• DocumentCode
    2081352
  • Title

    Diagnosis of distributed faults in outer race of bearings via Park´s transformation method

  • Author

    Irfan, Muhammad ; Saad, Nordin ; Ibrahim, Rosdiazli ; Asirvadam, Vijanth S. ; Tuan Hung, Nguyen

  • Author_Institution
    Department of Electrical and Electronics Engineering, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Perak 31750, Malaysia
  • fYear
    2015
  • fDate
    May 31 2015-June 3 2015
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    The Park´s transformation method has been used in this paper to analyze distributed defects in the outer race of the bearing. The existing non-invasive motor current analysis and instantaneous power analysis methods are unable to detect distributed defects in the bearings, due the fact that characteristics defect frequencies models are not available for these type of bearing defects. Thus, this paper proposes a graphical approach based on the Park´s transformation of three phase current to analyze bearing distributed defects. The theoretical and experimental work conducted shows that the proposed method can detect bearing distributed defects without use of any extra hardware. The results on the real hardware implementation confirm the effectiveness of the proposed method.
  • Keywords
    Artificial intelligence; Condition monitoring; Induction motors; Rough surfaces; Sensors; Stators; Surface roughness; Bearing Faults; Condition Monitoring; Non-Invasive Method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (ASCC), 2015 10th Asian
  • Conference_Location
    Kota Kinabalu, Malaysia
  • Type

    conf

  • DOI
    10.1109/ASCC.2015.7244375
  • Filename
    7244375