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New approach to linguistic fuzzy modeling of induction motor fed by PWM voltage source inverter

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In this paper, a new approach of linguistic fuzzy modeling proposed by Ben-Ghalia et al. is applied to induction motor. Thus, a classical model is first given together with the most used asynchronous motor control strategy, which is the pole assignment. After more, in order to minimize the dependence of the system to parameter variations and external perturbations, and reduce the number of variable states, a new model of the original system is proposed. This model is too simple and is suitable to cognitive approach such as fuzzy modeling. Then, fuzzy modeling of an uncertain system using the approach of Ben-Ghalia et al. to reduce the effects of imperfections of the classical modeling are introduced. In addition, their applications in the fuzzy sliding mode control of the asynchronous motor are presented. Finally, Simulation results reveal some very interesting features and show that the proposed fuzzy model has great potential for use as an alternative to the approximation of the conventional model of induction motor taking into account the effect of system model uncertainties and gives a good performances in sliding mode control.
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Bibliogr. 32 poz., rys.
  • University of Science and Technology Houari, Boumediene (USTHB) Faculty of Electronic and Computing, Alger, Algerie,
  • [1] L. BARAZANE, C. LARBES, R. OUIGUIN1 and Y. SELLAMI: Commande hybride, linearisante et a structures variables d'un moteur asynchrone. ICEE'2000, Boumerdes, (2000).
  • [2] L. BARAZANE, Y. SELLAMI, C. LARBES and R. OuiGuim: Commande hybride, linearisante et a structures variables d'un moteur asynchrone alimente par un onduleur MU a hysteresis des courants redresses. ICEL'2000, Oran, 2000.
  • [3] G. BARTOLINI, M. MARCHESONI, P. Pisu and E. USAI: Chattering reduction and robust position control in induction motor with second-order VSS. Int. J. Systems Science, 29(1), (1998), 1-12.
  • [4] M. BEN-GHALIA and A. T. ALOUANI: Fuzzy modelling of dynamic systems. Proc. of the 26th Southern Symposium on System Theory, (1994), 168-171.
  • [5] M. BEN-GHALIA and A. T. ALOUANI: Knowledge-base robust control of complex systems. Intel. Systems for the 21st Century, IEEE Inter. Conf on Syst. Man & Cyb., 2 (1995), 977-982.
  • [6] M. BEN-GHALIA: Nonlinear modelling of uncertain dynamical systems using fuzzy set concepts. Proc. of the 35th IEEE Conf on Decision and Control, Kobe, Japan, (1996), 418-423.
  • [7] M. BEN-GHALIA: Robust model-based control of uncertain dynamical systems: a fuzzy set theory based approach. Proc. of the 35th Conf on Decision and Control, 1 Kobe, Japan, (1996), 807-812.
  • [8] M. BEN-GHALIA: Modelling and robust control of uncertain dynamical systems using fuzzy set theory. Mt. J. Control, 68(6), (1997), 1367-1395.
  • [9] M. BODSON, J. CHIASON and R. NOVOTNAK: High performance of induction motor control via input-output linearization. IEEE Control System, (1994), 25-33.
  • [10] M .E. K. BOUYOUCEF: La commande a structures variables par regime glissant et la logique floue appliquee a un robot manipulateur. These de Magigter, USTHB, Alger, 1999.
  • [11] D. DRIANKOV, H. HELLENDOORN and M. REINFRANK: An introduction to fuzzy control. Springer-Verlag, Berlin, 1993.
  • [12] M. R. EMAMI, I. B. TORKSEN and A. A. GOLDELBERG: Development of a systematic methodology of fuzzy logic modelling. IEEE Trans. Fuzzy Syst., 6(3), (1998).
  • [13] A. ISIDORI: Nonlinear control systems - An introduction. Springer Verlag, Berlin, 1989.
  • [14] M. P. KAZMIERKOWSKI, and D.L. SOBCZUK: Sliding mode feedback linearized control of PWM inverter fed induction motor. IEEE IECON, 22nd Mt. Conf on Ind. Electronics, Control and Instrumentation, 1 (1996), 244-249.
  • [15] C. C. LEE: Fuzzy logic in control systems: fuzzy logic controller-part 1 (and part 2). IEEE Trans. on Systems, Man, and Cybernetics, 20(2), (1990), 404-418 and 419-435.
  • [16] M. O. MAHMOUDI, N. MADANI, N. F. BENKHORIS and F. BOUDJEMA: Cascade sliding mode control of field-oriented induction machine drive. Eur. Phys. J. AP7 (1999) 217-225.
  • [17] E. H. MAMDANI and S. ASSILIAN: An experiment in linguistic synthesis with a fuzzy logic controller. Mt. J. of Man-Machine Studies, 7(1), (1975), 1-13.
  • [18] R. MARINO and P. VALIGI: Nonlinear control of induction motors : a simulation study. European Control Conference, Grenoble, France, (1991), 1057-1062.
  • [18] J. M. MENDEL: Fuzzy logic systems for engineering: a tutorial. Proc. of the IEEE, 83(3), (1995), 345-377.
  • [19] R. PALM, D. DRIANKOV and H. HELLENDOORN: Model-based fuzzy control: Fuzzy gain schedulers and sliding mode fuzzy controllers. Springer Verlag, Berlin, 1996.
  • [21] M. H. PARK and K. S. KIM: Chattering reduction in the position control of induction motor using the sliding mode. IEEE Trans. PE-6 (1991), 317-325.
  • [22] W. PEDRYCZ: Identification in fuzzy systems. IEEE Trans. Syst. Man. & Cybernetics, 14 (1984), 361-366.
  • [23] H. SIRA-RAMIREZ: A geometric approach to pulse-width-modulated control design. Proc. 26th IEEE Conf. Decision and Control, Los Angeles, CA, (1987).
  • [24] J. J. SLOTINE and W. LI: Applied nonlinear control. Englewood Cliffs, NJ, Prentice Hall, 1991.
  • [25] M. SUGENO and T. YASUKAWA: A fuzzy logic based approach to qualitative modelling. IEEE Trans. Fuzzy Syst.,1 (1993), 7-31.
  • [26] Y. TANG and L. XU: Fuzzy logic application for intelligent control of a variable speed drive. IEEE Trans Energy Conversion, 9(4), (1994), 679-685.
  • [27] R. M. TONG: The construction and evaluation of fuzzy models. In Advances in Fuzzy Set Theory and Applications, M.M. Gupta, R.K. Regade, R.R. Yage (Ed). Amsterdam, The Netherlands, (1979), 559-576.
  • [28] G. T. TROJAN, J. B. KISZKA, M. M. GUPTA and P. N. NIKIFORUK: Solution of multivariable fuzzy equations. Fuzzy Sets end Systems, 22 (1987), 271-279.
  • [29] V. I. UTKIN: Sliding mode control and optimization. Springer-Verlag, Berlin, 1992.
  • [30] V. I. UTKIN: Sliding mode control design. Principles and application to electrical drives. IEEE Trans. Ind. Electron., (1993), 23-26.
  • [31] L. A. ZADEH: Fuzzy Sets. Information and Control, 8 (1965), 338-353.
  • [32] L. A. ZADEH: Outline of a new approach to the analysis of complex systems and decision processes. IEEE Trans. Syst., Man, Cybern., SMC-3, (1973), 28-44.
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