A neural network-based damage detection algorithm using dynamic responses measured in civil structures

NCM 2009 - 5th International Joint Conference on INC, IMS, and IDC

Volumn , Issue , 2009, Pages 682-685

  Choo, Jinkyo F ^a   Ha, Dong Ho ^a   Koh, Hyun Moo ^b  

^a Konkuk University   (South Korea)

^b Seoul National University   (South Korea)

Author keywords

Component; Damage detection; Dynamic responses; Neural networks; Restoring force; Time history

Indexed keywords

ACCURATE ESTIMATION; CIVIL STRUCTURE; COMPONENT; DAMAGE EVENTS; DAMAGE PARAMETER; DIRECT USE; NEURAL OPERATIONS; REAL TIME; RESTORING FORCE; RESTORING FORCES; SHEAR BUILDINGS; TIME HISTORY;

ALGORITHMS; CONCRETE BRIDGES; DYNAMIC RESPONSE; INFORMATION MANAGEMENT; LOCATION; NEURAL NETWORKS; SEMICONDUCTOR STORAGE; STRUCTURAL MEMBERS;

DAMAGE DETECTION;

EID: 73549089277     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NCM.2009.161     Document Type: Conference Paper

References (6)

1. J.F. Choo, Neural Network-based Damage Detection Technique for Nonlinear Structural Systems using Dynamic Responses, Doctoral dissertation, Seoul National University, 2004, 195 pp.
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3. H.M. Koh, "Cost-Effectiveness Analysis for Seismic Isolation of Bridges," Proc. Third Conf. on Structural Control, 2002, Como, Italy.
4. nd Intern. Conf. on Sturtucral Health Monitoring of Intelligent Infrastructure, 2005, Shenzhen, China.
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6. S.F. Masri, A.W. Smyth, A.G. Chassiakos and T.K. Caughey, "Application of neural networks for detection of changes in nonlinear systems," J. Engng. Mechanics, 2000, ASCE 126(7): 666-676.