A Self-Organizing Fuzzy Controller for an Active Suspension System

JVC/Journal of Vibration and Control

Volumn 9, Issue 9, 2003, Pages 1023-1040

  Huang, Shiuh Jer ^a   Lin, Wei Cheng ^a  

^a NATIONAL TAIWAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

Author keywords

Fuzzy control; Hydraulic system and active suspension; Self organizing

Indexed keywords

FUZZY CONTROL; HYDRAULICS; INTELLIGENT CONTROL; OSCILLATIONS; TIME VARYING SYSTEMS; VIBRATIONS (MECHANICAL);

HYDRAULIC SYSTEMS;

VEHICLE SUSPENSIONS;

EID: 0041779751     PISSN: 10775463     EISSN: None     Source Type: Journal    
DOI: 10.1177/107754603030675     Document Type: Article

References (22)

1. Abdel-Hady, M. B. A., 1994, "Active suspension with preview control," Vehicle System Dynamics 23, 1-13.
2. Chen, F. C. and Khalil, H.K., 1991, "Adaptive control of nonlinear systems using neural networks a dead zone approach," in Proceedings of the 1991 American Control Conference, pp. 667-672.
3. Cherry, A. S. and Jones, R. P., 1995, "Fuzzy logic control of an automotive suspension systems," IEE Proceedings D: Control Theory Applications 142(2), 149-160.
4. Hac, A., 1990, "Optimal linear preview control of active vehicle suspension," in Proceedings of the 29th IEEE Conference on Decision and Control, Part 5, Vol. 5, pp. 2779-2784.
5. Huang, S. J. and Chao, H.C., 2000, "Fuzzy logic controller for a vehicle active suspension system," Proceedings of the Institution of Mechanical Engineers D 214, 1-12.
6. Huisman, R. G. M., Veldaus, F. E., Voets, H. J. M., and Kok, J. J., 1993, "Optimal continuous time control strategy for active suspension with preview," Vehicle System Dynamics 22(1), 43-55.
7. Jang, R., 1992, "Self-learning fuzzy controllers based on temporal back propagation," IEEE Neural Networks 3, 714-723.
8. Langlois, R. G., Hanna, D. M., and Anderson, R. J., 1991, "Implementing preview control on an off-road vehicle with active suspension," Vehicle System Dynamics 20, 340-353.
9. Louam, N., Wilson, D. A., and Sharp, R. S., 1992, "Optimization and performance enhancement of active suspensions for automobiles under preview of the road," Vehicle System Dynamics 21(1), 39-63.
10. Maeda, M. and Murakami, S., 1992, "A self-tuning fuzzy controller," Fuzzy Sets Systems 47, 13-21.
11. Narendra, K. S. and Annaswamy, A.M., 1987, "A new adaptive law for robust adaptation without persistent excitation," IEEE Transactions on Automatic Control, 32(2), 134-145.
12. Procky, T. J. and Mamdani, E. H., 1979, "Linguistic self-organizing process controller," Automatica 15, 15-30.
13. Qiao, W. Z., Zhung, W. P., and Heng, T. H. 1992, "A rule self-regulating fuzzy controller," Fuzzy Sets Systems 47, 13-21.
14. Rao, M. V. C. and Prahlad, V., 1997, "A tunable fuzzy logic controller for vehicle active suspension system," Fuzzy Sets Systems 85, 11-21.
15. Ro, R I., Kim, C., and Kim, H., 1993, "Active suspension using fuzzy logic control," in Proceedings of American Control Conference, pp. 2252-2253.
16. Shao, S., 1988, "Fuzzy self-organizing controller and its application for dynamic processes," Fuzzy Sets Systems 26, 151-164.
17. Wang, L. X. and Mendel, M. J., 1992, "Generating fuzzy rules by learning from examples," IEEE Transactions on Systems, Man and Cybernetics 22, 1414-1427.
18. Yang, C. Z., 1992, "Design of real-time linguistic self-organizing fuzzy controller," MSc Thesis, Department of Mechanical Engineering, National Taiwan University.
19. Yeh, E. C. and Tsao, Y. J., 1994, "Fuzzy preview control scheme of active suspension for rough road," International Journal of Vehicle Designs 15, 166-180.
20. Yester, J. L. and McFall, R. H., 1992, "Fuzzy logic controller for active suspension," in Proceedings of Society of Automotive Engineers, paper P-260, pp. 259-270.
21. Yoshimura, T., Edokoro, K., and Ananthanarayana, M., 1993, "Active suspension model for rail/vehicle systems with preview and stochastic optimal control," Journal of Sound and Vibration 166(3), 507-519.
22. Zhang, B. S. and Edmunds, J. M., 1992, "Self-organizing fuzzy logic controller," IEE Proceedings D: Control Theory Applications 139(5), 460-464.