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

Mapping Intimacies ◽

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 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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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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Rolling bearing fault diagnosis based on multi-channel convolution neural network and multi-scale clipping fusion data augmentation

Measurement ◽

10.1016/j.measurement.2021.109885 ◽

2021 ◽

pp. 109885

Author(s):

Ruxue Bai ◽

Quansheng Xu ◽

Zong Meng ◽

Lixiao Cao ◽

Kangshuo Xing ◽

...

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Data Augmentation ◽

Rolling Bearing ◽

Convolution Neural Network ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Multi Scale ◽

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A deep learning model for bearing fault diagnosis based on convolution neural network with multi-channel and residual network

10.1109/ccdc52312.2021.9601592 ◽

2021 ◽

Author(s):

Jianyong Tuo ◽

Yu Hu ◽

Xin Ma ◽

Youqing Wang

Keyword(s):

Neural Network ◽

Deep Learning ◽

Fault Diagnosis ◽

Learning Model ◽

Convolution Neural Network ◽

Residual Network ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Deep Learning Model

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Exploration and Effect Analysis of Improvement in Convolution Neural Network for Bearing Fault Diagnosis

2021 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm51084.2021.9486665 ◽

2021 ◽

Author(s):

Diwang Ruan ◽

Feifan Zhang ◽

Clemens Guhmann

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolution Neural Network ◽

Effect Analysis ◽

Bearing Fault ◽

Bearing Fault Diagnosis

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Bearing Fault Diagnosis Method Based on Vision Measurement and Convolutional Neural Network

10.1007/978-981-15-8155-7_448 ◽

2021 ◽

pp. 5429-5437

Author(s):

Shan Chao ◽

Cong Peng

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Vision Measurement ◽

Diagnosis Method

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An End-to-End Approach for Bearing Fault Diagnosis Based on a Deep Convolution Neural Network

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-70096-0_11 ◽

2017 ◽

pp. 101-109 ◽

Author(s):

Liang Chen ◽

Yuxuan Zhuang ◽

Jinghua Zhang ◽

Jianming Wang

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolution Neural Network ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Deep Convolution Neural Network ◽

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Hierarchical adaptive deep convolution neural network and its application to bearing fault diagnosis

Measurement ◽

10.1016/j.measurement.2016.07.054 ◽

2016 ◽

Vol 93 ◽

pp. 490-502 ◽

Author(s):

Xiaojie Guo ◽

Liang Chen ◽

Changqing Shen

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolution Neural Network ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Deep Convolution Neural Network

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Rolling Bearing Fault Diagnosis Method Based on Multilayer Noise Reduction Technology and Improved Convolutional Neural Network

Journal of Mechanical Engineering ◽

10.3901/jme.2021.01.148 ◽

2021 ◽

Vol 57 (1) ◽

pp. 148

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Noise Reduction ◽

Rolling Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Diagnosis Method

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