Dynamic model updating using neural networks

Computer Assisted Mechanics and Engineering Sciences

Volumn 7, Issue 4, 2000, Pages 781-793

  Ziemiański, Leonard ^a   Miller, Bartosz ^a  

^a RZESZOW UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; FEEDFORWARD NEURAL NETWORKS; FREQUENCY RESPONSE; LEARNING ALGORITHMS; MATHEMATICAL MODELS; MULTILAYER NEURAL NETWORKS; PROBLEM SOLVING; RADIAL BASIS FUNCTION NETWORKS; STIFFNESS MATRIX;

FREQUENCY RESPONSE FUNCTION; MULTILAYER FEEDFORWARD NEURAL NETWORK;

DYNAMICS;

EID: 17744419398     PISSN: 1232308X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (10)

1. D.J. Ewins. Modal Testing: Theory and Practice. Letchworth: Research Studies Press, 1984.
2. M.I. Friswell, J.E. Motterhead. Finite Element Model Updating in Structural Dynamics. Kluwer Academic Publishers, Dordrecht, 1996.
3. S. Haykin. Neural Networks: a Comprehensive Foundation, 2-nd ed. Prentice Hall International, Inc., 1999.
4. R.I. Levin, N. A. J. Lieven. Dynamic finite element model updating using neural networks. Journal of Sound and Vibration, 210(5): 593-607, 1998.
5. R.I. Levin, N. A. J. Lieven. Dynamic finite element model updating using simulated annealing and genetic algorithms. Mechanical Systems and Signals Processing, 12(1): 91-120, 1998.
6. J.E. Motterhead, M.I. Friswell. Model updating in structural dynamics: a survey. Journal of Sound and Vibration, 167(2): 347-375, 1993.
7. H.G. Natke. Problems of model updating procedures: a perspective resumptions. Mechanical Systems and Signals Processing, 12(1): 65-74, 1998.
8. S. Ossowski. Algorithmic Approach to Neural Networks (in Polish). WNT, Warszawa, 1996.
9. Z. Waszczyszyn. Artificial neural networks in dynamics of structures (in Polish). IX Sympozjum Dynamiki Konstrukcji, Rzeszów-Jawor 1996, 107-127.
10. th International Conference Engineering Applications of Neural Networks, 177-182, Warszawa, 1999.