DOI QR코드

DOI QR Code

Intelligent Fuzzy Controller for Nonlinear Systems

  • Joo, Young-Hoon (School of Electronic and Information Engineering, Kunsan University, Chonbuk) ;
  • Lee, Sang-Jun (School of Electronic and Information Engineering, Kunsan University, Chonbuk) ;
  • Oh, Jae-Heung (School of Electronic and Information Engineering, Kunsan University, Chonbuk)
  • 발행 : 2002.06.01

초록

In this paper, we proposed an intelligent digital redesign method for a class of fuzzy-model-based controllers, effective fur stabilization of continuous-time nonlinear systems. The TS fuzzy model is used to expend the results of the digital redesign technique to nonlinear systems. The proposed method utilized the recently developed LMI technique to obtain a digitally redesigned fuzzy-model-based controller. The intelligent digital redesign problem is converted to equivalent problem, and the LMI method is used to find the digitally redesigned fuzzy-model-based controller. The stabilization conditions of TS fuzzy model are derived for stabilization in the sense of Laypunov stability. In order to demonstrates the effectiveness and feasibility of the proposed controller design methodology, we applied this method to the single link flexible-joint robot arm.

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참고문헌

  1. L.S. Shieh, W. Wang and M .K Panicker. 'Design of PAM and PWM Digital Controllers for Cascaded Analog Systems.' ISA Trans. Vol.37. pp.201- 213 1998 https://doi.org/10.1016/S0019-0578(98)00026-3
  2. L.S. Shieh, X. M. Zhao and J. W.Sunkel ,'Hybrid State-space Self-tuning Control using Dual-rate Sampling' IEE PROCEEDINGS-D, Vol. 138 , No. 1, 1991
  3. L.S. Shieh, W. Wang and J. W. Sunkel. 'Design of PAM and PWM Controllers for Sampled-Data Interval Systems.' ASME, J. of Dynamic Systems, Measwement and Control, Vol 123, pp.673-682 1996
  4. G. Chen, 'Intelligent Identification and Control of Chaotic Dynamics', IEEE Symp. Circuits and Systems, pp.5-8, 1996
  5. Y. H. Joo, L. S. Shieh and G. R. Chen, 'Hybrid State-Space Fuzzy-ModeI-Based Controller with Dual-Rate Sampling for the Digital Control of Chaotic Systems', IEEE Trans. on Fuzzy Systems, Vol. 7, No. 4, pp.394-408, Aug. 1999 https://doi.org/10.1109/91.784199
  6. H.O. Wang. K. Tanaka and M.F. Griffin, 'Parallel Distributed Compensation of Nonlinear Systems by Takagi-Sugeno fuzzy model'. Proc.Fuzzy IEEE/IFES '95, pp. 531-538,1995
  7. H.O. Wang. K. Tanaka and M.E. Griffin, 'An Analytical Framework of Fuzzy Modeling and Control of Nonlinear Systems: Stability and design issues', in Proc.1995 Amer. Contr. Conf.. pp 2272-2276, 1995
  8. S. Goyd, 'Linear Matrix Inequalities in Systems and Control Theory,' SIAM, Philadelphia, PA 1994
  9. K. Tanaka and M. Sugeno, 'Stability Analysis and Design of Fuzzy Control Systems', Fuzzy Sets and Systems, Vol. 45, No. 2, pp.135-156, 1992 https://doi.org/10.1016/0165-0114(92)90113-I