IEEE - Institute of Electrical and Electronics Engineers, Inc. - Online Fault Diagnosis Method Based on Transfer Convolutional Neural Networks

Author(s): Gaowei Xu ; Min Liu ; Zhuofu Jiang ; Weiming Shen ; Chenxi Huang
Sponsor(s): IEEE Instrumentation and Measurement Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 12
ISSN (Electronic): 1557-9662
ISSN (Paper): 0018-9456
DOI: 10.1109/TIM.2019.2902003
Regular:

Fault detection and diagnosis (FDD) is crucial for stable, reliable, and safe operation of industrial equipment. In recent years, deep learning models have been widely used in data-driven FDD... View More

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