Squirrel cage rotor faults detection in induction motor utilizing stator power spectrum approach

Author(s):  
M. Drif
Author(s):  
K. Vinoth Kumar ◽  
Prawin Angel Michael

This chapter deals with the implementation of a PC-based monitoring and fault identification scheme for a three-phase induction motor using artificial neural networks (ANNs). To accomplish the task, a hardware system is designed and built to acquire three phase voltages and currents from a 3.3KW squirrel-cage, three-phase induction motor. A software program is written to read the voltages and currents, which are first used to train a feed-forward neural network structure. The trained network is placed in a Lab VIEW-based program formula node that monitors the voltages and currents online and displays the fault conditions and turns the motor. The complete system is successfully tested in real time by creating different faults on the motor.


1986 ◽  
Vol EC-1 (3) ◽  
pp. 22-25 ◽  
Author(s):  
J.W. Griffith ◽  
R.M. McCoy ◽  
D.K. Sharma

2000 ◽  
Vol 122 (3) ◽  
pp. 461-469 ◽  
Author(s):  
Jongbaeg Kim ◽  
Michael D. Bryant

An existing bond graph of a squirrel cage induction motor was modified to make the bond graph physically more representative. The intent was to form a one-to-one correspondence between motor components and bond graph elements. Components explicitly represented include the stator coils, the squirrel cage rotor bars, and the magnetic flux routing section. The final bond graph spans electrical, magnetic, and mechanical energy domains, and contains common motor faults. From this bond graph. state equations were extracted and simulations performed. Simulated were the response of healthy motors, and motors with shorted stator coils and broken rotor bars. [S0022-0434(00)01203-X]


2016 ◽  
Vol 22 (98) ◽  
pp. 111-115
Author(s):  
Aleksandr N. Petrenko ◽  
◽  
Nikolai I. Petrenko ◽  
Vladislav E. Pliugin ◽  
Viktor P. Shaida ◽  
...  

2015 ◽  
Vol 30 (3) ◽  
pp. 1123-1132 ◽  
Author(s):  
Jongwan Kim ◽  
Sungsik Shin ◽  
Sang Bin Lee ◽  
Konstantinos N. Gyftakis ◽  
Mhamed Drif ◽  
...  

1986 ◽  
Vol PER-6 (9) ◽  
pp. 21-22
Author(s):  
J. W. Griffith ◽  
R. M. McCoy ◽  
D. K. Sharma

Sign in / Sign up

Export Citation Format

Share Document