Damage identification based on ridges and maxima lines of the wavelet transform

被引:45
作者
Haase, M [1 ]
Widjajakusuma, J
机构
[1] Univ Stuttgart, Inst comp Anwendungen, ICA 2, D-70569 Stuttgart, Germany
[2] Univ Stuttgart, Inst Mech Bauwesen, D-70569 Stuttgart, Germany
关键词
parameter identification; nondestructive testing; wavelet transform; maxima lines; ridges;
D O I
10.1016/S0020-7225(03)00026-0
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The paper analyses the transient vibration behaviour of structures using the continuous wavelet transform (CWT), which provides effective tools for detecting changes in the structure of the material. The advantage of the CWT over commonly used time-frequency methods like the Wigner-Ville and the Gabor transform is its ability to decompose signals simultaneously both in time (or space) and frequency (or scale) with adaptive windows. The essential information is contained in the maxima of the wavelet transform. From the ridges, the modal parameters of the decoupled modes can be extracted and the signal can be reconstructed. From the maxima lines, defects can be localized. This paper presents a new approach for the calculation of wavelet transform ridges and maxima lines, which is based on a direct integration of differential equations. The potential of the method is demonstrated by the analysis of the impact vibration response of different bars. (C) 2003 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:1423 / 1443
页数:21
相关论文
共 25 条
[1]  
ADDISON PS, 1997, 5 INT C INSP APR REP
[2]  
[Anonymous], 1998, PHYS A
[3]  
Carmona R., 1998, PRACTICAL TIME FREQU
[4]   Characterization of signals by the ridges of their wavelet transforms [J].
Carmona, RA ;
Hwang, WL ;
Torresani, B .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (10) :2586-2590
[5]  
CRANE R, 1998, MECH ENG HDB, P729
[6]   ASYMPTOTIC WAVELET AND GABOR ANALYSIS - EXTRACTION OF INSTANTANEOUS FREQUENCIES [J].
DELPRAT, N ;
ESCUDIE, B ;
GUILLEMAIN, P ;
KRONLANDMARTINET, R ;
TCHAMITCHIAN, P ;
TORRESANI, B .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1992, 38 (02) :644-664
[7]  
Ewins DJ., 1984, MODAL TESTING THEORY
[8]  
FELDMAN F, 1995, P 13 IMAC NASHV TECN, P637
[9]   NONLINEAR-SYSTEM VIBRATION ANALYSIS USING HILBERT TRANSFORM .1. FREE-VIBRATION ANALYSIS METHOD FREEVIB [J].
FELDMAN, M .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 1994, 8 (02) :119-127
[10]   On using the wavelet transform in modal analysis [J].
Gouttebroze, S ;
Lardies, J .
MECHANICS RESEARCH COMMUNICATIONS, 2001, 28 (05) :561-569