Wavelet-based technique for structural damage detection

被引:39
作者
Beskhyroun, Sherif [1 ]
Oshima, Toshiyuki [1 ]
Mikami, Shuichi [1 ]
机构
[1] Kitami Inst Technol, Dept Civil Engn, Kitami, Hokkaido 0908507, Japan
关键词
damage detection; health monitoring; wavelet transform; IDENTIFICATION;
D O I
10.1002/stc.316
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
A wavelet-based technique is proposed for structural damage detection and health monitoring. In this technique, characteristics of representative vibration signals under the wavelet transformation are examined for damage identification. The proposed method is based on only the output data without the need for measuring the excitation forces, any modal identification or numerical models. The method is described theoretically and verified both experimentally and numerically using a railway steel bridge. The applicability of utilizing piezoelectric actuators for exciting large structures such as steel bridges is also investigated in this paper. Several damage scenarios were introduced to the test structure by removing bolts from some stiffeners located on the web of the main girder. Similar damage scenarios were introduced to the finite element model of the test structure. The results indicate that the current approach can identify the location of small damage effectively. The proposed method combined with the use of piezoelectric actuators is shown to be very suitable for continuous health monitoring of steel bridges. Copyright (C) 2009 John Wiley & Sons, Ltd.
引用
收藏
页码:473 / 494
页数:22
相关论文
共 18 条
[1]  
[Anonymous], CBMS NSF REGIONAL C
[2]  
Beskhyroun S., 2005, J APPL MECH, V8, P73, DOI [10.2208/journalam.8.73, DOI 10.2208/JOURNALAM.8.73]
[3]   ENTROPY-BASED ALGORITHMS FOR BEST BASIS SELECTION [J].
COIFMAN, RR ;
WICKERHAUSER, MV .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1992, 38 (02) :713-718
[4]  
Gurley K, 1999, ENG STRUCT, V21, P149
[5]   Wavelet packet based damage identification of beam structures [J].
Han, JG ;
Ren, WX ;
Sun, ZS .
INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES, 2005, 42 (26) :6610-6627
[6]   DETECTION OF CRACKS IN STRUCTURES USING MODAL TEST DATA [J].
KAM, TY ;
LEE, TY .
ENGINEERING FRACTURE MECHANICS, 1992, 42 (02) :381-387
[7]   Identification of nonlinear structural dynamic systems using wavelets [J].
Kitada, Y .
JOURNAL OF ENGINEERING MECHANICS-ASCE, 1998, 124 (10) :1059-1066
[8]   A THEORY FOR MULTIRESOLUTION SIGNAL DECOMPOSITION - THE WAVELET REPRESENTATION [J].
MALLAT, SG .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1989, 11 (07) :674-693
[9]  
*MATH WORKS INC, 2007, MATLAB US GUID
[10]  
*MATH WORKS INC, 2007, MATLAB REF GUID