An EKF-based estimator for the speed sensorless vector control of induction motors

Electric Power Components and Systems

Volumn 33, Issue 7, 2005, Pages 727-744

  Barut, Murat ^a   Bogosyan, Seta ^b   Gokasan, Metin ^a  

^a ISTANBUL TECHNICAL UNIVERSITY   (Turkey)

^b University of Alaska Fairbanks   (United States)

Author keywords

Estimator; Extended Kalman filter; Friction; Identification; Induction motor; Load torque; Observer; Rotor resistance; Speed sensorless vector control

Indexed keywords

ELECTRIC LOADS; ESTIMATION; FRICTION; KALMAN FILTERING; SENSORS; SPEED CONTROL; TORQUE; VECTORS;

ESTIMATORS; EXTENDED KALMAN FILTERS; IDENTIFICATION; LOAD TORQUE; OBSERVERS; ROTOR RESISTANCE; SPEED SENSORLESS VECTOR CONTROL;

INDUCTION MOTORS;

EID: 20344370227     PISSN: 15325008     EISSN: None     Source Type: Journal    
DOI: 10.1080/15325000590896728     Document Type: Article

References (30)

1. D. E. Bogard, G. Olsson, and R. D. Lorenz, "Accuracy issues for parameter estimation of field oriented induction machine drives," IEEE Tran. on Industry Applications, Vol. 31, pp. 795-801, July-August 1995.
2. B. K. Bose, "High performance control and estimation in AC drives," Proc. of IEEE-IECON'97 Annual Meeting, Vol. 2, pp. 377-385, November 1997.
3. A. B. Proca and A. Keyhani, "Identification of variable frequency induction motor models from operating data," IEEE Transactions on Energy Conversion, Vol. 17, March 2002.
4. J. K. Al-Tayie and P. P. Acarnley, "Estimation of speed, stator temperature and rotor temperature in cage induction motor drive using the extended Kalman filter algorithm," IEE Proceedings - Electric Power Applications, Vol. 144, pp. 301-309, September 1997.
5. J. Faiz and M. B. B. Sharifian, "Different techniques for real time estimation of an induction motor rotor resistance in sensorless direct torque control for electric vehicle," IEEE Tran. on Energy Conversion, Vol. 16, pp. 104-109, March 2001.
6. A. Benchaib, M. Tadjine, and A. Rachid, "Sliding mode control of an induction motor with unknown load: Application on a digital-signal-processor- based system," International Journal of Systems Science, Vol. 30, pp. 849-863, August 1999.
7. D. Pai, P. R. Mangsuli, and N. J. Rao, "Nonlinear observer based sensorless direct torque control of induction motor," Proc. of IEEE-PIEMC 2000 Annual Meeting, Vol. 1, pp. 440-445, August 2000.
8. T. Du and M. A. Brdys, "Shaft speed, load torque and rotor flux estimation of induction motor drive using an extended Luenberger observer," Proc. of IEEE-Electrical Machines and Drives Annual Meeting, pp. 179-184, September 1993.
9. S. Wade, M. W. Dunnigan, and B. W. Williams, "Comparison of stochastic and deterministic parameter identification algorithms for indirect vector control," IEE Colloquium on Vector Control and Direct Torque Control of Induction Motors, Vol. 2, pp. 1-5, October 1995.
10. L. Salvatore, S. Stasi, and L. Tarchioni, "A new EKF-based algorithm for flux estimation in induction machines," IEEE Tran. on Industrial Electronics, Vol. 40, pp. 496-504, October 1993.
11. O. S. Bogosyan, M. Gokasan, and C. Hajiyev, "An application of EKF for the position control of a single link arm," Proc. of IEEE-IECON'01 Annual Meeting, Vol. 1, pp. 564-569, November-December 2001.
12. M. Barut, O. S. Bogosyan, and M. Gokasan, "EKF based Estimation for direct vector control of induction motors," Proc. of IEEE-IECON'02 Annual Meeting, Vol. 2, pp. 1710-1715, November 2002.
