• DocumentCode
    537309
  • Title

    Investigation into the Fault Diagnosis of Gear Box Based on NMF and Neural Networks

  • Author

    Zhu Longbiao ; Zhu Zhisong ; Xu Feiyun

  • Author_Institution
    Coll. of Mech. Eng., Nantong Univ., Nantong, China
  • fYear
    2010
  • fDate
    7-9 Nov. 2010
  • Firstpage
    1
  • Lastpage
    3
  • Abstract
    A new fault diagnosis system is proposed to recognize the faults of gear box in this paper by using the NMF-based characteristics extracting method and the neural networks technique. The results show that this method is effective for the fault diagnosis of gear box.
  • Keywords
    fault diagnosis; gears; matrix decomposition; neural nets; NMF; fault diagnosis system; gear box; neural network; Artificial neural networks; Character recognition; Classification algorithms; Fault diagnosis; Feature extraction; Gears; Vibrations;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    E-Product E-Service and E-Entertainment (ICEEE), 2010 International Conference on
  • Conference_Location
    Henan
  • Print_ISBN
    978-1-4244-7159-1
  • Type

    conf

  • DOI
    10.1109/ICEEE.2010.5661297
  • Filename
    5661297
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=537309