Neural Network Control for a Semi-Active Vehicle Suspension with a Magnetorheological Damper

JVC/Journal of Vibration and Control

Volumn 10, Issue 3, 2004, Pages 461-471

  Guo, D L ^a,b   Hu, H Y ^a   Yi, J Q ^b  

^a NANJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS   (China)

^b INSTITUTE OF AUTOMATION   (China)

Author keywords

Magnetorheological damper; Neural networks; Semi active control; Vehicle suspension; Vibration isolation

Indexed keywords

DAMPING; MAGNETIC FIELD EFFECTS; MAGNETIC FLUIDS; MAGNETIC HYSTERESIS; MATHEMATICAL MODELS; MULTILAYER NEURAL NETWORKS; NONLINEAR SYSTEMS; RHEOLOGY; STIFFNESS; VELOCITY CONTROL; VIBRATION CONTROL;

MAGNETORHEOLOGY; SEMI-ACTIVE CONTROL; VIBRATION ISOLATION;

VEHICLE SUSPENSIONS;

EID: 1642602609     PISSN: 10775463     EISSN: None     Source Type: Journal    
DOI: 10.1177/1077546304038968     Document Type: Article

References (10)

1. Ghaboussi, J., 1995, "Active control of structures using neural networks," Journal of Engineering Mechanics 121(4), 555-567.
2. Hać, A., 1985, "Suspension optimization of a 2-DOF vehicle model using a stochastic optimal control technique," Journal of Sound and Vibration 100(3), 343-357.
3. Hać, A., 1992, "Optimal linear preview control of active vehicle suspension," Vehicle System Dynamics 21, 167-195.
4. Krtolica, R. and Hrovat, D., 1992, "Optimal active suspension based on a half-car model: An analytical solution," IEEE Transactions on Automatic Control 137(4), 528-532.
5. Mistry, S. I., Chang, S. L., and Nair, S. S., 1996 "Indirect control of a class of nonlinear dynamic systems," IEEE Transactions on Neural Networks 7(4), 1015-1023.
6. Spencer, B. F. Jr, Johnson, E. A., and Ramallo, J. C., 2000, "Smart isolation for seismic control," JSME International Journal (Series C) 43(3), 704-711.
7. Taghirad Hamid, D. and Esmailzadeh, E., 1998, "Automobile passenger comfort assured through LQG/LQR active suspension," Journal of Vibration and Control 4, 603-618.
8. Weng, J. S., Hu, H. Y., and Zhang, M. K., 2000, "Experimental modeling of magnetorheological damper," Journal of Vibration Engineering 13(4), 616-620.
9. Winslow, W. M., 1949, "Contributed original research," Journal of Applied Physics 20, 1137-1140.
10. Yu, Z. S., 1981, Theory of Automobiles, Mechanical Industry Press, Beijing.