13. Y.-R. Kim, S.-K. Sul, and M.-H. Park, "Speed sensorless vector control of induction motor using extended Kalman filter," IEEE Tran. on Industry Applications, Vol. 30, pp. 1225-1233, September-October 1994.
14. K. L. Shi, T. F. Chan, Y. K. Wong, and S. L. Ho, "Speed estimation of an induction motor drive using an optimized extended Kalman filter," IEEE Tran. on Industrial Electronics, Vol. 49, pp. 124-133, February 2002.
15. C.-M. Lee and C.-L. Chen, "Observer-based speed estimation method for sensorless vector control of induction motors," IEE Proceedings - Control Theory and Applications, Vol. 145, pp. 359-363, May 1998.
16. M. Barut, O. S. Bogosyan, and M. Gokasan, "Sensorless direct vector control of induction motors using EKF algorithm," Proc. of Mathematics and Informatics for Industry (MII-2003) Annual Meeting, pp. 22-29, April 2003.
17. F.-J. Lin, "Robust speed-controlled induction motor drive using EKF and RLS estimators," IEE Proceedings - Electric Power Applications, Vol. 143, pp. 186-192, May 1996.
18. S. Wade, M. W. Dunnigan, and B. W. Williams, "Modeling and simulation of induction machine vector control with rotor resistance identification," IEEE Tran. on Power Electronics, Vol. 12, pp. 495-506, 1997.
19. J. W. Finch, D. J. Atkinson, and P. P. Acarnley, "Full-order estimator for induction motor states and parameters," IEE Proceedings - Electric Power Applications, Vol. 145, pp. 169-179, May 1998.
20. S. Wade, M. W. Dunnigan, and B. W Williams, "Modeling and simulation of induction machine vector control with rotor resistance identification," IEEE Tran. on Power Electronics, Vol. 12, pp. 495-506, May 1997.
21. G. Garcia Soto, E. Mendes, and A. Razek, "Reduced-order observers for rotor flux, rotor resistance and speed estimation for vector controlled induction motor drives using the extended Kalman filter technique," IEE Proceedings - Electric Power Applications, Vol. 146, pp. 282-288, May 1999.
22. Y. Wenqiang, J. Zhengchun, and X. Qiang, "A new algorithm for flux and speed estimation in induction machine," Proc. of IEEE-ICEMS 2001 Annual Meeting, Vol. 2, pp. 698-701, August 2001.
23. G. Qiongxuan and F. Zhiyue, "Speed estimated for vector control of induction motor using reduced-order extended Kalman filter," Proc. of IEEE-PIEMC 2000 Annual Meeting, Vol. 1, pp. 138-142, August 2000.
24. Ch. El Moucary, G. Garcia Soto, and E. Mendes, "Robust rotor flux, rotor resistance and speed estimation of an induction machine using the extended Kalman filter," Proc. of IEEE ISIE '99 Annual Meeting, Vol. 2, pp. 742-746, July 1999.
25. D. J. Atkinson, P. P. Acarnley, and J. W. Finch, "Observers for induction motor state and parameter estimation," IEEE Tran. on Industry Applications, Vol. 27, pp. 1119-1127, November-December 1991.
26. F. Chen and M. G. Dunnigan, "Comparative study of a sliding-mode observer and Kalman filters for full state estimation in an induction machine," IEE Proceedings - Electric Power Applications, Vol. 149, pp. 53-64, January 2002.
27. G. C. Goodwin and K. S. Sin, Adaptive Filtering Prediction and Control, New Jersey: Prentice-Hall Inc., 1994, pp. 293-294.
28. P. Vas, Sensorless Vector and Direct Torque Control, New York: Oxford University Press, 1998, pp. 154-155.
29. Q. Ge and Z. Feng, "Speed estimated for vector control of induction motor using reduced-order extended Kalman filter," Proc. of IEEE-PIEMC 2000 Annual Meeting, Vol. 1, pp. 138-142, August 2000.
30. M. Barut, S. Bogosyan, and M. Gokasan, "Speed sensorless direct torque control of IMs with rotor resistance estimation," Energy Conversion and Management, Vol. 46, pp. 335-349, February 2005.