IEEE - Institute of Electrical and Electronics Engineers, Inc. - Multiscale Convolutional Neural Networks for Fault Diagnosis of Wind Turbine Gearbox

Author(s): Guoqian Jiang ; Haibo He ; Jun Yan ; Ping Xie
Sponsor(s): IEEE Industrial Electronics Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2019
Volume: 66
Page(s): 3,196 - 3,207
ISSN (Electronic): 1557-9948
ISSN (Paper): 0278-0046
DOI: 10.1109/TIE.2018.2844805
Regular:

This paper proposes a novel intelligent fault diagnosis method to automatically identify different health conditions of wind turbine (WT) gearbox. Unlike traditional approaches, where feature... View More

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