A soft computing approach to fuzzy sky-hook control of semiactive suspension

IEEE Transactions on Control Systems Technology

Volumn 11, Issue 6, 2003, Pages 786-798

  Caponetto, Riccardo ^a   Diamante, Olga ^b   Fargione, Giovanna ^a   Risitano, Antonino ^a   Tringali, Domenico ^a  

^a UNIVERSITY OF CATANIA   (Italy)

^b STMICROELECTRONICS   (Italy)

Author keywords

Car modeling; Fuzzy control; Genetic algorithms; Sky hook semiactive suspension system

Indexed keywords

AUTOMOBILE SUSPENSIONS; CONTROL SYSTEM SYNTHESIS; FUZZY SETS; GENETIC ALGORITHMS; MATHEMATICAL MODELS; OPTIMAL CONTROL SYSTEMS; OPTIMIZATION; RIDING QUALITIES; SYSTEM STABILITY; VIBRATION CONTROL;

CAR MODELING; SKY HOOK SEMIACTIVE SUSPENSION SYSTEM; SOFT COMPUTING;

FUZZY CONTROL;

EID: 0742301763     PISSN: 10636536     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCST.2003.819592     Document Type: Article

References (26)

1. S. B. Kiriczi and R. Kashaoi, "Robust stability analysis of LQG-controlled active suspension with model uncertainty using structured singular value μ method," Veh. Syst. Dynam., vol. 21, pp. 361-384, 1992.
2. D. Hrovat, "Application of optimal control to advanced automotive suspension design," Trans. ASME J. Dynam. Syst., Meas., Cantr., vol. 115, pp. 328-342, 1993.
3. M. Sunwoo, K. C. Cheak, and N. J. Huang, "Model reference adaptive control for vehicle active suspension systems," IEEE Trans. Ind. Electron., vol. 38, pp. 217-222, 1991.
4. E. C. Yeh and Y. J. Tsa, "A fuuy preview control scheme of active suspension for rought road," Int. J. Veh. Des., vol. 100, pp. 166-180, 1994.
5. C.-S. Ting, T. H. Li, and F. C. Kung, "Design of fuzzy controller for active suspension system," Mechatronics, vol. 5, pp. 365-383, 1995.
6. M. V. C. Rao and V. Prablad, "A tunable fuzzy logic controller for vehicle active suspension system," Fuzzy Sets Syst., vol. 85, pp. 11-21, 1997.
7. S.-J. Huang and H.-C. Chao, "Fuzzy logic controller for vehicle active suspension system," Proc. I MECH E Part D J. Automobile Engineering, vol. 214-D, pp. 1-12, 2000.
8. D. Konik et al., "Electronic damping control with continuously working damping valves (EDCC)-system descrip-tion and functional improvements," in Proc. Int. Symp. Advanced Vehicle Contr., AVEC'96, June 1996, pp. 87-104.
9. T. Nakayama et al., "Development of semi-active control system with PUDLIS," in Proc. Int. Symp Advanced Vehicle Contr., AVEC'96, June 1996, pp. 233-239.
10. D. Hrovat, D. L. Margolis, and M. Hubbard, "An approach toward the optimal semi-active suspensions," Trans. ASME J. Dynam. Syst., Meas. Contr., vol. 110-3, pp. 288-296, 1988.
11. M. Novak and M. Valasek, "A new concept of semi-active control of truck's suspension," in Proc. Int. Symp. Advanced Vehicle Control, AVEC'96, June 1996, pp. 141-151.
12. "Proprietor: STMicroelectronics," Inventor: R. Caponetto, O. Diamante, G. Fargione, A. Risitano, D. Tringali.
13. J. Emura, S. Kakizaki, F. Yamaoka, and M. Nakamura, "Development of the semi-active suspension system based on the sky-hook damper theory," presented at the SAE Int. Congr. Expos. Detroit, MI, Feb. 28-Mar. 3, 1994.
14. K. J. Kitching, D. J. Cole, and D. Cebon, "The development of a heavy vehicle semi-active damper," Cambridge Univ., Eng. Dept., Cambridge, U.K., Internal Rep., 1996.
15. D. Martinus, B. Soenarko, and Y. Nazaruddin, "Optimal control design with preview for semi-active suspension on half-vehicle model," in Conf. Decision and Control, Kobe, Japan, 1996, pp. 2798-2803.
16. M. Becker and K. P. Jaker, "Development of an active suspension system for a Mercedez-Benz Coach (O404)," Proc. IEEE Int. Symp. Computer-Aided Control System Design, pp. 146-151, Sept. 15-16, 1996.
17. D. Karnopp, M. J. Crosby, and R. A. Harwood, "Vibration control using selective force generators," Trans. AMSE J. Eng. Ind., vol. 96, pp. 619-626, 1974.
18. L. A. Zadeh, "Fuzzy logic=computing with words," IEEE Trans. Fuzzy Syst., vol. 4, pp. 103-111, May 1992.
19. L. Fortuna, G. G. Rizzotto, M. Lavorgna, G. Nunnari, M. G. Xibilia, and R. Caponetto, Soft Computing: New Trend and Applications. New York: Springer-Verlag, 2000.
20. D. E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning. Reading, MA: Addison Wesley, 1989.
21. J. H. Holland, Adaptation in Natural and Artificial Systems. Cambridge, MA: MIT Press, 1992.
22. Z. Michalewicz, Genatic Algorith+Data Structure=Evolutions Programs. New York: Springer-Verlag, 1996.
23. E. H. Mamdani, "Application of fuzzy algorithm for control a simple dynamic plant," Proc. IEEE, vol. 121, pp. 1585-1588, Dec. 1974.
24. E. H. Mamdani and S. Assiliam, "An experimental in linguistic synthesis with fuzzy logic controller," Int. J. Man-Mach. Stud., vol. 7, pp. 1-13, 1975.
25. O. Cordon, F. Herrera, F. Hoffman, and L. Magdalena, Genetic Fuzzy Systems. Singapore: World Scientific, 2002.
26. C. Karr, "Gentic algorithms for fuzzy controllers," AI Expert, vol. 6, pp. 26-33, 1991.