Application of empirical mode decomposition in the impact-echo test

被引:58
作者
Lin, Chia-Ching [1 ]
Liu, Pei-Ling [1 ]
Yeh, Po-Liang [1 ]
机构
[1] Natl Taiwan Univ, Inst Appl Mech, Taipei 106, Taiwan
关键词
Impact-echo test; Empirical mode decomposition; Intrinsic mode function; Hilbert-Huang transform; Nondestructive test; CONTINUOUS WAVELET TRANSFORM; TIME-FREQUENCY ANALYSIS; ELASTIC-WAVES; SPECTRUM;
D O I
10.1016/j.ndteint.2009.03.003
中图分类号
TB3 [工程材料学];
学科分类号
082905 [生物质能源与材料];
摘要
This research develops a signal processing method for the impact-echo test based on the empirical mode decomposition (EMD) in the Hilbert-Huang transform (HHT). First, apply the decomposition to decompose the impact-echo signal into several intrinsic mode functions (IMF's). Then, the Fourier analysis is performed on each IMF. Examining the behaviors of the IMF's in the time and frequency domain, one can judge which IMF represents noise, echo wave, surface wave, or modal vibrations. Since the echo IMF has little influence from the other signals, one can locate the echo peak easily. Numerical simulations and model tests show that the proposed method is promising in the detection of internal cracks in concrete even when the vibration and noise signals are strong. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:589 / 598
页数:10
相关论文
共 22 条
[1]
Abraham O, 2000, ACI MATER J, V97, P645
[2]
Algernon D, 2005, P GERM SOC NOND TEST, P1
[3]
[Anonymous], 2003, IEEE EURASIP WORKSH
[4]
THE IMPACT-ECHO RESPONSE OF CONCRETE PLATES CONTAINING DELAMINATIONS - NUMERICAL, EXPERIMENTAL AND FIELD STUDIES [J].
CHENG, C ;
SANSALONE, M .
MATERIALS AND STRUCTURES, 1993, 26 (159) :274-285
[5]
Detecting rebars and tubes inside concrete slabs using continuous wavelet transform of elastic waves [J].
Chiang, CH ;
Cheng, CC .
JOURNAL OF MECHANICS, 2004, 20 (04) :297-302
[6]
Time-frequency analysis of the free vibration response of a beam with a breathing crack [J].
Douka, E ;
Hadjileontiadis, L .
NDT & E INTERNATIONAL, 2005, 38 (01) :3-10
[7]
Empirical mode decomposition as a filter bank [J].
Flandrin, P ;
Rilling, G ;
Gonçalvés, P .
IEEE SIGNAL PROCESSING LETTERS, 2004, 11 (02) :112-114
[8]
Goldsmith W., 1960, Impact: The Theory of Physical Behaviour of Colliding Solids
[9]
Hallquist JO, 2007, Livermore Softw Technol Corp, V970, P299
[10]
HUANG N, 2005, HILBERTHUANG TRANSFO