On applicability of Hilbert-Huang transform for vibration analysis of a two-member truss

被引:0
作者
机构
[1] Department of Civil Engineering, National Taiwan University, Taipei
[2] National Yunlin University of Science and Technology, Yunlin
来源
Yang, Y. B. (ybyang@ntu.edu.tw) | 1600年 / Taylor and Francis Ltd.卷 / 05期
关键词
fast Fourier transform; geometric nonlinearity; Hilbert-Huang transform; instantaneous frequency; stationary process; truss;
D O I
10.1080/19373260.2012.663464
中图分类号
学科分类号
摘要
The Hilbert-Huang transform (HHT) proposed for treating the time history data of nonlinear dynamic systems comprises two parts: the empirical mode decomposition and the Hilbert transform. In this study, focus is placed on the physical interpretation of the HHT results for an elastic two-member truss, for which the nonlinear behaviour can be clearly interpreted at various stages of excitation, from nearly linear, nonlinear, period-doubling, to chaotic. The instantaneous frequency of the truss is computed using the HHT or derivative-based HHT. In each case, the result obtained by the fast Fourier transform is also presented for comparison. It is concluded that the enforcement by the HHT of the data set to be symmetric with respect to the local zero mean in extracting the intrinsic mode functions may result in frequencies that are not physically meaningful. Care needs to be taken when using HHT for interpreting the frequency contents of a nonlinear structure. © 2012 Copyright Taylor and Francis Group, LLC.
引用
收藏
页码:67 / 78
页数:11
相关论文
共 50 条
  • [1] ON THE APPLICABILITY OF HILBERT-HUANG TRANSFORM FOR ANALYSIS OF A TWO-MEMBER TRUSS IN VIBRATION
    Yang, Y. B.
    Chen, C. T.
    Chang, K. C.
    PROCEEDINGS OF THE IJSSD SYMPOSIUM 2012 ON PROGRESS IN STRUCTURAL STABILITY AND DYNAMICS, 2012, : 151 - 161
  • [2] Vibration Signal Analysis Based on Hilbert-Huang Transform
    Hu, Ai-jun
    Xiang, Ling
    Tang, Gui-ji
    ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 5, PROCEEDINGS, 2008, : 646 - 650
  • [3] Blasting Vibration Signal Analysis based on Hilbert-Huang Transform
    Li Dong
    Fang Xiang
    Liu Hao-quan
    Guo Tao
    Wu Guang-hua
    ADVANCED MATERIALS AND COMPUTER SCIENCE, PTS 1-3, 2011, 474-476 : 2279 - 2285
  • [4] Vibration analysis of a cracked rotor using Hilbert-Huang transform
    Guo, D.
    Peng, Z. K.
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2007, 21 (08) : 3030 - 3041
  • [5] Application of Hilbert-Huang Transform to Vibration Signal Analysis of Coal and Gangue
    Liu, Wei
    ADVANCES IN SCIENCE AND ENGINEERING, PTS 1 AND 2, 2011, 40-41 : 995 - 999
  • [6] Analysis of cardiac abnormalities using Hilbert-Huang transform
    Sikkandar, Mohamed Yacin
    Akshayaa, V.
    Dinesh, Acharya Divya
    Sree, L. Dinikshaa
    INTERNATIONAL JOURNAL OF BIOMEDICAL ENGINEERING AND TECHNOLOGY, 2013, 13 (01) : 69 - 86
  • [7] Hilbert-Huang transform analysis of storm waves
    Ortega, J.
    Smith, George H.
    APPLIED OCEAN RESEARCH, 2009, 31 (03) : 212 - 219
  • [8] Hilbert-Huang Transform and the Application
    Liu, Yi
    An, Hao
    Bian, Shuangshuang
    PROCEEDINGS OF 2020 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INFORMATION SYSTEMS (ICAIIS), 2020, : 534 - 539
  • [9] Application of Hilbert-Huang transform for vibration signal analysis in end-milling
    Susanto, Agus
    Liu, Chia-Hung
    Yamada, Keiji
    Hwang, Yean-Ren
    Tanaka, Ryutaro
    Sekiya, Katsuhiko
    PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY, 2018, 53 : 263 - 277
  • [10] The summary of Hilbert-Huang transform
    Song Shi-De
    Yao Zhi-chao
    Wang Xiao-na
    INTERNATIONAL SYMPOSIUM ON PHOTOELECTRONIC DETECTION AND IMAGING 2013: INFRARED IMAGING AND APPLICATIONS, 2013, 8907