THE WAVELET ANALYSIS METHOD ON THE TRANSIENT SIGNAL

被引:0
|
作者
吴淼
机构
关键词
transient signals; short-time fourier transform; discrete wavelet transform;
D O I
暂无
中图分类号
TN911 [通信理论];
学科分类号
081002 ;
摘要
Many dynamic signals of mining machines are transient, such as load signals when roadheader’s cutting head being cut-in or cut-out and response signals produced by these loads.For these transient signals, the traditional Fourier analysis method is quite inadequate.The limitations of analysis, resolution by using Short-Time Fourier Transform (STFT) on them were discussed in this paper. Because of wavelet transform having the characteristics of flexible window and multiresolution analysis, we try to apply it to analyse these transient signal. In order to give a pratical example,using D18 wavelet and Mallat’s tree algorithm with MATLAB, the discrete wavelet transform was calculated for the simulating response signals of a three-degree-of freedom vibration system when it Was under impulse and random excitations. The results of the wavelet transform made clear its effectiveness and superiority in analysing transient signals of mining machines.
引用
收藏
页码:90 / 97
页数:8
相关论文
共 50 条
  • [1] Wavelet Filtering Method for Signal Analysis
    Fernandez-Lavin, Alfonso
    Ovando-Shelley, Efrain
    GEOTECHNICAL ENGINEERING IN THE XXI CENTURY: LESSONS LEARNED AND FUTURE CHALLENGES, 2019, : 130 - 137
  • [2] Model and method of adaptive filtering with wavelet transforms for transient signal
    College of Manufacturing Science and Engineering, Southwest University of Science and Technology, Mianyang 621010, China
    Jixie Gongcheng Xuebao, 2006, 8 (201-204):
  • [3] The Development of a Novel Transient Signal Analysis: A Wavelet Transform Approach
    Gomez-Luna, Eduardo
    Cuadros-Orta, Dixon E.
    Candelo-Becerra, John E.
    Vasquez, Juan C.
    COMPUTATION, 2024, 12 (09)
  • [4] Application of Wavelet Transform in Transient Signal
    Wang, Zheyuan
    Jiang, Li
    Xu, Minghu
    Zheng, Weigang
    MECHATRONICS ENGINEERING, COMPUTING AND INFORMATION TECHNOLOGY, 2014, 556-562 : 4711 - 4717
  • [5] Weak transient signal detection based on continuous wavelet and cumulant analysis
    Shark, LK
    Yu, C
    2002 6TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS I AND II, 2002, : 1851 - 1854
  • [6] Speech signal denoising method based on wavelet analysis
    Qi, ZY
    Xie, GH
    Dong, M
    Wang, XF
    Wavelet Analysis and Active Media Technology Vols 1-3, 2005, : 1320 - 1324
  • [7] A WAVELET PACKET APPROACH TO TRANSIENT SIGNAL CLASSIFICATION
    LEARNED, RE
    WILLSKY, AS
    APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 1995, 2 (03) : 265 - 278
  • [8] Research on signal analysis method based wavelet analysis and grey theory
    Song, Lijun
    Qu, Hongxing
    International Journal of Signal Processing, Image Processing and Pattern Recognition, 2015, 8 (09) : 239 - 248
  • [9] The Wavelet Analysis of the Vibroacoustic Signal Measurement in a Transient State Operation of Power Transformer
    Borucki, S.
    Cichon, A.
    Boczar, T.
    Zmarzly, D.
    ACTA PHYSICA POLONICA A, 2012, 122 (05) : 800 - 803
  • [10] Research on Simulation System for Power Transient Signal Analysis Based on Wavelet Theory
    Wang Lidi
    Wang Meng
    Han Chuncheng
    ADVANCED MATERIALS AND ENGINEERING MATERIALS, PTS 1 AND 2, 2012, 457-458 : 500 - +