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Real Time Implementation of Fuzzy Gain Scheduling of PI Controller for Induction Motor Machine Control

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Abstract

In this work the control of an induction motor using fuzzy gain scheduling of PI controller (adaptive FLC-PI) is presented. Fuzzy rules are utilized on-line to determine the controller parameters based on tracking error and its first time derivative. Simulation and experimental results of the proposed scheme show good performances compared to the PI controller with fixed parameters.

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References

  1. Hazzab, A., Bousserhane, I. K. and Kamli, M.: Design of fuzzy sliding mode controller by genetic algorithms for induction machine speed control. International Journal of Emerging Electric Power Systems, Berkeley Electronic Press (Bepress), USA 1(2) (2004). http://www.bepress.com/ijeeps/vol1/iss2/art1008

  2. Hazzab, A., Bousserhane, I. K., Kamli, M. and Rahli, M.: New Adaptive fuzzy mode controller for induction motor speed control. Third International Conference on Systems, Signals & Devices, SSD’05, (Sousse, Tunisia, 2003).

  3. Caron, J. P. and Hautier, J. P.: Modeling and Control of Induction Machine, Technip Edn, France (1995) (text in french).

  4. Lorenz R.D., Lawson D.B. (1990): A simplified approach to continuous on-line tuning of field-oriented induction machine drives. IEEE Transactions on Industry Applications 26(3): 420–424

    Article  Google Scholar 

  5. Baghli, L.: Contribution to induction machine control: using fuzzy logic. Neural Networks and Genetic Algorithms, Doctoral Thesis, Henri Poincare University, January 1999 (text in french).

  6. Ouhrouche, M. A. and Volet, C.: Simulation of a direct field-Oriented controller for an induction motor using Matlab/Simulink software package. Proc. of IASTED Int. Conf. Modeling and Simulation (MS’2000), USA, 2000.

  7. Zhao Z.-Y., Tomizuka M., Isaka S. (1993): Fuzzy gain scheduling of PID controllers. IEEE Transactions on Systems, Man. and Cybernetics 23(5): 1392–1398

    Article  Google Scholar 

  8. Viljamaa, P. and Koivo, H. N.: Fuzzy logic in PID gain scheduling. Third Congress on Fuzzy and Intelligent Technologies EUFIT’95, 28–31 August, ELITE-foundation, vol. 2, pp. 927–931, Aachen, Germany, 1999.

  9. Viljamaa, P.: Fuzzy gain scheduling and tuning of multivariable fuzzy of computing in control systems. Technologic doctoral thesis, Temper University of technology, Finland (2000).

  10. Ying H. (1990): Fuzzy control theory: A non linear case. Automatica Journal 26(3):513–520

    Article  MATH  MathSciNet  Google Scholar 

  11. Zhen Li., Xu L. (1998): On-Line fuzzy tuning of indirect field-oriented induction machine drives. IEEE Transactions on Power Electronics 13(1): 134–141

    Article  Google Scholar 

  12. Mendel J.M. (1995): Fuzzy logic systems of engineering: A Tutorial. Proc. of IEEE 83(3): 345–377

    Article  Google Scholar 

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Authors and Affiliations

  1. University center of Bechar, B.P 417, Bechar, 08000, Algeria

    A. Hazzab & I. K. Bousserhane

  2. Groupe de recherche en électronique industrielle, École d’Ingénierie, Département de Génie électrique et Génie informatique, Université du Québec à, Trois-Rivières, Canada

    M. Zerbo & P. Sicard

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  1. A. Hazzab
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  2. I. K. Bousserhane
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  3. M. Zerbo
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  4. P. Sicard
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Correspondence to A. Hazzab.

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Hazzab, A., Bousserhane, I.K., Zerbo, M. et al. Real Time Implementation of Fuzzy Gain Scheduling of PI Controller for Induction Motor Machine Control. Neural Process Lett 24, 203–215 (2006). https://doi.org/10.1007/s11063-006-9018-5

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  • DOI: https://doi.org/10.1007/s11063-006-9018-5

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