance , 1999, IEEE Trans. Autom. Control..

[11]  Gerardo Espinosa-Pérez,et al.  TORQUE AND FLUX TRACKING OF INDUCTION MOTORS , 1997 .

[12]  M. Bodson,et al.  High-performance induction motor control via input-output linearization , 1994, IEEE Control Systems.

[13]  P. Gawthrop,et al.  Multivariable continuous-time generalised predictive control: a state-space approach to linear and nonlinear systems , 1998 .

[14]  Ping Lu,et al.  Optimal predictive control of continuous nonlinear systems , 1995 .

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

[16]  Jean-Pierre Barbot,et al.  Nonlinear control with flux observer for a singularly perturbed induction motor , 1993, Proceedings of 32nd IEEE Conference on Decision and Control.

[17]  S. L. Ho,et al.  Speed estimation of an induction motor drive using extended Kalman filter , 2000, 2000 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.00CH37077).

[18]  In-Joong Ha,et al.  Control of induction motors via feedback linearization with input-output decoupling , 1990 .

[19]  David Q. Mayne,et al.  Robust receding horizon control , 1991, [1991] Proceedings of the 30th IEEE Conference on Decision and Control.

[20]  T. Lipo,et al.  Vector Control and Dynamics of AC Drives , 1996 .

[21]  Peter J. Gawthrop,et al.  Continuous-time generalized predictive control (CGPC) , 1990, Autom..

[22]  David Clarke,et al.  CGPC with guaranteed stability properties , 1992 .

[23]  D. Mayne,et al.  Robust receding horizon control of constrained nonlinear systems , 1993, IEEE Trans. Autom. Control..