A Novel Sliding Mode Fuzzy Control based on SVM for Electric Vehicles Propulsion System
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Abstract
This paper presents a new sliding mode fuzzy control (SMFC) scheme for torque control of induction motors of the electric vehicles propulsion system. The control principle is based on sliding mode fuzzy control combined with space vector modulation (SVM) technique. The sliding mode fuzzy control contributes to the robustness of induction motor wheel drives of the electric vehicle propulsion system, and the space vector modulation improves the torque, flux, and current steady-state performance by reducing the ripple. The Lyapunov direct method reinforced with fuzzy logic is used to ensure the reaching and sustaining of sliding mode and stability of the control system. The performance of the proposed system is compared with those of conventional sliding mode controller and classical PI controller. Finally, computer simulation results verify the validity of the proposed method and show that the proposed control scheme provides robust dynamic characteristics with low torque ripple.
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References
[2] C. A. Martins and A. S. Carvalho, “Technological trends in induction motor electrical drives," IEEE Power Tech, 2001.
[3] Tripathi, R. S. Anbarasu and R. Somakumar, “Control of ac motor drives: performance evaluation of industrial state of art and new techinique," IEEE Int. Conf. Industrial Tech. (ICIT), pp. 3049–3054, 2006.
[4] M. Rodic and K. Jezernik, “Speed-sensorless sliding mode torque control of an induction motor," IEEE Trans. Ind. Electron., vol. 49, pp. 87–95, 2002.
[5] F. Chen and M. W. Dunnigan, “Sliding-mode torque and flux control of an induction machine," IEE Proc.: Electr. Power Appl., vol. 150, pp. 227–236, 2003.
[6] F. Barrero, A. Gonzalez, A. Torralba, E. Galvan and L. G. Franquelo, “Speed control of induction motors using a novel fuzzy sliding-mode structure," IEEE Trans. Fuzzy Syst., vol. 10, pp. 375–383, 2002.
[7] V. I. Utkin, “Sliding Modes in Control and Optimization," Springer-Verlag, Berlin, 1992.
[8] V. I. Utkin, “Sliding mode control design principles and applications to electric drives," IEEE Trans. Ind. Electron., vol. 40, pp. 23–36, 1993.
[9] F. Song and S. M. Smith, “A comparison of sliding mode controller and fuzzy sliding mode controller," NAFIPS’2000, The 19th Int. Conference of the North American Fuzzy Information
Processing Society, pp. 480–484, 2000.
[10] S. B. Choi, C. C. Cheong and D. W. Park, “Moving switching surfaces for robust control of second order variable structure systems," Int. J. of Control, vol. 58, no. 1, pp. 229–245, 1993.
[11] Q. P. Ha, D.C. Rye and H.F. Durrant-Whyte, “Fuzzy moving sliding mode control with application to robotic manipulators," Automatica, vol. 35, pp. 607–616, 1999.
[12] H. Lee, E. Kim, H. Kang and M. Park, “Design of sliding mode controller with fuzzy sliding surfaces," IEE Proc. Control Theory and Applications, vol. 145, no. 5, 1998.
[13] H. Temeltas, “A fuzzy adaptation technique for sliding mode controllers," Proc. IEEE Int. Symposium on Intelligent Control, Columbus, Ohio, USA, pp. 15–18, 1994.
[14] S. W. Kim and J. J. Lee, “Design of a fuzzy controller with fuzzy sliding surface," Fuzzy Sets and Systems, vol. 71, pp. 359–367, 1995.
[15] R. Soto and K. S. Yeung, “Sliding-mode control of induction motor without flux measurement," IEEE Trans. Ind. Appl., vol. 31, pp. 744–750, 1995.
[16] Z. Yan, C. Jin, and V. I. Utkin, “Sensorless sliding-mode control of induction motors," IEEE Trans. Ind. Electron., vol. 47, pp. 1286–1297, 2000.
[17] A. Benchaib, A. Rachid, and E. Audrezet, “Realtime sliding-mode observer and control of an induction motor," IEEE Trans. Ind. Electron., vol. 46, pp. 128–137, 1999.
[18] C. Lascu, and A. M. Trzynadlowski, “Combining the principles of sliding mode, direct torque control, and space-vector modulation in a highperformance sensorless AC drive," IEEE Trans. Ind. Appl., vol. 40, pp. 170–176, 2004.
[19] J. Holtz, “Pulse width modulation for electronic power conversion," IEEE Proc., vol. 82, pp. 1194–1213, 1994.
[20] K. Zhou and D. Wang, “Relationship between space vector modulation and three-phase carrierbased PWM: A comprehensive analysis," IEEE Trans. Ind. Electron., vol. 49, pp. 186–196, 2002.
[21] W. Perruquetti, “Sliding Mode Control in Engineering," Marcel Dekker, Inc., New York, 2002.
[22] M. Tursini, R. Petrella and F. Parasiliti, “Adaptive sliding-mode observer for speed-sensorless control of induction motors," IEEE Trans. Ind. Appl., vol. 36, pp. 1380–1387, 2000.
[23] A. Nasri, A. Hazzab, I. K. Bousserhane, S. Hadjeri and P. Sicard, “Fuzzy-Sliding Mode Speed Control for Two Wheels Electric Vehicle Drive," Journal of Electrical Engineering & Technology, Vol. 4, no. 4, pp. 499–509, 2009.
[24] 24_28 M. K. Passino, “Fuzzy control," Addison-Wesley, London, 2000.