Title :
A survey of methods for detection of stator related faults in induction machines
Author :
Tallam, Rangarajan M. ; Lee, Sang-Bin ; Stone, Greg ; Kliman, Gerald B. ; Yoo, Jiyoon ; Habetler, Thomas G. ; Harley, Ronald G.
Author_Institution :
Adv. Technol. Rockwell Autom., Milwaukee, WI, USA
Abstract :
As evidenced by industrial surveys, stator related failures account for a large percentage of faults in induction machines. The objective of this paper is to provide a survey of existing techniques for detection of stator related faults, which include stator winding turn faults, stator core faults, temperature monitoring and thermal protection, and stator winding insulation testing. The root causes of fault inception, available techniques for detection and recommendations for further research are presented. Although the primary focus is on-line, sensorless methods that use machine voltages and currents to extract fault signatures, off-line techniques such as partial discharge detection are also examined.
Keywords :
asynchronous machines; condition monitoring; electric machine analysis computing; fault location; feedforward neural nets; partial discharge measurement; stators; temperature measurement; condition monitoring; fault signatures extraction; feedforward neural nets; induction machine faults; induction machines; industrial surveys; insulation testing; inter-laminar core faults; partial discharge detection; sensorless methods; stator core faults; stator related faults detection; stator winding insulation testing; stator winding turn faults; temperature monitoring; thermal protection; Condition monitoring; Fault detection; Induction machines; Insulation testing; Protection; Stator cores; Stator windings; Temperature measurement; Temperature sensors; Voltage;
Conference_Titel :
Diagnostics for Electric Machines, Power Electronics and Drives, 2003. SDEMPED 2003. 4th IEEE International Symposium on
Print_ISBN :
0-7803-7838-5
DOI :
10.1109/DEMPED.2003.1234544