Combined neural network and PCA for complicated damage detection of bridge

5th International Conference on Natural Computation, ICNC 2009

Volumn 2, Issue , 2009, Pages 524-528

  Sun, Yanfei ^a  

^a SHANDONG UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BRIDGE DAMAGE; COMBINED NEURAL NETWORKS; DAMAGE STATE; DETECTION ALGORITHM; FREQUENCY RESPONSE FUNCTIONS; HIGH DIMENSIONAL DATA; INPUT DATAS; SELF-ORGANIZING MAP NEURAL NETWORK; STEEL BOX GIRDERS;

BOX GIRDER BRIDGES; COMPUTATIONAL EFFICIENCY; DAMAGE DETECTION; DATA REDUCTION; FEATURE EXTRACTION; FREQUENCY RESPONSE; PRINCIPAL COMPONENT ANALYSIS;

NEURAL NETWORKS;

EID: 77950609063     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNC.2009.580     Document Type: Conference Paper

References (6)

1. Olaf Huth, Glauco Feltrin and Johan Maeck et al, "Damage Identification Using Modal Data: Experiences on a Prestressed Concrete Bridge, Journal of Structural Engineering", December, 2005, pp. 1898-1910.
2. Heji Yu, Changzheng Chen and Xing Zhang et al, Intelligent Diagnosis based on Neural Networks, Metallurgical Industry Press, Beijing, 2000
3. S. F. Masri, A. W. Smyth, and A. G. Chassiakos et al, "Application of Neural Networks for Detection of Changes in Nonlinear Systems, Journal of Engineering Mechanics", July 2000, pp. 666-676
4. Zang. C. and Huff E. M. , "Combined Neural Network and Reduced FRF Techniques for Slight Damage Detection Using Measured Response Data", Archive of Applied Mechanics, vol.71, 2001, pp. 525-536 (Pubitemid 32828664)
5. Jiong Tang, "Frequency Response Based Damage Detection Using Principal Component Analysis", Proceedings of the 2005 IEEE, International Conference on Information Accquisition, June, 2005, pp. 407-412 (Pubitemid 46402543)
6. Bishop, C. M. fleurai Networks for Pattern Recognition, Oxford, Oxford University Press, 1995