• DocumentCode
    736048
  • Title

    Intelligent health monitoring system for three phase induction motor using infrared thermal image

  • Author

    Chaturvedi, D.K. ; Sharif Iqbal, Md. ; Singh, Mayank Pratap

  • Author_Institution
    Dept. of Electr. Eng., Dayalbagh Educ. Inst., Dayalbagh, India
  • fYear
    2015
  • fDate
    27-28 March 2015
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper deals with a new intelligent system which monitors the health condition of a three phase induction motor by using infrared thermal images. Here two systems, real time and off line, are proposed to monitor the temperature variations and analyze the hot regions beyond the rated temperature in the three phase induction motor using infrared thermograms. This system helps to monitor the variation of temperature at the different parts of the induction motor. Abnormal temperature rise in any parts indicates the faults. This technique helps to prevent the parts of induction motor before any catastrophe would happen in the future. The color based segmentation technique is used to identify abnormal hot regions in the thermograms of three phase induction motor. A changing red color intensity algorithm is also implemented to recognize the hot spots and also the change in hotness in a particular area of induction motor to declare the health of that particular area. Similarly the conditions of various areas in the machine all together monitor the overall health of the Induction motor.
  • Keywords
    condition monitoring; induction motors; infrared imaging; health condition monitoring; infrared thermal image; infrared thermal images; infrared thermograms; intelligent health monitoring system; red color intensity algorithm; three phase induction motor; Cameras; Image color analysis; Induction motors; Monitoring; Temperature measurement; Temperature sensors; Fault diagnostics; Feature selection; Health Monitoring; Thermal image; intelligent system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Energy Economics and Environment (ICEEE), 2015 International Conference on
  • Conference_Location
    Noida
  • Print_ISBN
    978-1-4673-7491-0
  • Type

    conf

  • DOI
    10.1109/EnergyEconomics.2015.7235083
  • Filename
    7235083