Damage detection in time-varying beam structures based on wavelet analysis

被引:0
|
作者
You, Qiong [1 ]
Shi, Zhiyu [1 ]
Shen, Lin [2 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Aerosp Engn, Nanjing 210016, Jiangsu, Peoples R China
[2] Shanghai Inst Aerosp Syst Engn, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
time-varying; system identification; wavelet-Galerkin; Daubechies; scaling function; orthogonality; cantilever beam; HILBERT TRANSFORM; ONLINE IDENTIFICATION; SYSTEM-IDENTIFICATION; NATURAL FREQUENCIES; GALERKIN METHOD; MODEL;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Existing system identification methods are mostly dealing with local changes that are time-invariant. However, the process of local change in a real structure caused by damage is mostly time-varying, which can be modeled with a change in the physical parameters such as structural stiffness and damping. An identification algorithm for a time-varying beam system is proposed based on wavelet analysis. The response signal is firstly decomposed using the Daubechies wavelet scaling function. The governing differential equation of a structure is then transformed into a set of linear equations based on the orthogonality property of the scaling functions in a wavelet space. Finally, the proposed algorithm is illustrated with studies on a cantilever beam structure. The precision of identification with respect to different wavelet scales is investigated and discussed. Numerical results demonstrate that the proposed method can identify smoothly, periodically and abruptly time-varying physical parameters with excellent accuracy.
引用
收藏
页码:292 / 304
页数:13
相关论文
共 50 条
  • [31] Time-varying transient harmonics measurement based on wavelet transform
    Wang, JZ
    Ran, QW
    Wang, F
    Ji, YC
    [J]. POWERCON '98: 1998 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY - PROCEEDINGS, VOLS 1 AND 2, 1998, : 1556 - 1559
  • [32] Wavelet-based Visualization of Time-Varying Data on Graphs
    Valdivia, Paola
    Dias, Fabio
    Petronetto, Fabiano
    Silva, Claudio T.
    Nonato, L. G.
    [J]. 2015 IEEE CONFERENCE ON VISUAL ANALYTICS SCIENCE AND TECHNOLOGY, 2015, : 1 - 8
  • [33] Continuous wavelet based linear time-varying system identification
    Shan, Xiaoning
    Burl, Jeffrey B.
    [J]. SIGNAL PROCESSING, 2011, 91 (06) : 1476 - 1488
  • [34] An efficient transient analysis method for time-varying structures based on statistical energy analysis
    Chen, Qiang
    Fei, Qingguo
    Wu, Shaoqing
    Li, Yanbin
    Yang, Xuan
    [J]. MECHANICS RESEARCH COMMUNICATIONS, 2018, 91 : 93 - 99
  • [35] Topological FEM method for the analysis of time-varying structures
    Cao, ZY
    Liang, G
    Tang, SG
    [J]. COMMUNICATIONS IN NUMERICAL METHODS IN ENGINEERING, 2004, 20 (10): : 807 - 817
  • [36] Adaptation of the concept of modal analysis to time-varying structures
    Liu, K
    Kujath, MR
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 1999, 13 (03) : 413 - 422
  • [37] Impact Damage Assessment of Time-Varying Structures under Temperature Variations
    Lopez, I.
    Sarigul-Klijn, N.
    [J]. PROCEEDINGS OF THE FOURTH EUROPEAN WORKSHOP ON STRUCTURAL HEALTH MONITORING 2008, 2008, : 1064 - 1071
  • [38] Damage detection for laminated composite structures with wavelet analysis
    Meng, Zhaobo
    Hu, Weibing
    Yan, Yunju
    [J]. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON HEALTH MONITORING OF STRUCTURE, MATERIALS AND ENVIRONMENT, VOLS 1 AND 2, 2007, : 183 - +
  • [39] Research advance for damage detection of structures by wavelet analysis
    Han, Jian-Gang
    Ren, Wei-Xin
    Sun, Zeng-Shou
    [J]. Advances in Structural Engineering:Theory and Applications Vols 1 and 2, 2006, : 832 - 838
  • [40] A wavelet based data coupling method for spatial damage detection in beam-type structures
    Zhao, Jianwei
    Zhou, Zhuo
    Guan, Deqing
    Guo, Jia
    [J]. PLOS ONE, 2023, 18 (08):