Structural damage detection using frequency response functions and neural networks

SHMII-5 2011 - 5th International Conference on Structural Health Monitoring of Intelligent Infrastructure

Volumn , Issue , 2011, Pages

  Bandara, Rupika P ^a   Chan, Tommy H T ^a   Thambirathnam, David P ^a  

^a QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; CLASSIFICATION (OF INFORMATION); DAMAGE DETECTION; FREQUENCY RESPONSE; PATTERN RECOGNITION; PRINCIPAL COMPONENT ANALYSIS; STRUCTURAL ANALYSIS;

CONDITION ASSESSMENTS; DAMAGE CONDITION; DAMAGE IDENTIFICATION; DAMAGE INDEX; FREQUENCY RESPONSE FUNCTIONS; FUNCTION NETWORK; INPUT VARIABLES; NEURAL-NETWORKS; PRINCIPAL-COMPONENT ANALYSIS; STRUCTURAL DAMAGE DETECTION;

NEURAL NETWORKS;

EID: 85145872891     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. Aiko, F, Hisanori, O and Junji, K. 2006. Structural Damage Detection Method Using Uncertain Frequency Response Functions. Computer-Aided Civil and Infrastructure Engineering, 21(4): 292-305.
2. Banks, HT, Inman, DJ, Leo, DJ and Wang, Y 1996. An experimentally validated damage detection theory in smart structures. Journal of Sound and Vibration, 191(5): 859-880.
3. Maia, NMM., Silva, JMM., Almas, EAM. and Sampaio, RPC. 2003. Damage detection in structures: from mode shape to frequency response function methods. Mechanical Systems and Signal Processing, 17(3): 489-498.
4. Ni, YQ., Zhou, XT.and Ko, JM. 2006. Experimental investigation of seismic damage identification using PCA-compressed frequency response functions and neural networks. Journal of sound and vibration, 290(1-2): 242-263.
5. Yanfei, S. 2009. Combined Neural Network and PCA for Complicated Damage Detection of Bridge. Paper presented at the Natural Computation, 2009. ICNC '09. Fifth International Conference on.