Joint distribution adaptation network with adversarial learning for rolling bearing fault diagnosis

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.106974 ◽

2021 ◽

pp. 106974

Author(s):

Ke Zhao ◽

Hongkai Jiang ◽

Kaibo Wang ◽

Zeyu Pei

Keyword(s):

Fault Diagnosis ◽

Joint Distribution ◽

Rolling Bearing ◽

Adversarial Learning ◽

Bearing Fault ◽

Bearing Fault Diagnosis

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Rolling Bearing Fault Diagnosis under Variable Working Conditions Based on Joint Distribution Adaptation and SVM

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9207454 ◽

2020 ◽

Author(s):

Ming Li ◽

Zhao-Hui Sun ◽

Weihui He ◽

Siqi Qiu ◽

Bo Liu

Keyword(s):

Fault Diagnosis ◽

Working Conditions ◽

Joint Distribution ◽

Rolling Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis

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Rolling Bearing Fault Diagnosis via ConceFT-Based Time-Frequency Reconfiguration Order Spectrum Analysis

IEEE Access ◽

10.1109/access.2018.2877711 ◽

2018 ◽

Vol 6 ◽

pp. 67131-67143 ◽

Author(s):

Dongdong Liu ◽

Weidong Cheng ◽

Weigang Wen

Keyword(s):

Fault Diagnosis ◽

Spectrum Analysis ◽

Rolling Bearing ◽

Time Frequency ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

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Modified multiscale weighted permutation entropy and optimized support vector machine method for rolling bearing fault diagnosis with complex signals

ISA Transactions ◽

10.1016/j.isatra.2020.12.054 ◽

2021 ◽

Author(s):

Zhenya Wang ◽

Ligang Yao ◽

Gang Chen ◽

Jiaxin Ding

Keyword(s):

Support Vector Machine ◽

Fault Diagnosis ◽

Rolling Bearing ◽

Permutation Entropy ◽

Support Vector ◽

Complex Signals ◽

Machine Method ◽

Support Vector Machine Method ◽

Bearing Fault ◽

Bearing Fault Diagnosis

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Dynamic Joint Distribution Alignment Network for Bearing Fault Diagnosis Under Variable Working Conditions

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2021.3055786 ◽

2021 ◽

Vol 70 ◽

pp. 1-13

Author(s):

Changqing Shen ◽

Xu Wang ◽

Dong Wang ◽

Yongxiang Li ◽

Jun Zhu ◽

...

Keyword(s):

Fault Diagnosis ◽

Working Conditions ◽

Joint Distribution ◽

Bearing Fault ◽

Bearing Fault Diagnosis

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Rolling Bearing Fault Diagnosis using Transient-extracting Transform and Linear Discriminant Analysis

Measurement ◽

10.1016/j.measurement.2021.109298 ◽

2021 ◽

pp. 109298

Author(s):

Yuguo Zhou ◽

Shaoting Yan ◽

Yanbo Ren ◽

Shiliang Liu

Keyword(s):

Fault Diagnosis ◽

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Rolling Bearing ◽

Linear Discriminant ◽

Bearing Fault ◽

Bearing Fault Diagnosis

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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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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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Rolling Bearing Fault Diagnosis Based on Horizontal Visibility Graph and Graph Neural Networks

2020 International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD) ◽

10.1109/icsmd50554.2020.9261687 ◽

2020 ◽

Author(s):

Chenyang Li ◽

Lingfei Mo ◽

Ruqiang Yan

Keyword(s):

Neural Networks ◽

Fault Diagnosis ◽

Rolling Bearing ◽

Visibility Graph ◽

Horizontal Visibility ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Graph Neural Networks ◽

Horizontal Visibility Graph

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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

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