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Application of Speed, Rotor Flux, Electromagnetic, Load Torque Observers and Diagnostic System in a Vector-Controlled High-Power Traction Motor Drive

  • Research Article - Electrical Engineering
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Abstract

For a field-oriented high-power induction motor drive, the observers are used to calculate speed, rotor flux phase and amplitude, electromagnetic and load torque observation and control and for diagnostic purposes. The observers of speed, rotor flux phase and amplitude are designed based on the model reference adaptive system, which has simple structure but extreme precision. A load torque observer is planned by employing the speed and electromagnetic observers, which well estimates the actual load torque. A diagnostic system is proposed to send an alarm to the maintenance center during the fault occurrence by independently comparing the observed and the actual or the previously recorded values of the load torque and speed. In addition, the drive control can be switched automatically to sensorless mode during the system operation, as a speed sensor fault occurs. Generally, the application of the observers and diagnostic system increases the drive reliability and safety. The performances of the drive, observers and diagnostic system are verified through simulations accomplished on a 150-kW induction motor drive.

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References

  1. Boldea, I.; Nasar, S.A.: Electric Drives (2005)

  2. Hinkkanen, M.: Analysis and design of full-order flux observers forsensorless induction motors. IEEE Trans. Ind. Electron. 51(5), 1033–1040 (2004)

    Article  Google Scholar 

  3. Adamowicz, M.; Guzinski, J.: Control of sensorless electric drive withinverter output filter. In: Proc. AUTSYM, Wismar (2005)

  4. Kowalska, T.O.; Szabat, K.: Neural-network application formechanical variables estimation of a two-mass drive system. IEEE Trans. Ind. Electron. 54(3), 1352–1364 (2007)

    Article  Google Scholar 

  5. Magureanu, R.; Ilas, C.; Bostan, V.; Cuibus, M.; Radut, V.: Luenberger, kalman, neural Observers and fuzzy controllers for speed inductionmotor control. Electrotechnica, Energetica, Electronica, Buletinul Institutului Politehnica, vol. XLVI (L), no. 5, Romania (2000)

  6. Depenbrock, M.; Evers, C.: Model-based speed identification forinduction machines in the whole operating range. IEEE Trans. Ind. Electron. 53(1), 31–40 (2006)

    Article  Google Scholar 

  7. Harnefors, L.; Hinkkanen, M.: Complete stability of reduced-order andfull-order observers for sensorless in drives. IEEE Trans. Ind. Electron. 55(3), 1319–1329 (2008)

    Article  Google Scholar 

  8. Hinkkanen, M.: Analysis and design of full-order flux observers forsensorless induction motors. IEEE Trans. Ind. Electron. 51(5), 1033–1040 (2004)

    Article  Google Scholar 

  9. Lascu, C.; Boldea, I.; Blaabjerg, F.: Comparative study of adaptiveand inherently sensorless observers for variable-speed inductionmotor drives. IEEE Trans. Ind. Electron. 53(1), 57–65 (2006)

    Article  Google Scholar 

  10. Barambones, O.; Garrido, A.J.: A sensorless variable structure control of induction motor drives. Electr. Power Syst. Res. 72, 21–32 (2004)

    Article  Google Scholar 

  11. Traore, D.; Plestan, F.; Glumineau, A.; Leon, J.: Sensorless inductionmotor: high-order sliding-mode controller and adaptive interconnectedoObserver. IEEE Trans. Ind. Electron. 55(11), 3818–3827 (2008)

    Article  Google Scholar 

  12. Krzeminski, Z.: Observer of induction motor speed based on exactdisturbance model. In: Proc. EPE-PEMC, Poznan, pp. 2325–2330 (2008)

  13. Alexandru, M.; Bojoi, R.; Ghelardi, G.; Tenconi, S.M.: An ac motor closed loop performances with different rotor flux observers. In: Proc. PESC, pp. 752–758 (1997)

  14. Pavlov, A.; Zaremba, A.: Adaptive observers for sensorless control of an induction motor. In: Proceedings of the American Control Conference, Arlington (2001)

  15. Yoo, H.S.; Ha, I.J.: A polar coordinate-orientedmethod of identifying rotor flux and speed of induction motors without rotational transducers. IEEE Trans. Control Syst. Technol. 4(3) (1996)

  16. Utkin, V.; Jin, C.: Sensorless sliding mode controlof induction motor. Technical report OSU, Ford Motor Company (1997)

