Neural network applications to vehicle's vibration analysis

Mechanism and Machine Theory

Volumn 38, Issue 1, 2003, Pages 27-41

  Yildirim, Şahin ^a   Uzmay, Ibrahim ^a  

^a ERCIYES UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

ACCELERATION; AUTOMOBILE SHOCK ABSORBERS; DAMPING; GROUND VEHICLES; NATURAL FREQUENCIES; RADIAL BASIS FUNCTION NETWORKS;

VIBRATIONAL RESPONSES;

VIBRATIONS (MECHANICAL);

EID: 0037209799     PISSN: 0094114X     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0094-114X(02)00092-7     Document Type: Article

References (10)

1. Dinca F., Teodoscu C. Nonlinear and Random Vibration. 1973;Academic Press, New York.
2. Ishihama T., Masao H., Seto M. Vehicle vibration reduction by transfer function phase control on hydraulic engine mounts. JSME International Journal Series C: Dynamics, Control, Robotics, Design and Manufacturing. 37:1994;536-541.
3. Liang B., Zhu D., Cai Y. Dynamic analysis of the vehicle-subgrade model of a vertical coupled system. Journal of Sound and Vibration. 245(1):2001;79-92.
4. Linkens D.A., Nyongesa H.O. Learning systems in intelligent control: an appraisal of fuzzy, neural and genetic algorithm control applications. IEE-Proceedings of the Control Theory Applications. 143(4):1996;367-386.
5. Meirovitch L. Elements of Vibration Analysis. 1977;Mc Graw-Hill, Tokyo.
6. Okamoto S., Toshio F., Tsuta T. Vibration control of driver-vehicle coupling system using optimal regulator. Transactions of the Japan Society of Mechanical Engineering. 1994;1534-1539.
7. Rouillard V., Sek M. Simulation of non-stationary vehicle vibrations. Proceedings of the I MECH E Part D Journal of Automobile Engineering. 215(10):2001;1069-1075(7).
8. I. Uzmay, Investigation of vehicle vibrations due to random excitation by road roughness, in: Proceedings of Second National Machine Design and Production Conference, 1986, pp. 159-165.
9. Yi T.Y., Nikravesh P.E. A method to identify vibration characteristics of modified structures for flexible vehicle dynamics. Proceedings of the I MECH E Part D Journal of Automobile Engineering. 216(1):2002;55-63.
10. S. Yildirim, I. Uzmay, Kinematics analysis of cranes using neural network, Proceedings of 16th IAARC/IFAC/IEEE International Symposium on Automation and Robotics in Construction (ISARC'99), 22-14 September, Madrid, Spain, (2), 1999, pp. 429-432