Fault Diagnosis of Rolling Bearing Based on EEMD and Optimized SVM

Advances in Intelligent Systems and Computing - Recent Developments in Mechatronics and Intelligent Robotics ◽

10.1007/978-981-15-0238-5_72 ◽

2020 ◽

pp. 689-697

Author(s):

Mengfu Zheng ◽

Haiyan Quan

Keyword(s):

Fault Diagnosis ◽

Rolling Bearing

Download Full-text

An improved SVM model with double quantum genetic optimization and its application in fault diagnosis of rolling bearing

International Journal of Neural Systems Engineering ◽

10.21742/ijnse.2017.1.1.02 ◽

2017 ◽

Vol 1 (1) ◽

pp. 7-14

Author(s):

Ge Janghua ◽

◽

Xu Di ◽

Wang Yaping ◽

Xu Jiazhong ◽

...

Keyword(s):

Fault Diagnosis ◽

Rolling Bearing ◽

Double Quantum ◽

Genetic Optimization ◽

Svm Model

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 ◽

Cited By ~ 6

Author(s):

Dongdong Liu ◽

Weidong Cheng ◽

Weigang Wen

Keyword(s):

Fault Diagnosis ◽

Spectrum Analysis ◽

Rolling Bearing ◽

Time Frequency ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Order Spectrum

Download Full-text

Fault diagnosis method of rolling bearing based on multiple classifier ensemble of the weighted and balanced distribution adaptation under limited sample imbalance

ISA Transactions ◽

10.1016/j.isatra.2020.12.034 ◽

2020 ◽

Author(s):

Renxiang Chen ◽

Jukun Zhu ◽

Xiaolin Hu ◽

Haonian Wu ◽

Xiangyang Xu ◽

...

Keyword(s):

Fault Diagnosis ◽

Rolling Bearing ◽

Classifier Ensemble ◽

Limited Sample ◽

Multiple Classifier ◽

Balanced Distribution ◽

Diagnosis Method

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

Fault Diagnosis of Rolling Bearing based on Permutation Entropy Optimized Maximum Correlation Kurtosis Deconvolution

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/1043/2/022029 ◽

2021 ◽

Vol 1043 (2) ◽

pp. 022029

Author(s):

Ping Liu ◽

Zhonghai Lin ◽

Min Zhang ◽

Yingkui Gu

Keyword(s):

Fault Diagnosis ◽

Rolling Bearing ◽

Permutation Entropy ◽

Maximum Correlation

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

Fault Diagnosis of Rolling Bearing Based on EEMD and MMTS

Journal of Physics Conference Series ◽

10.1088/1742-6596/1865/3/032075 ◽

2021 ◽

Vol 1865 (3) ◽

pp. 032075

Author(s):

Lehua Teng

Keyword(s):

Fault Diagnosis ◽

Rolling Bearing

Download Full-text

On-line fault diagnosis of rolling bearing based on machine learning algorithm

2020 5th International Conference on Information Science, Computer Technology and Transportation (ISCTT) ◽

10.1109/isctt51595.2020.00075 ◽

2020 ◽

Author(s):

Jinmeng Sun ◽

Zhongqing Yu ◽

Haiya Wang

Keyword(s):

Machine Learning ◽

Fault Diagnosis ◽

Learning Algorithm ◽

Rolling Bearing ◽

Machine Learning Algorithm ◽

On Line

Download Full-text