IEEE - Institute of Electrical and Electronics Engineers, Inc. - Simultaneous Bearing Fault Recognition and Remaining Useful Life Prediction Using Joint-Loss Convolutional Neural Network

Author(s): Ruonan Liu ; Boyuan Yang ; Alexander G. Hauptmann
Sponsor(s): IEEE Industrial Electronics Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2020
Volume: 16
Page(s): 87 - 96
ISSN (Electronic): 1941-0050
ISSN (Paper): 1551-3203
DOI: 10.1109/TII.2019.2915536
Regular:

Fault diagnosis and remaining useful life (RUL) prediction are always two major issues in modern industrial systems, which are usually regarded as two separated tasks to make the problem easier... View More

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