IEEE - Institute of Electrical and Electronics Engineers, Inc. - Online Fault Diagnosis System for Electric Powertrains Using Advanced Signal Processing and Machine Learning

2018 XIII International Conference on Electrical Machines (ICEM)

Author(s): Jagath Sri Lal Senanayaka ; Huynh Van Khang ; Kjell G. Robbersmyr
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 September 2018
Conference Location: Alexandroupoli, Greece
Conference Date: 3 September 2018
Page(s): 1,932 - 1,938
ISBN (Electronic): 978-1-5386-2477-7
ISBN (USB): 978-1-5386-2476-0
DOI: 10.1109/ICELMACH.2018.8507171
Regular:

Online condition monitoring and fault diagnosis systems are necessary to prevent unexpected downtimes in critical electric powertrains. The machine learning algorithms provide a better way to... View More

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