Output only modal identification and structural damage detection using time frequency & wavelet techniques

被引:3
|
作者
S.Nagarajaiah [1 ]
B.Basu [2 ]
机构
[1] Dept.of Civil & Environmental Eng.and Dept.of Mechanical Eng.& Material Sc.,Rice University
[2] Dept.of Civil,Structural,& Environmental Eng.,Trinity College Dublin
基金
美国国家科学基金会;
关键词
Time-frequency methods; short time Fourier transform; Hilbert transform; wavelets; modal identif ication; output only; structural health monitoring; damage detection;
D O I
暂无
中图分类号
TP391.41 [];
学科分类号
080203 ;
摘要
The primary objective of this paper is to develop output only modal identifi cation and structural damage detection.Identif ication of multi-degree of freedom(MDOF) linear time invariant(LTI) and linear time variant(LTV-due to damage) systems based on Time-frequency(TF) techniques-such as short-time Fourier transform(STFT),empirical mode decomposition(EMD),and wavelets-is proposed.STFT,EMD,and wavelet methods developed to date are reviewed in detail.In addition a Hilbert transform(HT) approach to determine frequency and damping is also presented.In this paper,STFT,EMD,HT and wavelet techniques are developed for decomposition of free vibration response of MDOF systems into their modal components.Once the modal components are obtained,each one is processed using Hilbert transform to obtain the modal frequency and damping ratios.In addition,the ratio of modal components at different degrees of freedom facilitate determination of mode shape.In cases with output only modal identifi cation using ambient/random response,the random decrement technique is used to obtain free vibration response.The advantage of TF techniques is that they are signal based;hence,can be used for output only modal identifi cation.A three degree of freedom 1:10 scale model test structure is used to validate the proposed output only modal identif ication techniques based on STFT,EMD,HT,wavelets.Both measured free vibration and forced vibration(white noise) response are considered.The secondary objective of this paper is to show the relative ease with which the TF techniques can be used for modal identifi cation and their potential for real world applications where output only identifi cation is essential.Recorded ambient vibration data processed using techniques such as the random decrement technique can be used to obtain the free vibration response,so that further processing using TF based modal identifi cation can be performed.
引用
收藏
页码:583 / 605
页数:23
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