Blasting Vibration Signal Analysis based on Hilbert-Huang Transform

被引:3
|
作者
Li Dong [1 ]
Fang Xiang [1 ]
Liu Hao-quan [1 ]
Guo Tao [1 ]
Wu Guang-hua [1 ]
机构
[1] PLA Univ Sci & Technol, Engn Inst Engn Corps, Nanjing 210007, Jiangsu, Peoples R China
关键词
blasting vibration; empirical mode decomposition; intrinsic mode function; Hilbert-Huang transform;
D O I
10.4028/www.scientific.net/KEM.474-476.2279
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper introduces the empirical mode decomposition and Hilbert transform principle. The validity and superiority of Hilbert-Huang transform is proved by MATLAB simulation experiment on computer. Finally, HHT method is used to analyze the collected blasting vibration signal as an example. Research shows that EMD method can process this kind of non-stationary signal such as blasting vibration effectively. Each IMF component decomposed by EMD has clear physical meaning. IMF is determined by signal itself. It has no base function and is adaptive. It can extract main characteristics of signal change and is suitable for analysis of blasting vibration signal which has the features of fast mutation and attenuation. The distribution of time-frequency-energy can be quantitatively described by HHT.
引用
下载
收藏
页码:2279 / 2285
页数:7
相关论文
共 50 条
  • [41] Non-stationary Signal Analysis Based on Hilbert-Huang Transform and Median Filter
    Wang, Xiaoli
    Wang, Dianhong
    MODERN TECHNOLOGIES IN MATERIALS, MECHANICS AND INTELLIGENT SYSTEMS, 2014, 1049 : 1694 - 1697
  • [42] Magnetotelluric signal spectrum estimation method based on Hilbert-Huang transform
    Cai, Jian-Hua
    Tang, Jing-Tian
    Shiyou Diqiu Wuli Kantan/Oil Geophysical Prospecting, 2010, 45 (05): : 762 - 767
  • [43] A Method for Time-Frequency Feature Extraction from Vibration Signal Based on Hilbert-Huang Transform
    Jiao, Weidong
    2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 8460 - 8464
  • [44] Analysis of temperature time series based on Hilbert-Huang Transform
    马皓
    邱翔
    罗剑平
    顾品强
    刘宇陆
    Journal of Hydrodynamics, 2015, 27 (04) : 587 - 592
  • [45] Analysis and Evaluation of Muscle Fatigue Based on Hilbert-Huang Transform
    Xie Ying
    PROCEEDINGS OF THE 21ST PAN-ASIAN CONGRESS OF SPORTS AND PHYSICAL EDUCATION, VOL 4: APPLICATION OF PHYSIOLOGY AND PSYCHOLOGY IN SPORTS, 2010, : 242 - 245
  • [46] Research on vibration effect of tunnel blasting based on an improved Hilbert–Huang transform
    Yan Zhao
    Ren liang Shan
    Hai long Wang
    Environmental Earth Sciences, 2021, 80
  • [47] Safety Evaluation and Application of Blasting Vibration Based on an Improved Hilbert–Huang Transform
    Hailong Wang
    Yan Zhao
    Renliang Shan
    Yonghui Wei
    Dong Liu
    Jie Dong
    Rock Mechanics and Rock Engineering, 2023, 56 : 3971 - 3991
  • [48] Analysis of temperature time series based on Hilbert-Huang Transform
    Ma Hao
    Qiu Xiang
    Luo Jian-ping
    Gu Pin-qiang
    Liu Yu-lu
    JOURNAL OF HYDRODYNAMICS, 2015, 27 (04) : 587 - 592
  • [49] Nonlinear system analysis based on Hilbert-Huang transform theory
    School of Aerospace Engineering and Applied Mechanics, Tongji Univ., Shanghai 200092, China
    不详
    Xi Tong Cheng Yu Dian Zi Ji Shu/Syst Eng Electron, 2008, 4 (719-722):
  • [50] Time series analysis with the Hilbert-Huang transform
    Donnelly, Denis
    Rogers, Edwin
    AMERICAN JOURNAL OF PHYSICS, 2009, 77 (12) : 1154 - 1161