Title :
A microprocessor-based fault monitor for rotating rectifiers of brushless ac exciters using a pattern-recognition approach
Author_Institution :
Chengdu Univ. of Sci. & Technol., China
Abstract :
A microprocessor-based fault monitor for rotating rectifiers of brushless ac exciters using a pattern-recognition approach is presented in this paper. The features of the frequency spectrum of the voltage waveform induced in a search coil plated in the stator slots of the brushless ac exciter are used in pattern recognition. Based on these features a classifier is designed using the nearest-neighbour rules. A prototype of the microprocessor-based fault monitor has been built. Studies show that the fault monitor can accurately recognize the various classes of faults of the rotating rectifier of the brushless ac exciter
Keywords :
automatic test equipment; automatic testing; computerised monitoring; exciters; fault location; machine testing; pattern recognition; rectifiers; synchronous machines; waveform analysis; brushless ac exciters; classifier design; frequency spectrum; microprocessor-based fault monitor; nearest-neighbour rules; pattern-recognition; rotating rectifiers; search coil; search strategy; stator slots; voltage waveform; Circuit faults; Coils; Diodes; Frequency; Monitoring; Pattern recognition; Power harmonic filters; Rectifiers; Stators; Voltage;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 1994. IMTC/94. Conference Proceedings. 10th Anniversary. Advanced Technologies in I & M., 1994 IEEE
Conference_Location :
Hamamatsu
Print_ISBN :
0-7803-1880-3
DOI :
10.1109/IMTC.1994.352041