Generalized neural network based model for structural dynamic identification, analytical and experimental studies

Proceedings - Intelligent Information Systems, IIS 1997

Volumn , Issue , 1997, Pages 138-142

  Amini, F ^a   Chen, H M ^b   Qi, G Z ^c   Yang, J C S ^c  

^a UNIVERSITY OF THE DISTRICT OF COLUMBIA   (United States)

^b Multimedia Communications Inc   (United States)

^c UNIVERSITY OF MARYLAND   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

APARTMENT HOUSES; DYNAMIC MODELS; EARTHQUAKES; INFORMATION SYSTEMS; INFORMATION USE; STRUCTURAL DYNAMICS;

CIVIL ENGINEERING STRUCTURES; DYNAMIC IDENTIFICATION; EARTHQUAKE LOADINGS; GENERALIZED NEURAL NETWORK; MODEL IDENTIFICATION; NEURAL NETWORK APPLICATION; STRUCTURAL RESPONSE; TRAINED NEURAL NETWORKS;

NEURAL NETWORKS;

EID: 84939556348     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IIS.1997.645205     Document Type: Conference Paper

References (10)

1. G. Jenkins, D. Watts, Spectral analysis and Its Applications, Holden-Day, San Francisco, CA, 1968.
2. G. Box, G. Jenkins, Time Series Analysis and Control, Holden-Day, San Francisco, CA., 1976
3. G. Cybenko, "Approximation by Superpositions of a Sigmoidal Functions," Mathematics of Control, Signals and Systems, Vol. 2, pp. 303-314, 1989.
4. S. Masri, A. Chassiakos, T. Caughey, "Structure-Unknown Nonlinear Dynamics System Identification through Neural Networks," Smart Structure, Vol. 1, pp. 45-56, 1992.
5. S. Masri, A. Chassiakos, T. Caughey, "Identification of Nonlinear Dynamic System Using Neural Networks," Journal of Applied Mechanics, ASME, Vol. 60, pp. 123-133, 1993.
6. H. M. Chen, G. Z. Qi, J. C. S. Yang, F. Amini, "Neural Network for Structural Dynamic Identification," Journal of Engineering Mechanics, ASCE, Vol. 121, No. 12, Dec. 1995.
7. G. Z. Qi, J. C. S. Yang, F. Amini, "Neural Network for Identification and Control of Civil Engineering Structures," Neural Networks for Civil Engineers, Fundamentals and Applications, ASCE, New York, N.Y., 1997.
8. H,. M. Chen, "Neural Networks for Identification and Control of Structures under Dynamic Loading," Ph.D. Thesis, University of Maryland at College Park, MD, 1995.
9. L. C. Giles, B. Home, T. Lin, "Learning a Class of Large Finite State Mechanics with a Recurrent Neural Network," Technical Report, University of Maryland Institute for Advanced Computer Studies, College park, UMIACS-TR-94-94 and CS-TR-3328, 1994.
10. A. Nisar and S. Werner, "Assessment of UBC Seismic Design Provisions Using Recorded Building Motions," Proc. of the lffh Earthquake Engineering Conference, Vol. 13, pp. 5723-5728, 1992.