Design and implementation of an adaptive PID controller using single neuron learning algorithm

Proceedings of the World Congress on Intelligent Control and Automation (WCICA)

Volumn 3, Issue , 2002, Pages 2279-2283

  Qiang, Sheng ^a   Zhuang, Xianyi ^a   Wang, Changhong ^a   Gao, X Z ^b   Liu, Zilong ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

^b AALTO UNIVERSITY   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; COMPUTER SIMULATION; CONTROL SYSTEM SYNTHESIS; DC MOTORS; LEARNING ALGORITHMS; ROBUSTNESS (CONTROL SYSTEMS); SPEED CONTROL;

DELTA LEARNING RULES; FEEDBACK ERROR; HEBBIAN LEARNING RULES; SOFTWARE PACKAGE MATLAB; SOFTWARE PACKAGE SIMULINK; VIBRATORY STRESS RELIEF;

THREE TERM CONTROL SYSTEMS;

EID: 0036951296     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. B. B. Klauba, "Precise control of vibratory stress relief," Tooling & Production, pp. 64-66, Nov. 1983.
2. R. A. Claxton, and A. Lupton, "Vibratory stress relieving of welded fabrications," Welding & Metal Fabrication, pp. 541-544, Dec. 1991.
3. V. V. Volkov, and S. I. Orzhekauskas, "Vibratory stress relief of Titanium structures," Vibration Engineering, No. 2, pp. 59-66, 1988.
4. M. A. El-Sharkawi, and C. H. Huang, "Variable structure tracking of DC motor for high performance applications," IEEE Trans. Energy Conv., vol. 4, pp. 643-650, Dec. 1989.
5. Z. Y. Zhao, M. Tomizuka, and S. Isaka, "Fuzzy gain scheduling of PID controllers," IEEE Trans. Syst., Man, Cybern., vol. 23, pp. 1392-1398, Sep./Oct. 1993.
6. A. G. Barto, R. S. Sutton, and C. W. Anderson, "Neuronlike adaptive elements that can solve difficult learning control problems," IEEE Trans. Syst., Man, Cybern., vol. 13, pp. 834-846, Sep./Oct. 1983.
7. A. V. Levin and K. S. Narendra, "Control of nonlinear dynamical systems using neural networks: controllability and stabilization," IEEE Trans. Neural Networks, vol. 4, pp. 192-206, 1993.
8. S. Yanagawa, and I. Miki, "PID Auto-tuning controller using a single neuron for DC servomotor," Proc. IEEE Int. Symp. Ind. Electron., pp. 277-280, May 1992.
9. J. Hertz, A. Krogh, and R. G. Palmer, Introduction to the Theory of Neural Computation. Reading, MA: Addison-Wesley, 1991.