Conference
IGBT Fault Detection for Three Phase Motor Drives using Neural Networks
Abstract
Motor drives are widely used in industry for controlling the speed of three phase AC motors. Faults in motor drives degrade motor performance and can cause catastrophic failures. IGBT (Insulated Gate Bipolar Transistor) switch faults are one of the main roots of electrical faults in inverters and motor drives. In this paper, a method based on neural network is implemented to detect and isolate switch faults in a three phase voltage source …
Authors
Alavi M; Luo M; Wang D; Bai H
Pagination
pp. 1-8
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
September 1, 2012
DOI
10.1109/etfa.2012.6489593
Name of conference
Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation (ETFA 2012)