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
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;
Conference_Titel :
Energy Economics and Environment (ICEEE), 2015 International Conference on
Conference_Location :
Noida
Print_ISBN :
978-1-4673-7491-0
DOI :
10.1109/EnergyEconomics.2015.7235083