Adaptive sliding-mode-observer for sensorless induction motor drive using two-time-scale approach

Abstract This paper, presents a new sliding-mode-observer design for sensorless vector control of induction motors with rotor resistance estimation using two-time-scale approach. This approach, based on the singular perturbation theory, decomposes the observer error dynamics on two parts; fast part, associated to the stator-current observer, and slow part, associated to the rotor-flux observer. Using this decomposition, the rotor-flux-observer accuracy is guaranteed through the stator-current observer. Consequently, adaptive laws for rotor speed and rotor resistance estimations are easily derived using only measured and estimated stator currents and estimated rotor fluxes. The effectiveness of this new approach has been successfully verified through computer simulations, where the control algorithm is based on the indirect field oriented sliding-mode control.

[1]  Hassan K. Khalil,et al.  Singular perturbation methods in control : analysis and design , 1986 .

[2]  H.M. Kojabadi,et al.  A MRAS-based adaptive pseudoreduced-order flux observer for sensorless induction motor drives , 2005, IEEE Transactions on Power Electronics.

[3]  C. Schauder,et al.  Adaptive speed identification for vector control of induction motors without rotational transducers , 1989, Conference Record of the IEEE Industry Applications Society Annual Meeting,.

[4]  Teresa Orlowska-Kowalska Application of extended Luenberger observer for flux and rotor time-constant estimation in induction motor drives , 1989 .

[5]  C. C. Chan,et al.  New scheme of sliding-mode control for high performance induction motor drives , 1996 .

[6]  Seth R. Sanders,et al.  Speed-sensorless vector torque control of induction machines using a two-time-scale approach , 1996 .

[7]  Vadim I. Utkin,et al.  Sliding mode control design principles and applications to electric drives , 1993, IEEE Trans. Ind. Electron..

[8]  Mihai Comanescu,et al.  Sliding-mode MRAS speed estimators for sensorless vector control of induction Machine , 2006, IEEE Transactions on Industrial Electronics.

[9]  Werner Leonhard,et al.  Control of Electrical Drives , 1990 .

[10]  S. Hadjeri,et al.  Adaptive sliding mode observer for induction motor using two-time-scale approach , 2007 .

[11]  Chern-Lin Chen,et al.  Speed sensorless vector control of induction motor using Kalman-filter-assisted adaptive observer , 1998, IEEE Trans. Ind. Electron..

[12]  Vadim I. Utkin,et al.  Sliding Modes in Control and Optimization , 1992, Communications and Control Engineering Series.

[13]  K. Matsuse,et al.  Speed sensorless field oriented control of induction motor with rotor resistance adaptation , 1993, Conference Record of the 1993 IEEE Industry Applications Conference Twenty-Eighth IAS Annual Meeting.

[14]  Adnan Derdiyok Speed-sensorless control of induction motor using a continuous control approach of sliding-mode and flux observer , 2005, IEEE Transactions on Industrial Electronics.

[15]  A. Keyhani,et al.  Sensorless Sliding-Mode Control of Induction Motors Using Operating Condition Dependent Models , 2002, IEEE Power Engineering Review.

[16]  Longya Xu,et al.  An adaptive sliding mode observer for induction motor sensorless speed control , 2004, Conference Record of the 2004 IEEE Industry Applications Conference, 2004. 39th IAS Annual Meeting..

[17]  Alexey Pavlov,et al.  Adaptive observers for sensorless control of an induction motor , 2001, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148).

[18]  Abdelkrim Benchaib,et al.  Real-time sliding-mode observer and control of an induction motor , 1999, IEEE Trans. Ind. Electron..

[19]  N. Inanc A new sliding mode flux and current observer for direct field oriented induction motor drives , 2002 .

[20]  P. Vas Vector control of AC machines , 1990 .

[21]  Kyo-Beum Lee,et al.  Sensorless vector control of induction motor using a novel reduced-order extended Luenberger observer , 2000, Conference Record of the 2000 IEEE Industry Applications Conference. Thirty-Fifth IAS Annual Meeting and World Conference on Industrial Applications of Electrical Energy (Cat. No.00CH37129).

[22]  Asif Sabanovic,et al.  Sliding mode control of AC drives , 1989 .

[23]  J. De-Leon,et al.  Sliding mode control and state estimation for nonlinear singularly perturbed systems. Application to an induction electric machine , 1995, Proceedings of International Conference on Control Applications.

[24]  Petar V. Kokotovic,et al.  Singular perturbations and order reduction in control theory - An overview , 1975, at - Automatisierungstechnik.

[25]  Seung-Ki Sul,et al.  Speed sensorless vector control of induction motor using extended Kalman filter , 1994 .

[26]  F. Rashidi Sensorless speed control of induction motor derives using a robust and adaptive neuro-fuzzy based intelligent controller , 2004, 2004 IEEE International Conference on Industrial Technology, 2004. IEEE ICIT '04..

[27]  Lin-Goei Shiau,et al.  Stability of sliding-mode current control for high performance induction motor position drives , 2001 .