IEEE - Institute of Electrical and Electronics Engineers, Inc. - Sparse representation based fault diagnosis of bearings

2016 Prognostics and System Health Management Conference (PHM-Chengdu)

Author(s): Likun Ren ; Weimin Lv
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2016
Conference Location: Chengdu, China
Conference Date: 19 October 2016
Page(s): 1 - 4
ISBN (Electronic): 978-1-5090-2778-1
ISBN (USB): 978-1-5090-2777-4
ISSN (Electronic): 2166-5656
DOI: 10.1109/PHM.2016.7819830
Regular:

This paper propose a novel fault diagnosis of bearings approach based on sparse representation. Three steps are conducted to classify the fault types. In the dictionary learning step, dictionary... View More

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