Modeling the Response of An Electrorheological Fluid Damper: Constitutive Models and Neural Networks

Intelligent Automation and Soft Computing

Volumn 2, Issue 4, 1996, Pages 339-354

  Burton, Scott A ^a   Makris, Nicos ^b   Konstantopoulos, Ioannis K ^a   Antsaklis, Panos J ^a  

^a University of Notre Dame   (United States)

^b Univ of California   (United States)

Author keywords

Constitutive models; ER dampers; Neural networks; Seismic protection of structures

Indexed keywords

EID: 23244466141     PISSN: 10798587     EISSN: 2326005X     Source Type: Journal    
DOI: 10.1080/10798587.1996.10750679     Document Type: Article

References (20)

1. Antsaklis, P. J., and M. A. Sartori. Neural networks in control systems, in Encyclopedia of Systems and Control, Supplementary Volume 2, M. G. Singh, Editor-in-chief, 1992.
2. Antsaklis, P. J. Neural networks for the intelligent control of high autonomy systems chapter 1 in Mathematical Approaches to Neural Networks, J. G. Taylor, ED., Elsevier, 1993, pp. 1-23.
3. Burton, S. A., I. K. Konstantopoulos, N. Makris, and P. J. Antsaklis. Modeling the response of a fluid damper: constitutive models and neural networks, in Proceedings of the 3rd IEEE Mediterranean Symposium on new Directions in Control and Automation, Limassol, Cyprus, July 1995, pp. 375-379.
4. Constantinou, M. C. and M. D. Symans. Seismic response of structures with supplemental damping. Struct. Design Tall Build., Vol. 2, 1993, pp. 77-92.
5. Ghaboussi, J., and A. Joghataie. Active control of structures using neural networks. Journal of Engineering Mechanics. ASCE, Vol. 121, No. 4, 1995, pp. 555-567.
6. Hertz, J., A. Krogh, R. G. Palmer. Introduction to the Theory of Neural Computation. Lecture Notes Volume 1, Santa Fe Institute Studies in the Sciences of Complexity. Redwood City, CA, Addison-Wesley Publishing Company, 1991.
7. Hou, Z., and P. J. Antsaklis. Identification and control of a powertrain system using neural networks, in Proceedings of the Symposium on Implicit and Nonlinear Systems. Univ. of Texas at Arlington, Ft. Worth, TX, December 1992.
8. Konstantopoulos, I. K., and P. J. Antsaklis. Controllers with diagnostic capabilities. A neural network implementation. Journal of Intelligent and Robotic Systems, Vol. 12, No. 3, May 1995, pp. 197-228.
9. Konstantopoulos, I. K., P. J. Antsaklis, G. A. Rovithakis. and M. A. Christodoulou. An introduction to control, FDI, and reconfiguration using neural networks, in Proceedings of the 2nd IEEE Mediterranean Symposium on new Directions in Control and Automation, Crete, Greece, June 1994, pp. 231-238.
10. Makris, N., G. F. Dargush, and M. C. Constantinou. Dynamic Analysis of Generalized Viscoelastic Fluids. Journal of Engineering Mechanics, ASCE, Vol. 119, No. 8, 1993. pp. 1663-1679.
11. Makris, N., D. Hill, S. Burton, and M. Jordan. Electrorheological fluid damper for seismic protection of structures, in Proceedings of SPJE, Smart Structures and Materials, (I. Chopra ed.) San Diego, CA, February 1995, pp. 184-194.
12. Makris, N., S. Burton, D. Hill, and M. Jordan. Analysis and design of an electrorheological damper for seismic protection os structures. Journal of Engineering Mechanics. ASCE, Vol. 122, No. 10, 1996. pp. 1003-1011.
13. Masri, S. F., A. G. Ghassiakos, and T. K. Caughey. Identification of nonlinear dynamic systems using neural networks. Journal of Applied Mechanics, Vol. 60, 1993, pp. 123-133.
14. Miller, T. W., R. S. Sutton, and P. J. Werbos, Editors. Neural Networks for Control. Cambridge, MA, MIT Press, 1990.
15. Moody, J. O., and P. J. Antsaklis. The dependence identification neural network construction algorithm. IEEE Transactions on Neural Networks. To appear in 1996.
16. Narendra K. S., and K. Parthasarathy. Identification and control of dynamic systems using neural networks. IEEE Transactions on Neural Networks, Vol. 1, 1990, pp. 4-27.
17. Poincare, H. The foundation of science. New York, Science, NY, 1929.
18. Shames, I. H., and F. A. Cozzarelli. Elastic and Inelastic Stress Analysis. Englewood Cliffs, NJ, Prentice Hall. 1992.
19. Tung, A. T., F. S. Wong, and W. Dong. Prediction of the spatial distribution of the modified mercalli intensity using neural networks. Earthquake Engineering and Structural Dynamics, Vol. 23, 1994, pp. 49-62.
20. Warwick, K., G. W. Irwin, and K. J. Hunt, Editors. Neural Networks for Control Systems. IEE Control Engineering Series. London, UK: Peter Peregrinus Ltd., 1992.