Compound Fault Diagnosis of Gearboxes via Multi-label Convolutional Neural Network and Wavelet Transform

Pengfei Liang; Chao Deng; Jun Wu; Zhi-Xin Yang; Jinxuan Zhu; Zihan Zhang

doi:10.1016/j.compind.2019.103132

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Compound Fault Diagnosis of Gearboxes via Multi-label Convolutional Neural Network and Wavelet Transform

Pengfei Liang Chao Deng Jun Wu Zhi-Xin Yang Jinxuan Zhu Zihan Zhang

Year: 2019 Journal: Computers in Industry Vol: 113 Pages: 103132-103132 Publisher: Elsevier BV

DOI: 10.1016/j.compind.2019.103132

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Keywords:

Fault (geology) Convolutional neural network Computer science Artificial neural network Feature extraction Pattern recognition (psychology) Artificial intelligence Wavelet transform Wavelet Engineering Control engineering

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193

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15.70

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0.99

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Is in top 10%

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Topics

Machine Fault Diagnosis Techniques

Physical Sciences → Engineering → Control and Systems Engineering

Gear and Bearing Dynamics Analysis

Physical Sciences → Engineering → Mechanical Engineering

Fault Detection and Control Systems

Physical Sciences → Engineering → Control and Systems Engineering

Compound Fault Diagnosis of Gearboxes via Multi-label Convolutional Neural Network and Wavelet Transform

Metrics

Citation History

Topics

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