Journal of Electrical Engineering and Technology

The Korean Institute of Electrical Engineers (대한전기학회)
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Intelligent Control for Torque Ripple Minimization in Combined Vector and Direct Controls for High Performance of IM Drive

  • Received : 2011.07.05
  • Accepted : 2012.02.20
  • Published : 2012.07.01
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Abstract

In Conventional Combined Vector and Direct Controls (VC-DTC) of induction motor, stator current is very rich in harmonic components. It leads to high torque ripple of induction motor in high and low speed region. To solve this problem, a control method based on the concept of fuzzy logic approach is used. The control scheme proposed uses stator current error as variable. Through the fuzzy logic controller rules, the choice of voltage space vector is optimized and then torque and speed are controlled successfully with a less ripple level in torque response, which improve the system's performance. Simulation results trough MATLAB/SIMULINK${(R)}$ software gave results that justify the claims.

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References

  1. Bose BK, Power electronics and Ac drives, New- Jersey, USA, Prentice Hall, Englewood Cliffs, 1986; 122-152.
  2. Leonhard W, Control of electrical drives, Berlin, Germany: Springer-Verlag, 1990.
  3. Cheng FF, Yeh SN, "Application of fuzzy logic in speed control of AC servo system and an intelligent inverter," IEEE Trans Energy Conversion 1993, 8(2), pp. 312-318. https://doi.org/10.1109/60.222722
  4. Eudemario Souza de Santana, Edson Bim, and Wagner Caradori do Amaral, "A Predictive Algorithm for Controlling Speed and Rotor Flux of Induction Motor," IEEE Transactions on Industrial Electronics, vol 55 n.12 Decembre 2008, pp. 4398- 4407. https://doi.org/10.1109/TIE.2008.2007376
  5. F.Blaschke, The Principles of Field Orientation as applied to the New Transvector Closed Loop control System for Rotating Field Machines, Siemens Review, vol.34, pp. 217-220, May 1972.
  6. Wang, Z.S, Ho, S.L, "Indirect Rotor Field Orientation Vector Control for Induction Motor Drives in the Absence of Current Sensors," The 5th International Power Electronics and Motion Control Conference -IPEMC 2006 -, August 14-16, 2006, Shanghai, China.
  7. Mohamed Boussak, Kamel Jarray, "A High- Performance Sensorless Indirect Stator Flux Orientation Control of Induction Motor Drive," IEEE Transactions on Industrial Electronics, vol.53, No. 1, February 2006.
  8. Profumo F, DeDoncker R, Ferraris P, Pastorelli M. "Comparison of universal field oriented (UFO) controllers in different reference frames," IEEE Trans Power Electronics, March 1995, vol. 10, pp. 205-213. https://doi.org/10.1109/63.372605
  9. A. Shiri, A. Vahedi and A. Shoulaie, "The effect of parameter variations on the performance of indirect vector controlled induction motor drive," International Power Electronics and Motion Control Conference, 2006. IPEMC 2006.
  10. A. M. Bazzi A. P. Friedl S. Choi P. T. Krein "Comparison of Induction Motor Drives for Electric Vehicle Applications: Dynamic Performance and Parameter Sensitivity Analyses," Electric Machines and Drives Conference, 2009. IEMDC '09.
  11. Baburaj Karanayil, Muhammed Fazlur Rahman, and Colin Grantham " Online Stator and Rotor Resistance Estimation Scheme Using Artificial Neural Networks for Vector Controlled Speed Sensorless Induction Motor Drive," IEEE Transactions on Industrial Electronics, vol. 54, No. 1, February 2007, pp. 167-176. https://doi.org/10.1109/TIE.2006.888778
