RETRACTED: Fault Trend Analysis of Rotating Machine Based on Degree of Cyclostation (Retracted Article)

被引:1
|
作者
Xu Xiaoli [1 ]
Zuo Yunbo [2 ]
机构
[1] Beijing Informat Sci & Technol Univ, Beijing, Peoples R China
[2] Beijing Inst Technol, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
rotating machine; Degree of Cyclostation; fault trend; vibration intensity;
D O I
10.1109/ICACC.2010.5487273
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Most parts of rotating machine rotate cyclically when the machine fails for some reason, and the vibration signal of rotating machine often has the cyclostation character. Aiming at this feature, Degree of Cyciostation(DCS) was presented to analyze the fault trend of rotating machine in this paper. DCS was constructed by the comparison between third-order non-stationary cyclic moments and stationary cyclic moments. It evaluated the cyclic frequency with the binary decision method and it could reflect the non-stationary character of vibration signal and suppress the noise and interference of the signal. In the experiments of analyzing the fault trend of rotating machine, DCS could get better trend result than the traditional vibration amplitude and vibration intensity.
引用
收藏
页码:136 / 138
页数:3
相关论文
共 50 条
  • [1] RETRACTED: Decision Trees Generation Based on Fault Trees Analysis (Retracted Article)
    Tao Yongjian
    Dong Decun
    Ren Peng
    [J]. 2009 INTERNATIONAL FORUM ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 2, PROCEEDINGS, 2009, : 178 - +
  • [2] RETRACTED: Evaluation Method of Street Green Landscape Viewing Degree Based on Machine Learning (Retracted Article)
    Wang, Tieming
    Liu, Mengyu
    Huang, Wenhua
    [J]. INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2022, 2022
  • [3] RETRACTED: Pop Music Trend and Image Analysis Based on Big Data Technology (Retracted Article)
    Ren, Jinyan
    [J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2021, 2021
  • [4] RETRACTED: Application of CNN-Based Machine Learning in the Study of Motor Fault Diagnosis (Retracted Article)
    Peng, Xiuyan
    Wei, Lunpan
    Gao, Wei
    [J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [5] RETRACTED: THE QUANTITATIVE ANALYSIS ABASED ON LOGISTICS INTEGRATION DEGREE (Retracted Article)
    Wang, Rui-Jiang
    Ru, Yi Hong
    Zhu, Xiao-Xia
    [J]. PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-6, 2009, : 2729 - +
  • [6] RETRACTED: Traffic identification and traffic analysis based on support vector machine (Retracted Article)
    Zhu, Youchan
    Zheng, Yi
    [J]. NEURAL COMPUTING & APPLICATIONS, 2020, 32 (07): : 1903 - 1911
  • [7] RETRACTED: Machine Learning Based Comparative Analysis for Breast Cancer Prediction (Retracted Article)
    Khan, Mohammad Monirujjaman
    Islam, Somayea
    Sarkar, Srobani
    Ayaz, Foyazel Iben
    Ananda, Morsaleen Kabeer
    Tazin, Tahia
    Albraikan, Amani Abdulrahman
    Almalki, Faris A.
    [J]. JOURNAL OF HEALTHCARE ENGINEERING, 2022, 2022
  • [8] RETRACTED: Robot Fault Detection Based on Big Data (Retracted Article)
    Luo, Fei
    [J]. JOURNAL OF CONTROL SCIENCE AND ENGINEERING, 2023, 2023
  • [9] RETRACTED: Single Terminal Fault Location Based on Improved Fault Recorder (Retracted Article)
    Zhu, Daomin
    Liu, Qianjin
    [J]. 2010 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2010,
  • [10] RETRACTED: Research on Transmission Line Fault Location Based on the Fusion of Machine Learning and Artificial Intelligence (Retracted Article)
    Liu, Xiao-Wei
    [J]. SECURITY AND COMMUNICATION NETWORKS, 2021, 2021