• DocumentCode
    2155189
  • Title

    Study on wavelet package analysis technology applied to fault diagnosis of vehicle transmission

  • Author

    Yao, Zhuting ; Pan, Hongxia

  • Author_Institution
    Coll. of Mech. Eng. & Automatization, North Univ. of China, Taiyuan, China
  • Volume
    2
  • fYear
    2010
  • fDate
    26-28 Feb. 2010
  • Firstpage
    182
  • Lastpage
    185
  • Abstract
    The paper describes the necessary on fault diagnosis of vehicle transmission, the fault mechanism of transmission is discussed and the fault diagnosis methods of transmission are studied. On this basis, the arrangement of measuring points and the sensor selection is carried out, a signal testing system of transmission vibration is established and the vibration respond signal of transmission is obtained through the practice vehicle test. By utilizing de-noise function on wavelet package analysis, the signal was extracted under the strong background condition. The signal characteristics are extracted by utilizing the character of wavelet can extract the different frequencies information from the original signal. According to the different faults had the different frequency characteristics, the faults were identified. In addition, the fault is confirmed according to the different frequency components energy of vibration signals will change when the system takes place the fault. The validity on the fault diagnosis of transmission was verified by comparing two different diagnosis methods.
  • Keywords
    fault diagnosis; power transmission (mechanical); signal denoising; vehicle dynamics; vibrations; wavelet transforms; fault diagnosis; signal denoising; signal extraction; signal testing system; vehicle transmission; vibration signals; wavelet package analysis technology; Data mining; Fault diagnosis; Frequency; Packaging; Sensor phenomena and characterization; Sensor systems; System testing; Vehicles; Vibration measurement; Wavelet analysis; fault diagnosis; transmission; wavelet package analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4244-5585-0
  • Electronic_ISBN
    978-1-4244-5586-7
  • Type

    conf

  • DOI
    10.1109/ICCAE.2010.5451448
  • Filename
    5451448