The Transactions of the Korean Institute of Electrical Engineers D (대한전기학회논문지:시스템및제어부문D)

The Korean Institute of Electrical Engineers (대한전기학회)
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A Study on Nonlinear PID Controller Design Using a Cell-Mediated Immune Response

세포성 면역 반응을 이용한 비선형 PID 제어기 설계에 관한 연구

  • 박진현 (진주산업대학교 메카트로닉스공학과) ;
  • 최영규 (부산대 전자전기정보컴퓨터공학부)
  • Published : 2003.05.01
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Abstract

In this paper, we propose a nonlinear variable PID controller using a cell-mediated immune response. An immune feedback response is based on the functioning of biological T-cells. An immune feedback response and P-controller of conventional PID controllers resemble each other in role and mechanism. Therefore, we extend immune feedback mechanism to nonlinear PE controller. And in order to choose the optimal nonlinear PID controller games, we also propose the on-line tuning algorithm of nonlinear functions parameters in immune feedback mechanism. The trained parameters of nonlinear functions are adapted to the variations of the system parameters and any command velocity. And the adapted parameters obtained outputs of nonlinear functions with an optimal control performance. To verify performances of the proposed control systems, the speed control of nonlinear BC motor is performed. The simulation results show that the proposed control systems are effective in tracking a command velocity under system variations.

Keywords

References

  1. Motohiro Kawafuku, Minoru Sasaki, and Kasuhiko Takahashi, 'Adaptive Learning Method of Neural NetWork Controller using an Immune Feedback Law,' Proceedings of the 1999 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, pp.641-646, 1999 https://doi.org/10.1109/AIM.1999.803243
  2. Jang-Sung Chun, Jeong-Pil Lim, Hyun-Kyo Jung and Joong-Suk Yoon, 'Optimization Design of Synchronous Motor with Parameter Correction Using Immune Algorithm,' IEEE Trans. On Energy Conversion, Vol. 14, No. 3, pp. 610-615, September, 1999 https://doi.org/10.1109/60.790923
  3. Kazuyuki Mori, Makoto Tsukiyama and Toyoo Fukuda, 'Adaptive Scheduling system Inspired by Immune Algorithm,' Proceeding of the 1998 IEEE International Conference on System, Man and Cybernetice, Vol. 4, pp. 3833-3837, 1998 https://doi.org/10.1109/ICSMC.1998.726685
  4. Manabu kawana, kunio Saito, Tomoyasu Hiramatsu, Michio Miyazaki, Noriyuki Nanba, 'A solving method of simultaneous Non-linear Equations by Using Dynamic Parametric IA with Meta GA,' T. IEE Japan, Vol. 119-C, No. 4, pp. 488-495, 1999
  5. Satoshi Endoh, Naruaki Toma, Koji Yamada, 'Immune algorithm for n-TSP,' Proceeding of the 1998 IEEE International Conference on System Man and Cybernetics Vol. 4, pp. 3844-3849, 1998 https://doi.org/10.1109/ICSMC.1998.726687
  6. A. Ishiguro, Y. Watanabe, and Y. Uchikawa, 'An Immunological Approach to Dynamic Behavior Control for autonomous Mobile Robot,' Proceeding of IROS'95, Vol. 1, pp.495-500, 1995 https://doi.org/10.1109/IROS.1995.525842
  7. A. Ishiguro, T. Kondo, Y. Watanabe, and Y. Uchikawa, 'Dynamic Behavior Arbitration of Autonomous Mobile Robot using Immune Networks,' Proceeding of ICEC'95, Vol. 2, pp.722-727, 1995 https://doi.org/10.1109/ICEC.1995.487474
  8. Yongshing Ding and Lihong Ren ,'Fuzzy Self-Tuning Immune Feedback Controller for Tissue Hyperthermia,' IEEE International conference on fuzzy Systems, vol. 1, pp.534-538, 2000 https://doi.org/10.1109/FUZZY.2000.838716
  9. Kazuhiko Takahashi and Takayuki Yamada, 'Application of an Immune Feedback Mechanism to Control System,' JSME International Journal, Series C, Vol. 41, No. 2, 1998
  10. 이영진, 이진우, 이권순,'세포성 면역 알고리즘을 이용한 AGV의 조향 제어기 설계에 관한 연구,' 제어 자동화 시스템 공학회 논문지, 제7권, 제10호, pp.827-836, 2001
  11. Kazuhiko Takahashi and Takayuki Yamada, 'A Self-Tuning Immune Feedback Controller for Controlling Mechanical Systems,' IEEE/ASME international Conference on Advanced Intelligent Mechatronics'97, pp.101, 1997 https://doi.org/10.1109/AIM.1997.652968
  12. 박진현, 최영규, '면역 피드백 메카니즘에 기초한 비선형 PID 제어기 설계,' 전기학회 논문지, 제52권, 제3호, pp. 134-141, 2003
  13. Sigeru Omatu, Marzuki Khalid and Rubiyah Yusof, Neuro-Control and Its Application, Springer, 1996