  17. Kubota, H.; Matsuse, K.; Nakano, T.: DSP-basedspeed adaptive flux observer of induction motor. IEEE Trans. Ind. Appl. 29(2), 344–348 (1993)

    Article  Google Scholar 

  18. Bondarko, V.; Zaremba, A.: Speed and flux estimationfor an induction motor without position sensor. In: Proc. Amer. Contr. Conf., San Diego (1999)

  19. Kanellakopoulos, I.; Krein, R.; Disilvestro, E.: A new controller observer design for induction motor control. In: Proc. Amer. Contr. Conf., pp. 1700–1704 (1992)

  20. Beguenane, R.; Ouhrouche, M.A.; Trzynadlowski, A.M.: A new scheme for sensorless induction motor control drives operating in low speed region. Mathematics and Computers in Simulation, pp. 109–120 (2006)

  21. Kim, S.M.; Han, WY.; Ki, S.J.: “Design of a new adaptive sliding mode observer for sensorless induction motor drive,” Electric Power Systems Research, pp. 16-22, Nov. 2003

  22. Alonge, F.; Ippolito, F.D.: “Design and sensitivity analysis of a reduced-order rotor flux optimal observer for induction motor control,” Control Engineering Practice, 15, 1508–1519 (2007)

    Google Scholar 

  23. Guzinski, J.; Diguet, M.; Krzeminski, Z.; Lewicki, A.; Rub, H.A.: Application of speed and load torque observers in high-speed train drive for diagnostic purposes. IEEE Trans. Ind. Electron. 56(1) (2009)

  24. Guzinski, J.; Diguet, M.; Krzeminski, Z.; Lewicki, A.; Rub, H.A.: Speed and load torque observer application in high-speed train electric drive. IEEE Trans. Ind. Electron. 57(2) (2010)

  25. Katsura, S.; Suzuki, J.; Ohnishi, K.: Pushing operation by flexiblemanipulator taking environmental information into account. IEEE Trans. Ind. Electron. 53(5), 1688–1697 (2006)

    Article  Google Scholar 

  26. Ohnishi, K.; Shibata, M.; Murakami, T.: Motion control for advancedmechatronics. IEEE/ASME Trans. Mechatron. 1(1), 56–67 (1996)

    Article  Google Scholar 

  27. Tondos, M.S.: Minimizing electromechanical oscillations in the driveswith resilient couplings by means of state and disturbance observers. In: Proc. EPE, Brighton, pp. 360–365 (1993)

  28. Lewicki, A.: Torque vibration compensation on the asynchronous machine shat, Ph.D. Dissertation. Gdansk University of Technology, Faculty of Electrical and Control Engineering, Gdansk (2003)

  29. Meditch, J.; Hostette, G.H.: Observers for systems with unknown and inaccessible inputs. Int. J. Control 16(3), 473–480 (1974)

    Article  Google Scholar 

  30. Brdys, M.A.; Du, T.: Algorithms for joint state and parameter estimation in induction motor drive systems. In: Proc. IEEE Int. Conf. Control, Edinburgh, pp. 915–920 (1991)

  31. Kadowaki, S.; Ohishi, K.; Yasukawa, S.; Sano, T.: Anti-skid re-adhesioncontrol using tangential force estimator based on disturbance observer forelectric commuter train. In: Proc. Int. Conf. Control Appl., Taipei, pp. 1124–1129 (2004)

  32. Hace, A.; Jezernik, K.; Sabanovic, A.: SMC with disturbance observer for a linear belt drive. IEEE Trans. Ind. Electron. 54(6), 3402–3412 (2007)

    Article  Google Scholar 

  33. Szabat, K.; Orlowska-Kowalska, T.: Performance improvement of industrial drives with mechanical elasticity using nonlinear adaptive Kalman filter. IEEE Trans. Ind. Electron. 55(3), 1075–1084 (2008)

    Google Scholar 

  34. Masiala, M.; Vafakhah, B.; Salmon, J.; Knigh, A.M.: Fuzzy self-tuning speed control of an indirect field-oriented control induction motor drive. IEEE Trans. Ind. Appl. 44(6) (2008)

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Correspondence to Ebrahim Babaei.

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Golabi, S., Babaei, E., Sharifian, M.B.B. et al. Application of Speed, Rotor Flux, Electromagnetic, Load Torque Observers and Diagnostic System in a Vector-Controlled High-Power Traction Motor Drive. Arab J Sci Eng 39, 2979–2996 (2014). https://doi.org/10.1007/s13369-013-0906-5

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  • DOI: https://doi.org/10.1007/s13369-013-0906-5

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