Rolling Bearing Fault Diagnosis Method Based on Stacked Denoising Autoencoder and Convolutional Neural Network

2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE) ◽

10.1109/qr2mse46217.2019.9021126 ◽

2019 ◽

Author(s):

Yumin Wang ◽

Minghong Han ◽

Wei Liu

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Rolling Bearing ◽

Denoising Autoencoder ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Diagnosis Method

Download Full-text

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

Download Full-text

Few-shot Learning for Rolling Bearing Fault Diagnosis Via Siamese Two-dimensional Convolutional Neural Network

2020 11th International Conference on Prognostics and System Health Management (PHM-2020 Jinan) ◽

10.1109/phm-jinan48558.2020.00073 ◽

2020 ◽

Author(s):

Yizhuo Yang ◽

Huan Wang ◽

Zhiliang Liu ◽

Zeyu Yang

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Rolling Bearing ◽

Two Dimensional ◽

Bearing Fault ◽

Bearing Fault Diagnosis

Download Full-text

Few-shot Learning for Rolling Bearing Fault Diagnosis Based on Residual Convolutional Neural Network

2021 4th International Conference on Artificial Intelligence and Big Data (ICAIBD) ◽

10.1109/icaibd51990.2021.9459024 ◽

2021 ◽

Author(s):

Zihao Cui ◽

Xiangwei Kong ◽

Peifeng Hao

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Rolling Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis

Download Full-text

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

Download Full-text

Rolling bearing fault diagnosis based on feature fusion with parallel convolutional neural network

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-020-06401-8 ◽

2020 ◽

Author(s):

Mingxuan Liang ◽

Pei Cao ◽

J. Tang

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Feature Fusion ◽

Rolling Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis

Download Full-text

Rolling Bearing Fault Diagnosis Using Enhanced Convolutional Neural Network with Compressed Sensing

2018 International Conference on Sensing,Diagnostics, Prognostics, and Control (SDPC) ◽

10.1109/sdpc.2018.8665008 ◽

2018 ◽

Author(s):

Tianchen Liang ◽

Jiayao Wang ◽

Haoyu Wang ◽

Shuaipeng Wu

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Compressed Sensing ◽

Convolutional Neural Network ◽

Rolling Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis

Download Full-text

Rolling Bearing Fault Diagnosis Based on Convolutional Neural Network and Support Vector Machine

IEEE Access ◽

10.1109/access.2020.3012053 ◽

2020 ◽

Vol 8 ◽

pp. 137395-137406 ◽

Author(s):

Laohu Yuan ◽

Dongshan Lian ◽

Xue Kang ◽

Yuanqiang Chen ◽

Kejia Zhai

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Rolling Bearing ◽

Support Vector ◽

Bearing Fault ◽

Bearing Fault Diagnosis

Download Full-text

Bearing Fault Diagnosis Method Based on Improved Convolutional Neural Network

10.1109/iccais52680.2021.9624654 ◽

2021 ◽

Author(s):

Jiangyun Duan ◽

Youming Wang

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Diagnosis Method

Download Full-text

An Improved Convolutional Neural Network for Rolling Bearing Fault Diagnosis

10.1109/cyber53097.2021.9588309 ◽

2021 ◽

Author(s):

Zi-Qin Ling ◽

Guang-Zhong Cao ◽

Yue-Peng Zhang

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Rolling Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis

Download Full-text

Decision letter for "Intelligent fault diagnosis method of rolling bearing based on stacked denoising autoencoder and convolutional neural network"

10.1108/ilt-11-2019-0496/v2/decision1 ◽

2020 ◽

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Rolling Bearing ◽

Intelligent Fault Diagnosis ◽

Denoising Autoencoder ◽

Diagnosis Method

Download Full-text