  12. Abbou, H. Mahmoudi, A. Elbacha "High-Gain Observer Compensator for Rotor Resistance Variation On Induction Motor RFOC," The 14th IEEE International Conference on Electronics, Circuits and Systems, December 11-14, 2007 Marrakech, Morocco
  13. Y. Lai, W. Wang, Y. Chen "Novel Switching Techniques for Reducing the Speed Ripple of AC Drives With Direct Torque Control," IEEE Trans on Industrial Electronics, vol. 51, No 4, pp.768-775, August. 2004. https://doi.org/10.1109/TIE.2004.831720
  14. A. Abbou. H. Mahmoudi "Real Time Implementation of a Sensorless Speed Control of Induction Motor using DTFC Strategy," International conference on multimedia computing and systems proceedings, pp. 327-333. Ourzazzate 2-4 April 2009.
  15. M. Takahashi and T. Noguchi, "A new quickresponse and high efficiency control strategy of an induction motor," IEEE Trans. Ind. Appl, pp. 820-827, Sep./Oct. 1986.
  16. N. Rumzi Nik Idris, A. Mohamed Yatim, "Direct Torque Control of Induction Machines With Constant Switching Frequency and Reduced Torque Ripple," IEEE Trans on Industrial Electronics, Vol. 51, No. 4, pp. 758 -767, August. 2004. https://doi.org/10.1109/TIE.2004.831718
  17. J. Belhadj, I. Slama-Belkhodja, M. Pietrzak-David and B. De Fornel, "Direct Torque control of induction machine with a short-time computing observer," Electromotion, Vol.10, Marrakesh, Morocco, pp.449- 454. 2003.
  18. Abbou, H. Mahmoudi, A. Elbacha, "The Effect of Stator Resistance Variation on DTFC of Induction Motor and its Compensation," 14th IEEE International Conference on Electronics, Circuits and Systems December 11-14, 2007 Marrakech, Morocco
  19. S.M. Malik, E. Elbuluk and Donald S. Zinger, "PI and fuzzy estimators for tuning the stator resistance in direct torque control of induction machines," IEEE Tran. On Power Electronics, Vol 13.No.2, March, 1998.
  20. S. Vaez-Zadeh , E. Jalali "Combined vector control and direct torque control method for high performance induction motor drives," Energy Conversion and Management 48 (2007) 3095-3101. https://doi.org/10.1016/j.enconman.2007.05.010
  21. Sadegh Vaez-Zadeh, Ehsan Jalali "An Induction Motor Drive System Employing Salient Features of Vector and Direct Torque Controls," International Electric Machines & Drives Conference, 2007. IEMDC '07.
  22. Jean-Pierre CARON Jean Paul HAUTIER, Modelisation et commande de la machine asynchrone, Editions Technip -Paris 1995, ISBN 2-7108-0683-5, ISSN 1152-0647
  23. Z.Boulghasoul, A.Elbacha, E.Elwarraki, D.Yousfi "Robustness of fuzzy controller based adaptation mechanism for MRAS sensorless IM drives," The 19 IEEE International Conference on Electrical Machines, ICEM2010, Rome, Italy.
  24. Ryu J-S, Yoon I-S, Lee K-S, Hong S-C, "Direct torque control of induction motors using fuzzy variable switching sector," IEEE Inter. Symposium on Industrial Electronics (ISIE), 2001; pp. 901-906.
  25. Romeral L, Arias A, Aldabas E, Jayne M, "Novel direct torque control (DTC) scheme with fuzzy adaptive torque-ripple reduction," IEEE Trans Ind Electron 2003; 50, pp. 487-492. https://doi.org/10.1109/TIE.2003.812352
  26. Buja GS, Kazmierkoski M, "Direct torque control of PWM inverterfed AC motors - a survey," IEEE Trans Ind Electron 2004; 51, pp. 744-757. https://doi.org/10.1109/TIE.2004.831717
  27. Sayeed A. Mir, Donald S. Zinger, and Malik E. Elbuluk, "Fuzzy Controller for Inverter Fed Induction Machines," IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, vol.30, no. 1, pp. 78-84, Jan- Feb,1993.

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