An Intelligent Bearing Fault Diagnosis Method with Transfer Learning from Artificial Damage to Real Damage

2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS) ◽

10.1109/icicas48597.2019.00103 ◽

2019 ◽

Author(s):

Guangyu Jiang ◽

Zhixiang Xu ◽

Shouyan Guan

Keyword(s):

Fault Diagnosis ◽

Transfer Learning ◽

Artificial Damage ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Diagnosis Method

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A Bearing Fault Diagnosis Method Based on L1 Regularization Transfer Learning and LSTM Deep Learning

2021 IEEE International Conference on Information Communication and Software Engineering (ICICSE) ◽

10.1109/icicse52190.2021.9404081 ◽

2021 ◽

Author(s):

Daiie Zhu ◽

Xudong Song ◽

Jie Yang ◽

Yuyang Cong ◽

Lijuan Wang

Keyword(s):

Deep Learning ◽

Fault Diagnosis ◽

Transfer Learning ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

L1 Regularization ◽

Diagnosis Method

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A bearing fault diagnosis method based on improved convolution neural network and transfer learning

10.1117/12.2625555 ◽

2021 ◽

Author(s):

Fan Jiang ◽

Xi Shen ◽

Feng Jiang ◽

ZiShan Zhao ◽

ShuMan Cheng

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Transfer Learning ◽

Convolution Neural Network ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Diagnosis Method

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A novel bearing fault diagnosis method based on 2D image representation and transfer learning-convolutional neural network

Measurement Science and Technology ◽

10.1088/1361-6501/ab0793 ◽

2019 ◽

Vol 30 (5) ◽

pp. 055402 ◽

Author(s):

Ping Ma ◽

Hongli Zhang ◽

Wenhui Fan ◽

Cong Wang ◽

Guangrui Wen ◽

...

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Transfer Learning ◽

Image Representation ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Diagnosis Method

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A Bearing Fault Diagnosis Method using Transfer Learning and Dempster-Shafer Evidence Theory

Proceedings of the 2019 International Conference on Artificial Intelligence, Robotics and Control ◽

10.1145/3388218.3388220 ◽

2019 ◽

Author(s):

Duy Tang Hoang ◽

Hee Jun Kang

Keyword(s):

Fault Diagnosis ◽

Transfer Learning ◽

Evidence Theory ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Diagnosis Method

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Rolling bearing fault diagnosis method based on VMD and LSSVM

Journal of Physics Conference Series ◽

10.1088/1742-6596/1792/1/012035 ◽

2021 ◽

Vol 1792 (1) ◽

pp. 012035

Author(s):

Xingtong Zhu ◽

Zhiling Huang ◽

Jinfeng Chen ◽

Junhao Lu

Keyword(s):

Fault Diagnosis ◽

Rolling Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Diagnosis Method

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Rolling Bearing Fault Diagnosis Method Based on Improved Deep Belief Network

Journal of Physics Conference Series ◽

10.1088/1742-6596/1820/1/012105 ◽

2021 ◽

Vol 1820 (1) ◽

pp. 012105

Author(s):

Bingbing Hu ◽

Jiahui Tang ◽

Jimei Wu ◽

Jie Liu

Keyword(s):

Fault Diagnosis ◽

Rolling Bearing ◽

Deep Belief Network ◽

Belief Network ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Diagnosis Method

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Bearing fault diagnosis method based on adaptive maximum cyclostationarity blind deconvolution

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2021.108018 ◽

2022 ◽

Vol 162 ◽

pp. 108018

Author(s):

Zhijian Wang ◽

Jie Zhou ◽

Wenhua Du ◽

Yaguo Lei ◽

Junyuan Wang

Keyword(s):

Fault Diagnosis ◽

Blind Deconvolution ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Diagnosis Method

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A Novel Rolling Bearing Fault Diagnosis Method Based on Adaptive Feature Selection and Clustering

IEEE Access ◽

10.1109/access.2021.3096723 ◽

2021 ◽

pp. 1-1

Author(s):

Jingbao Hou ◽

Yunxin Wu ◽

A. S. Ahmad ◽

Hai Gong ◽

Lei Liu

Keyword(s):

Feature Selection ◽

Fault Diagnosis ◽

Rolling Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Adaptive Feature Selection ◽

Diagnosis Method

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Transfer Learning Method for Bearing Fault Diagnosis Based on Fully Convolutional Conditional Wasserstein Adversarial Networks

Measurement ◽

10.1016/j.measurement.2021.109553 ◽

2021 ◽

pp. 109553

Author(s):

Yong zhi Liu ◽

Ke ming Shi ◽

Zhi xuan Li ◽

Guo fu Ding ◽

Yi sheng Zou

Keyword(s):

Fault Diagnosis ◽

Transfer Learning ◽

Learning Method ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Adversarial Networks

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Bearing Fault Diagnosis Based on BP Neural Network and Transfer Learning

Journal of Physics Conference Series ◽

10.1088/1742-6596/1881/2/022084 ◽

2021 ◽

Vol 1881 (2) ◽

pp. 022084

Author(s):

Ningbo Zhang ◽

Yawei Li ◽

Xingbo Yang ◽

Junhao Zhang

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Transfer Learning ◽

Bp Neural Network ◽

Bearing Fault ◽

Bearing Fault Diagnosis

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