Accurate models for complex vehicle components using empirical methods

SAE Technical Papers

Volumn , Issue , 2000, Pages

  Barber, Andrew J ^a  

^a MTS Systems Corporation   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX NETWORKS; DYNAMICS; SHOCK ABSORBERS; VEHICLES;

ARBITRARY EXCITATIONS; CONVENTIONAL COMPUTERS; DYNAMICS MODELING; FREQUENCY-DEPENDENT COMPONENT; LABORATORY MEASUREMENTS; MULTIPLE INPUTS AND OUTPUTS; VEHICLE COMPONENTS; WIDE FREQUENCY RANGE;

BUSHINGS;

EID: 85072476187     PISSN: 01487191     EISSN: 26883627     Source Type: Journal    
DOI: 10.4271/2000-01-1625     Document Type: Conference Paper

References (12)

1. Cherkassky Vladimir, and Mulier, Filip, Learning from Data: Concepts, Theory, and Methods, John Wiley & Sons 1998.
2. Fash, J.W., Modeling of Shock Absorber Behavior using Artificial Neural Networks, SAE Technical Paper 940248 1994.
3. Giacomin, Joseph, Neural Network Simulation of an Automotive Shock Absorber, Engineering Applications of Artificial Intelligence,. Vol 4, No. 1, pp. 59-64, 1991.
4. Hagan Martin T., Demuth Howard B., Beale Mark, Neural Network Design. PWS Publishing Co., Boston, 1996
5. Ljung, Lennart, System Identification:Theory for the User., 2nd Ed PTR Prentice-Hall, Upper Saddle River, NJ 1999.
6. Narendra Kumpati S., Parthasarathy, Kannan, Identification and Control of Dynamical Systems Using Neural Networks, IEEE Trans. Neural Networks, Vol. 1, No. 1 March, 1990 pp. 4-27. (Pubitemid 20689507)
7. Porat Boaz, A Course in Digital Signal Processing, John Wiley & Sons 1996.
8. Sjoberg, Jonas, Lester S.H. Ngia, Neural Networks and Related Model Structures for Nonlinear System Identification, in Nonlinear Modeling: Advanced Blackbox Techniques, Suykens Johan A.K., and Vandewalle Joos, (Eds.), Kluwer Academic Publishing, 1998, pp 1-28.
9. Henry Stark, Woods, John, Probability, Random Processes, and Estimation Theory for Engineers, Prentice Hall, February 1994, pp 578-589
10. Weiner Donald D., Spina, John E., Sinusoidal Analysis and Modeling of Weakly Nonlinear Circuits, Van Nostrand Reinhold 1980.
11. Ziemer Rodger E., Tranter, William H., Fannin, D. Ronald, Signals and Systems, Continuous and Discrete, Macmillan Publishing, New York 1983.
12. Barber, A.J., Accurate Models for Bushings and Dampers using the Empirical Dynamics Method, Proceedings of the International ADAMS Users' Conference, Mechanical Dynamics GmbH. 1999.