SIMULTANEOUS ESTIMATION OF SPEED AND ROTOR RESISTANCE IN SENSORLESS INDUCTION MOTOR VECTOR CONTROLLED DRIVE

J.S. Thongam, M. Ouhrouche, F. Haghgoeian, and H. Ezzaidi

References

  1. [1] F. Blaschke, The principle of field orientation as applied to the new transvector closed-loop control system for rotating field machines, Siemens Review XXXIX (5), 1972, 217–219.
  2. [2] K. Hasse, On the dynamics of speed control of a static ac drive with a squirrel-cage induction machine, PhD dissertation, Tech. Hochschule, Darmstadt, 1969.
  3. [3] C. Schauder, Adaptive speed identification for vector control of induction motors without rotational transducers, IEEE Transactions on Industrial Application, 28 (5), 1992, 1054–1061. doi:10.1109/28.158829
  4. [4] H. Tajima & Y. Hori, Speed sensorless field orientation control of the induction machine, IEEE Transactions on Industrial Applications, 29 (1), 1993, 175–180. doi:10.1109/28.195904
  5. [5] F.-Z. Peng & T. Fukao, Robust speed identification for speed sensorless vector control of induction motors, IEEE Transactions on Industrial Application, 30 (5), 1994, 1234–1240. doi:10.1109/28.315234
  6. [6] Y.R. Kim, S.K. Sul, & M.H. Park, Speed sensorless vector control of induction motor using extended Kalman filter, IEEE Transactions on Industrial Application, 30(5), 1994, 1225–1233. doi:10.1109/28.315233
  7. [7] V. Comnac, M. Cernat, M. Cotorogea, & I. Draghici, Sensorless direct torque and stator flux control of induction machines using an extended Kalman filter, Proc. IEEE Int. Conf. on Control Applications, Mexico, 2001, 674–679.
  8. [8] X. Ma & Y. Gui, Extended Kalman filter for speed sensorless DTC based on DSP, Proc. 4th World Cong. on Intelligent Control and Automation, Shanghai, China, 2002, 119–122.
  9. [9] T. Du, P. Vas, & F. Stronach, Design and application ofextended observers for joint state and parameter estimation in high performance AC drives, IEE Proc. Electric Power Applications, 142 (2), 1995, 71–78. doi:10.1049/ip-epa:19951701
  10. [10] M.P. Kazmierkowski, D.L. Sobczuk, & P.Z. Filipek, Sensorless control of induction motor using a neural network for speed estimation, Proc. IEEE Int. Symp. Industrial Electronics, Guimeraes, Portugal, 1997, 1242–1246. doi:10.1109/ISIE.1997.648921
  11. [11] S.H. Kim, T.S. Park, J.Y. Yoo, & G.T. Park, Speed sensorless vector control of an induction motor using neural network speed estimation, IEEE Transactions on Industrial Electronics, 48 (3), 2001, 609–614. doi:10.1109/41.925588
  12. [12] R.M. Bharadwaj & A.G. Parlos, Neural state filtering for adaptive induction motor speed estimation, Mechanical Systems and Signal Processing, 17 (5), 2003, 903–924. doi:10.1006/mssp.2002.1523
  13. [13] L. Ben-Brahim & Kudor, Implementation of an inductionmotor speed estimator using neural networks, Proc. IPEC,1995, 52–57.
  14. [14] M. Bodson, J. Chiasson, & R.T. Novotnak, Nonlinear speed observer for high performance induction motor control, IEEE Transactions on Industrial Electronics, 42 (4), 1995, 337–343. doi:10.1109/41.402471
  15. [15] J.J. Liu, I.C. Kung, & H.C. Chao, Speed estimation of induction motor using a non-linear identification technique, Proc. National Science Council, ROC(A), 25 (2), 2001, 107–114.
  16. [16] V. Pappano & B. Friedland, Speed sensorless observer for an induction machine, Proc. American Control Conference, Albuquerque, New Mexico, June 1997, 3805–3806.
  17. [17] V. Pappano, S.E. Lyshevski, & Friedland, Identification of induction motor parameters, Proc. 37th IEEE Conf. on Decision and Control, Tampa, FL, USA, December 1998, 989–994.
  18. [18] H. Kubota & K. Matsuse, Speed sensorless field-oriented control of induction motor with rotor resistance adaptation, IEEE Transactions on Industrial Applications, 30 (5), 1994.
  19. [19] C.E. Moucary, G.G. Soto, & E. Mendes, Robust rotor flux, rotor resistance and speed estimation of an induction machine using the extended Kalman filter, IEEE – ISIE’99, Int. Symp. on Industrial Electronics, Bled, Slovenia, 1999, 742–746.
  20. [20] M. Montanari, S. Peresada, A. Tilli, & A. Tonielli, Speed sensorless control of induction motor based on indirect field-orientation, 35th Annual Meeting, IEEE Industrial Application Society, Rome, 2000, 1858–1865.
  21. [21] M. Ouhrouche, Estimation of speed, rotor flux and rotor resistance in cage induction motor using the EKF algorithm, International Journal of Power and Energy Systems, 2002, 103–109.
  22. [22] K. Akatsu & A. Kawamura, Online rotor resistance estimation using the transient state under the speed sensorless control of induction motor, IEEE Transactions on Power Electronics, 15 (3), 2000, 553–560. doi:10.1109/63.844516
  23. [23] Opal-RT Technologies Inc., RT-Lab User’s Guide.

Important Links:

Go Back