Envelope analysis based on the combination of Morlet wavelet and Kurtogram

被引:0
|
作者
Liang, Yu [1 ]
Yu, Guo [1 ]
Wu, Chuanhui [1 ]
Gao, Yan [1 ]
机构
[1] Kunming Univ Sci & Technol, Kunming 650093, Peoples R China
关键词
Rolling Element Bearing; Spectral Kurtosis; Wavelet; Envelope Analysis; SPECTRAL KURTOSIS;
D O I
10.4028/www.scientific.net/AMR.490-495.305
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Envelope analysis based on the combination of complex Morlet wavelet and Kurtogram have advantages of automatic calculation of the center frequency and bandwidth of required band-pass filter. However, there are some drawbacks in the traditional algorithm, which include that the filter bandwidth is not -3dB bandwidth and the analysis frequency band covered by the filter-banks are inconsistent at different levels. A new algorithm is introduced in this paper. Through it, both optimal center frequency and bandwidth of band-pass filter in the envelop analysis can be obtained adaptively. Meanwhile, it ensures that the filters in the filter-banks are overlapped at the point of -3dB bandwidth and the consistency of frequency band that the filter-banks covered.
引用
收藏
页码:305 / 308
页数:4
相关论文
共 50 条
  • [31] Identification of vibration characteristics parameters based on morlet wavelet transformation
    Institute of Rail Transit, Tongji University, Shanghai
    201804, China
    不详
    610031, China
    不详
    200092, China
    Tongji Daxue Xuebao, 12 (1860-1864):
  • [32] Extraction of moiré fringes' phase information based on the Morlet wavelet
    Cao, Zi-Mu
    Chen, Yun-Yun
    Jiang, Jian
    Cao, Zao-Lou
    Tu, Bing
    APPLIED OPTICS, 2024, 63 (08) : 1971 - 1981
  • [33] The Impact of Economic Development on Clean Energy Consumption in China: Based on Morlet Wavelet Transform Analysis
    Jiang, Chun
    Li, Kongjian
    Qi, Yaou
    RENEWABLE ENERGY AND ENVIRONMENTAL TECHNOLOGY, PTS 1-6, 2014, 448-453 : 4219 - 4223
  • [34] Filtering method based on optimal Morlet wavelet and its application in machine fault feature analysis
    Chongqing University, Chongqing 400030, China
    不详
    Zhongguo Jixie Gongcheng, 2008, 12 (1437-1441):
  • [35] Analysis of waveguide mode in THz metallic cylindrical waveguide based on complex Morlet wavelet transform
    Su, Hong
    Chen, Qiong-Zhou
    Liang, Hua-Wei
    Wang, Chun-dong
    Ruan, Shuang-Chen
    INTERNATIONAL SYMPOSIUM ON PHOTOELECTRONIC DETECTION AND IMAGING 2011: TERAHERTZ WAVE TECHNOLOGIES AND APPLICATIONS, 2011, 8195
  • [36] Detection of bearing defects using Hilbert envelope analysis and fast kurtogram demodulation method
    Eddine, Rouabhia Chemes
    Slimane, Bouras
    JOURNAL OF ELECTRICAL SYSTEMS, 2020, 16 (01) : 92 - 104
  • [37] Multifault Diagnosis of Rolling Element Bearings Using a Wavelet Kurtogram and Vector Median-Based Feature Analysis
    Nguyen, Phuong H.
    Kim, Jong-Myon
    SHOCK AND VIBRATION, 2015, 2015
  • [38] Improved harmonic wavelet packet kurtogram and its application
    Luo, R. (lragy0001@163.com), 1600, Shanghai Jiaotong University (48):
  • [39] An algorithm for the continuous Morlet wavelet transform
    B ssow, Richard
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2007, 21 (08) : 2970 - 2979
  • [40] Construction of a Morlet Wavelet Power Spectrum
    Hsuen-Chyun Shyu
    Yuh-Sien Sun
    Multidimensional Systems and Signal Processing, 2002, 13 : 101 - 111