• DocumentCode
    476123
  • Title

    Application method of wavelets in the fault diagnosis of motion system

  • Author

    Xiao, Jin-zhuang ; Wang, Hong-rui

  • Author_Institution
    Electr. Eng. Inst., Yanshan Univ., Qinhuangdao
  • Volume
    4
  • fYear
    2008
  • fDate
    12-15 July 2008
  • Firstpage
    1894
  • Lastpage
    1897
  • Abstract
    In motion system, many types of faults are related with the abnormity of torque signal. A method was presented which was based on the wavelets function. The compactly supported orthonormal wavelets were introduced. Under it, the fault could be detected, and the type of fault could be diagnosed as well. For using convenience, the flow chart of using this method was also offered. On X-Y motion control system, collision experiments were implemented for test the given method. Using the sampled torque signals, the practicability was verified from the clear diagnosis of different types of collisions.
  • Keywords
    fault diagnosis; motion control; signal sampling; torque; wavelet transforms; X-Y motion control system; fault detection; fault diagnosis; flow chart; motion system; orthonormal wavelets; sampled torque signals; torque signal abnormity; wavelets function; Computer numerical control; Control systems; Fault detection; Fault diagnosis; Monitoring; Robots; Signal analysis; Signal processing; Torque; Wavelet analysis; Fault diagnosis; Motion system; Torque abnormity; Wavelet function;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2008 International Conference on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4244-2095-7
  • Electronic_ISBN
    978-1-4244-2096-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2008.4620715
  • Filename
    4620715