Comparison of sliding mode observer and extended Kaiman filter for sensorless DTC-controlled induction motor drive

This paper deals with two different observers for sensorless DTC-controlled induction motor (IM) drives. First is sliding mode observer (SMO), second is extended Kaiman filter (EKF). The main objective of this paper is experimental analysis of limits of these observers and their behavior in challenging low-speed region. Theoretical conclusions presented in this paper are verified by experiments made on designed IM drive prototypes of rated power of 250 W.

[1]  Vaclav Smidl,et al.  Challenges and limits of extended Kalman Filter based sensorless control of permanent magnet synchronous machine drives , 2009, 2009 13th European Conference on Power Electronics and Applications.

[2]  Robert D. Lorenz,et al.  Accuracy limitations of velocity and flux estimation in direct field oriented induction machines , 2002 .

[3]  Toshihiko Noguchi,et al.  Take a look back upon the past decade of direct torque control [of induction motors] , 1997, Proceedings of the IECON'97 23rd International Conference on Industrial Electronics, Control, and Instrumentation (Cat. No.97CH36066).

[4]  Ned Mohan,et al.  Design and implementation of an extended Kalman filter for the state estimation of a permanent magnet synchronous motor , 1991 .

[5]  Asif Sabanovic,et al.  Chattering Free Sliding Mode Control. , 1994 .

[6]  Miran Rodic,et al.  Speed-sensorless sliding-mode torque control of an induction motor , 2002, IEEE Trans. Ind. Electron..

[7]  Z. Peroutka Design considerations for sensorless control of PMSM drive based on extended Kalman filter , 2005, 2005 European Conference on Power Electronics and Applications.

[8]  Miran Rodic,et al.  Sliding mode flux observer and rotor speed estimation for DTC-controlled induction motor drive , 2009, 2009 13th European Conference on Power Electronics and Applications.

[9]  Vadim I. Utkin,et al.  A control engineer's guide to sliding mode control , 1999, IEEE Trans. Control. Syst. Technol..

[10]  Murat Barut,et al.  Experimental Evaluation of Braided EKF for Sensorless Control of Induction Motors , 2008, IEEE Transactions on Industrial Electronics.

[11]  K. Jezernik Robust direct torque and flux vector control of induction motor , 1998, IECON '98. Proceedings of the 24th Annual Conference of the IEEE Industrial Electronics Society (Cat. No.98CH36200).

[12]  Silvio Stasi,et al.  A new EKF-based algorithm for flux estimation in induction machines , 1993, IEEE Trans. Ind. Electron..

[13]  Peter Vas,et al.  Sensorless vector and direct torque control , 1998 .

[14]  R.D. Lorenz,et al.  Observer-based direct field orientation: analysis and comparison of alternative methods , 1993, Conference Record of the 1993 IEEE Industry Applications Conference Twenty-Eighth IAS Annual Meeting.