The Output Analysis of Backlash Nonlinearity System Based on Modified EMD Method

被引:0
作者
Hu, Hong-Ying [1 ]
Luo, Yue-Gang [1 ]
Zhao, Feng-Qiang [1 ]
机构
[1] Dalian Nationalities Univ, Sch Electromech Informat Engn, Dalian, Peoples R China
来源
2015 INTERNATIONAL CONFERENCE ON MECHANICAL SCIENCE AND MECHANICAL DESIGN, MSMD 2015 | 2015年
关键词
Empirical Mode Decomposition (EMD); Frequency heterodyne; Backlash nonlinearity system; HILBERT SPECTRUM; DECOMPOSITION;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Empirical Mode Decomposition (EMD) is an adaptive decomposition method developed recently in non-stationary signal processing field. But one of the major drawbacks of the EMD is that, when high frequency components in a signal contain intermittence, the result of EMD appears mode-mixing in time domain. The paper discusses a modified mode-mixing resistant EMD method: frequency heterodyne method. The principle and the operating steps of the method are studied in detail. The simulation and application in a backlash nonlinearity system shows that the method can successfully solve the mode-mixing problem in normal EMD method.
引用
收藏
页码:597 / 602
页数:6
相关论文
共 50 条
  • [21] EMD-Based Signal Denoising in EMP Measurement System
    Huang Zhengyu
    Shi Lihua
    Zhou Yinghui
    Ma Rupo
    PROCEEDINGS OF 2013 IEEE 11TH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS (ICEMI), 2013, : 796 - 801
  • [22] A Novel Approach Based on EMD to improve the Performance of SSVEP Based BCI System
    Ojha, Mukesh Kumar
    Mukul, Manoj Kumar
    WIRELESS PERSONAL COMMUNICATIONS, 2021, 118 (04) : 2455 - 2467
  • [23] Bearings Fault Diagnosis Using Vibrational Signal Analysis by EMD Method
    Keshtan, Majid Norouzi
    Khajavi, Mehrdad Nouri
    RESEARCH IN NONDESTRUCTIVE EVALUATION, 2016, 27 (03) : 155 - 174
  • [24] A Novel Approach Based on EMD to improve the Performance of SSVEP Based BCI System
    Mukesh Kumar Ojha
    Manoj Kumar Mukul
    Wireless Personal Communications, 2021, 118 : 2455 - 2467
  • [25] Online Condition Monitoring of Gripper Cylinder in TBM Based on EMD Method
    Lin Li
    Jian-Feng Tao
    Hai-Dong Yu
    Yi-Xiang Huang
    Cheng-Liang Liu
    Chinese Journal of Mechanical Engineering, 2017, 30 (06) : 1325 - 1337
  • [26] Online Condition Monitoring of Gripper Cylinder in TBM Based on EMD Method
    Li, Lin
    Tao, Jian-Feng
    Yu, Hai-Dong
    Huang, Yi-Xiang
    Liu, Cheng-Liang
    CHINESE JOURNAL OF MECHANICAL ENGINEERING, 2017, 30 (06) : 1325 - 1337
  • [27] Online Condition Monitoring of Gripper Cylinder in TBM Based on EMD Method
    Lin Li
    Jian-Feng Tao
    Hai-Dong Yu
    Yi-Xiang Huang
    Cheng-Liang Liu
    Chinese Journal of Mechanical Engineering, 2017, 30 : 1325 - 1337
  • [28] Calculation and analysis for seismic transient and steady-state responses of a single-DOF system based on EMD
    Xiang H.
    Wu C.
    Yang C.
    Chen K.
    Wu, Chen (wuchen2001@126.com), 1600, Chinese Vibration Engineering Society (39): : 193 - 197and229
  • [29] Wavelet Threshold Analysis Combined with EMD Method for Mechanical Equipment Fault Diagnosis
    Wang, Lidong
    Chen, Huanliang
    Li, Shengye
    Chen, Xuebo
    Wang, Wei
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 5060 - 5063
  • [30] An improved EMD method with modified envelope algorithm based on C2 piecewise rational cubic spline interpolation for EMI signal decomposition
    Li, Hongyi
    Li, Ling
    Zhao, Di
    APPLIED MATHEMATICS AND COMPUTATION, 2018, 335 : 112 - 123