Preprocessing-Free Gear Fault Diagnosis Using Small Datasets With Deep Convolutional Neural Network-Based Transfer Learning

Cao, Pei; Zhang, Shengli; Tang, Jiong

doi:10.1109/ACCESS.2018.2837621

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Preprocessing-Free Gear Fault Diagnosis Using Small Datasets With Deep Convolutional Neural Network-Based Transfer Learning

Author(s): Pei Cao , Shengli Zhang , Jiong Tang

Publication date (Print): 2018

Journal: IEEE Access

Publisher: Institute of Electrical and Electronics Engineers (IEEE)

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Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

Daniel Inman, Moncef Gabbouj, Serkan Kiranyaz … (2017)

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Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks

Levent Eren, Turker Ince, Moncef Gabbouj … (2016)

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Wavelets for fault diagnosis of rotary machines: A review with applications

Ruqiang Yan, Robert Gao, Xuefeng Chen (2014)

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Journal

Title: IEEE Access

Abbreviated Title: IEEE Access

Publisher: Institute of Electrical and Electronics Engineers (IEEE)

ISSN (Electronic): 2169-3536

Publication date Created: 2018

Publication date (Print): 2018

Volume: 6

Pages: 26241-26253

Article

DOI: 10.1109/ACCESS.2018.2837621

SO-VID: 6bf56110-5af7-4d33-ad82-826b68ad7213

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Preprocessing-Free Gear Fault Diagnosis Using Small Datasets With Deep Convolutional Neural Network-Based Transfer Learning

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Most cited references 26

Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks

Wavelets for fault diagnosis of rotary machines: A review with applications

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