Fault diagnosis of reciprocating compressor cylinder based on EMD coherence method

被引:0
|
作者
王雷 [1 ]
赵俊龙 [1 ]
王奉涛 [1 ]
马孝江 [1 ]
机构
[1] Institute of Vibration Engineering,Department of Mechanical Engineering,Dalian University of Technology
基金
中国国家自然科学基金;
关键词
reciprocating compressor; cylinder; EMD; coherence; time delay estimation;
D O I
暂无
中图分类号
TH45 [压缩机、压气机];
学科分类号
080704 ;
摘要
Since there always exist interference components which caused by valve vibration,it is hard to directly use cylinder signal for fault diagnosis of reciprocating compressor. Based on Empirical Mode Decomposition (EMD) coherence,a new method for the fault diagnosis of reciprocating compressor cylinder is presented. Firstly,double channel signals of cylinder and valve are synchronously sampled. Secondly,cyclic cross-correlation function is used to eliminate the time delay between these signals. Finally,EMD coherence method is utilized to remove the interference components from cylinder signal. Thus,more concise and precise working condition information for cylinder and inner components can be obtained. So it is an effective method for fault diagnosis of reciprocating compressor cylinder.
引用
收藏
页码:101 / 106
页数:6
相关论文
共 50 条
  • [31] Fault Feature Extraction Method of Reciprocating Compressor Valve Based on SPA-MF
    Li, Ying
    Pan, Yunjie
    Ba, Peng
    Wu, Shihu
    Chen, Jiawen
    IEEE ACCESS, 2022, 10 : 127182 - 127191
  • [32] Feasibility exploration of strain-based indicator diagram reconstruction for reciprocating compressor fault diagnosis
    Shen, Jiayi
    Zhao, Dongfang
    Liu, Shulin
    Zhang, Hongli
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART E-JOURNAL OF PROCESS MECHANICAL ENGINEERING, 2023,
  • [33] A feature extraction method based on HLMD and MFE for bearing clearance fault of reciprocating compressor
    Zhao Haiyang
    Wang Jindong
    Han Hui
    Gao Yiqi
    MEASUREMENT, 2016, 89 : 34 - 43
  • [34] A new non-destructive method for fault diagnosis of reciprocating compressor by measuring the piston rod strain
    Li, Xueying
    Peng, Xueyuan
    INTERNATIONAL CONFERENCE ON COMPRESSORS AND THEIR SYSTEMS 2019, 2019, 604
  • [35] Fault diagnosis of reciprocating compressor valve with the method integrating acoustic emission signal and simulated valve motion
    Wang, Yuefei
    Xue, Chuang
    Jia, Xiaohan
    Peng, Xueyuan
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2015, 56-57 : 197 - 212
  • [36] A novel fault diagnosis method based on EMD, cyclostationary, SK and TPTSR
    Yijie Niu
    Jiyou Fei
    Yuanyuan Li
    Deng Wu
    Journal of Mechanical Science and Technology, 2020, 34 : 1925 - 1935
  • [37] Fault Diagnosis of Gearbox using EMD and Cepstrum Method based on LABVIEW
    Liu Zi-ran
    Huang Jin-lai
    Li Qi
    Cheng Xiao-hui
    Chen Ren-quan
    2016 13TH INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS AND AMBIENT INTELLIGENCE (URAI), 2016, : 968 - 971
  • [38] An Intelligent Fault Diagnosis Method for Reciprocating Compressors Based on LMD and SDAE
    Liu, Yang
    Duan, Lixiang
    Yuan, Zhuang
    Wang, Ning
    Zhao, Jianping
    SENSORS, 2019, 19 (05)
  • [39] A novel fault diagnosis method based on EMD, cyclostationary, SK and TPTSR
    Niu, Yijie
    Fei, Jiyou
    Li, Yuanyuan
    Wu, Deng
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2020, 34 (05) : 1925 - 1935
  • [40] The Application Of Fault Diagnosis Based on EMD and Real Modulation Zoom Method
    Xiang Jingzhong
    Ge Fupeng
    Sun Han
    Shi Xianjiang
    MECHANICAL ENGINEERING, MATERIALS SCIENCE AND CIVIL ENGINEERING, 2013, 274 : 37 - 40