Stacked pruning sparse denoising autoencoder based intelligent fault diagnosis of rolling bearings

Haiping Zhu; Jiaxin Cheng; Cong Zhang; Jun Wu; Xinyu Shao

doi:10.1016/j.asoc.2019.106060

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Stacked pruning sparse denoising autoencoder based intelligent fault diagnosis of rolling bearings

Haiping Zhu Jiaxin Cheng Cong Zhang Jun Wu Xinyu Shao

Year: 2020 Journal: Applied Soft Computing Vol: 88 Pages: 106060-106060 Publisher: Elsevier BV

DOI: 10.1016/j.asoc.2019.106060

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Keywords:

Autoencoder Pruning Computer science Artificial intelligence Fault (geology) Feature (linguistics) Pattern recognition (psychology) Noise reduction Generalization Noise (video) Artificial neural network Mathematics

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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

Engineering Diagnostics and Reliability

Physical Sciences → Engineering → Mechanics of Materials

Stacked pruning sparse denoising autoencoder based intelligent fault diagnosis of rolling bearings

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Citation History

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