Non-parallel least squares support matrix machine for rolling bearing fault diagnosis

Mechanism and Machine Theory ◽

10.1016/j.mechmachtheory.2019.103676 ◽

2020 ◽

Vol 145 ◽

pp. 103676 ◽

Author(s):

Xin Li ◽

Yu Yang ◽

Haiyang Pan ◽

Jian Cheng ◽

Junsheng Cheng

Keyword(s):

Fault Diagnosis ◽

Least Squares ◽

Rolling Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Download Full-text

A novel deep stacking least squares support vector machine for rolling bearing fault diagnosis

Computers in Industry ◽

10.1016/j.compind.2019.05.005 ◽

2019 ◽

Vol 110 ◽

pp. 36-47 ◽

Author(s):

Xin Li ◽

Yu Yang ◽

Haiyang Pan ◽

Jian Cheng ◽

Junsheng Cheng

Keyword(s):

Support Vector Machine ◽

Fault Diagnosis ◽

Least Squares ◽

Rolling Bearing ◽

Support Vector ◽

Bearing Fault ◽

Bearing Fault Diagnosis

Download Full-text

An Approach to Rolling Bearing Fault Diagnosis using Fractal Descriptors and Regularized Least Squares

2019 Second International Conference on Advanced Computational and Communication Paradigms (ICACCP) ◽

10.1109/icaccp.2019.8882984 ◽

2019 ◽

Author(s):

P S Ambika ◽

P K Rajendrakumar ◽

Rijil Ramchand

Keyword(s):

Fault Diagnosis ◽

Least Squares ◽

Rolling Bearing ◽

Regularized Least Squares ◽

Bearing Fault ◽

Bearing Fault Diagnosis

Download Full-text

A rolling bearing fault diagnosis strategy based on improved multiscale permutation entropy and least squares SVM

Journal of Mechanical Science and Technology ◽

10.1007/s12206-017-0514-5 ◽

2017 ◽

Vol 31 (6) ◽

pp. 2711-2722 ◽

Author(s):

Yongjian Li ◽

Weihua Zhang ◽

Qing Xiong ◽

Dabing Luo ◽

Guiming Mei ◽

...

Keyword(s):

Fault Diagnosis ◽

Least Squares ◽

Rolling Bearing ◽

Permutation Entropy ◽

Bearing Fault ◽

Bearing Fault Diagnosis

Download Full-text

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 ◽

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text