A Fuzzy Predictive Sliding Mode Control for High Performance Induction Motor Position Drives

  • Bayoumi E.H.E. (Chalmers University of Technology, Department of Electric Power Engineering) ;
  • Nashed M.N.F. (Electronics Research Institute (ERI)El-Tahrir Street)
  • Published : 2005.01.01

Abstract

This paper presents a fuzzy predictive sliding mode control for high performance induction motor position drives. A new simplified inner-loop sliding-mode current control scheme based on a nonlinear mathematical model of an induction motor is introduced. Novel predictive fuzzy logic PI and PID controllers are used in speed and position loops, respectively. Sliding-mode current controllers and fuzzy predictive logic controllers are designed based on indirect vector control. The overall system performance is examined under different dynamic operating conditions. The performance of the drive system is robust and stable, and insensitive to parameters and operating condition variations even though non-exact system parameters are used in the implementation of the proposed controllers.

Keywords

References

  1. M.W. Dunnigan, S. Wade, B.W. Williams, and X.Yu, 'Position control of a vector controlled induction machine using Slo-tine's sliding-mode control', IEE Proc. Electr.Power Appl. Vol. 145, No.3, pp. 231-238, 1998
  2. L.G.Shiau and J.L.Lin, 'Stability of sliding-mode current control for high performance induction motor position drives,' in IEE Proc. Electr. Power Appl., Vol. 148, No. 1, pp. 69-73, Jan. 2001 https://doi.org/10.1049/ip-epa:20010035
  3. H. Sugimoto and S. Tamai, 'Secondary resistance identification of an induction motor applied model reference adaptive system and its characteristics,' IEEE Trans. Ind. Appl., Vol. IA-23, pp. 296-303, Mar./Apr.1987 https://doi.org/10.1109/TIA.1987.4504905
  4. C. Y. Won and B. K. Bose, 'An induction motor servo system with improved sliding mode control,' in Proc. IEEE IECON'92, pp. 60-66
  5. T. L. Chern and Y. C. Wu, 'Design of integral variable structure controller and application to electro hydraulic velocity servo systems,' Proc. Inst. Elect. Eng., Vol. 138, No. 5, pp. 439-444, Sept. 1991
  6. J. C. Hung, 'Practical industrial control techniques,' in Proc. IEEE IECON'94, pp. 7-14
  7. L. A. Zadeh, 'Fuzzy sets,' Inform. Control, Vol. 8, pp. 338-353, 1965 https://doi.org/10.1016/S0019-9958(65)90241-X
  8. S. Bolognani and M. Zigliotto, 'Hardware and software effective configurations for multi-input hzzy logic controllers,' IEEE Trans. Fuzzy Syst., Vol. 6, pp. 173-179, Feb. 1998 https://doi.org/10.1109/91.660817
  9. I. Miki, N. Nagai, S. Nishiyama, and T. Yamada, 'Vector control of induction motor with fuzzy PI controller,' in IEEE IAS Annu. Rec., 1992, pp. 464-471
  10. Y. Tang and L. Xu, 'Fuzzy logic application for intelligent control of a variable speed drive,' IEEE Trans. Energy Conversion, Vol. 9, pp.679-685, Dec. 1994 https://doi.org/10.1109/60.368341
  11. E. Cerruto, A. Consoli, A. Raciti, and A. Testa, 'Fuzzy adaptive vector control of induction motor drives,' IEEE Trans. Power Electron., Vol. 12, pp. 1028-1039, Nov. 1997 https://doi.org/10.1109/63.641501
  12. E.H.E.Bayoumi, 'Integrated IGBT PWM converter/inverter system feeding three-phase induction motor', Ph.D Thesis, Faculty of Engineering., Cairo University, Cairo, Egypt, pp. 71-77, 2001
  13. L.J. Brown, 'Prediction and Adaptation in PID controller design' in Proc. of the 32nd IEEE Conference on Decision and Control, pp. 1575-1580, 1993
  14. J.M. de le Cruz, 'Robust predictive PI controller' in Proc. of the IEEE International Conference on Systems Man and Cybernetics, Vol.4, pp.63-68, 1993
  15. Ying-Yu Tzou and Shiu-Yung Lin. 'Fuzzy-Tuning Current- Vector Control of a Three-Phase PWM Inverter for High- Performance AC Drives' IEEE Trans. Ind. Elect., Vol. IE-45, No. 5, pp. 782-791, Oct. 1998
  16. M. N. Uddin, T. S. Radwan and M. A. Rahman, 'Performances of fuzzy-logic_based indirect vector control for induction motor drive', IEEE Trans.Ind. Appl., Vol. 38, pp. 1219-1225, Sept./Oct. 2002 https://doi.org/10.1109/TIA.2002.802990