IEEE - Institute of Electrical and Electronics Engineers, Inc. - A deep learning-based multi-sensor data fusion method for degradation monitoring of ball screws

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

Author(s): Li Zhang ; Hongli Gao
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 - 6
ISBN (Electronic): 978-1-5090-2778-1
ISBN (USB): 978-1-5090-2777-4
ISSN (Electronic): 2166-5656
DOI: 10.1109/PHM.2016.7819792
Regular:

As ball screw has complex structure and long range of distribution, single signal collected by one sensor is difficult to express its condition fully and accurately. Multi-sensor data fusion... View More

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