DEVELOPMENT OF AN ADAPTIVE NEURO-FUZZY CONTROLLER FOR AN IM DRIVE

Z.R. Huang and M. Nasir Uddin

References

  1. [1] M.N. Uddin, T.S. Radwan, & M.A. Rahman, Performances of fuzzy-logic-based indirect vector control for induction motor drive, IEEE Trans. Ind. Applications, September/October, 2002, pp. 1219–1225. 186 doi:10.1109/TIA.2002.802990
  2. [2] T. Chen & T.T. Sheu, Model reference neural network controller for induction motor speed control, IEEE Trans. on Energy Conv., June, 2002, pp. 157–163. doi:10.1109/TEC.2002.1009462
  3. [3] M.N. Uddin & H. Wen, Development of a self-tuned neurofuzzy controller for induction motor drives, Conf. Record 2004 IEEE IAS Ann. Meeting, pp. 2630–2636.
  4. [4] P. Grabowski & F. Blaabjerg, Direct torque neuro-fuzzy control of induction motor drive, DSP implementation, IEEE IECON Proc., 1998, pp. 657–662.
  5. [5] M.N. Uddin, M.A. Abido, & M.A. Rahman, Development and implementation of a hybrid intelligent controller for interior permanent magnet synchronous motor drive, IEEE Trans. Industry Appl. Publication, January/February 2004, pp. 68–76. doi:10.1109/TIA.2003.821797
  6. [6] G. Buja & M.P. Kazmierkowski, Direct torque control of PWM inverter-fed AC motors – A survey, IEEE Trans. on Industrial Electronics, August, 2004, pp. 744–757. doi:10.1109/TIE.2004.831717
  7. [7] A. Rubaai, D. Rickattes, & M.D. Kankam, Development and implementation of an adaptive fuzzy-neural network controller for brushless drives, IEEE Transactions on Industry Applications, 38(2), March/April 2002, pp. 441–447. doi:10.1109/28.993165
  8. [8] C.T. Lin & C.S.G. Lee, Neural fuzzy systems: a neuro-fuzzy synergism to intelligent systems (Prentice Hall, 1996).
  9. [9] Matlab, Simulink User Guide, Math Works Inc., 2003.
  10. [10] F. Rashidi, Sensorless speed control of induction motor derives using a robust and adaptive neuro-fuzzy based intelligent controller, Proceedings 2004 IEEE International Conference on Industrial Technology, ICIT, 2004, pp. 617–627. doi:10.1109/ICIT.2004.1490145

Important Links:

Go Back