Roller Bearing Fault Diagnosis Based on Integrated Fault Feature and SVM

被引：0
|
作者：
Mengjiao Wang
Yangfan Chen
Xinan Zhang
Tat Kei Chau
Herbert Ho Ching Iu
Tyrone Fernando
Zhijun Li
Minglin Ma
机构：
[1] Xiangtan University,School of Automation and Electronic Information
[2] University of Western Australia,School of Electrical, Electronic and Computer Engineering
来源：
Journal of Vibration Engineering & Technologies | 2022年 / 10卷
关键词：
Fault diagnosis; Fault feature extraction; Support vector machine; Hilbert-Huang transform; Singular value decomposition; Permutation entropy;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：853 / 862
页数：9
相关论文
共 50 条
  • [1] Roller Bearing Fault Diagnosis Based on Integrated Fault Feature and SVM
    Wang, Mengjiao
    Chen, Yangfan
    Zhang, Xinan
    Chau, Tat Kei
    Iu, Herbert Ho Ching
    Fernando, Tyrone
    Li, Zhijun
    Ma, Minglin
    JOURNAL OF VIBRATION ENGINEERING & TECHNOLOGIES, 2022, 10 (03) : 853 - 862
  • [2] Roller bearing fault diagnosis based on IMF kurtosis and SVM
    Zhu, Keheng
    Song, Xigeng
    Xue, Dongxin
    MANUFACTURING PROCESS AND EQUIPMENT, PTS 1-4, 2013, 694-697 : 1160 - 1166
  • [3] A Roller Bearing Fault Diagnosis Method Based on Improved LMD and SVM
    程军圣
    史美丽
    杨宇
    杨丽湘
    Journal of Measurement Science and Instrumentation, 2011, 2 (01) : 1 - 5
  • [4] A fault diagnosis approach for roller bearing based on IMF envelope spectrum and SVM
    Yang, Yu
    Yu, Dejie
    Cheng, Junsheng
    MEASUREMENT, 2007, 40 (9-10) : 943 - 950
  • [5] Fault Diagnosis of Roller Bearing Feature Subset Select Based on Greedy Algorithm
    Min Yong
    Guo Yi-nan
    Yan Jun-rong
    2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5, 2010, : 3881 - +
  • [6] Bearing fault diagnosis based on PCA and SVM
    Shuang, Lu
    Meng, Li
    2007 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS I-V, CONFERENCE PROCEEDINGS, 2007, : 3503 - +
  • [7] Roller Bearing Fault Diagnosis Based on Empirical Mode Decomposition and Targeting Feature Selection
    Chen, Xiaoyue
    Ge, Dang
    Liu, Xiong
    Liu, Mengchao
    3RD INTERNATIONAL CONFERENCE ON INFORMATION PROCESSING AND CONTROL ENGINEERING, 2019, 630
  • [8] Fault Diagnosis and Safety Region Estimation based on SVM and EMD of Roller Bearing in Metro Vehicle
    Dong, Wei
    Zuo, Cheng
    Xing, Zong-Yi
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 7275 - 7279
  • [9] A Roller Bearing Fault Diagnosis Method Based on LCD Energy Entropy and ACROA-SVM
    HungLinh Ao
    Cheng, Junsheng
    Li, Kenli
    Tung Khac Truong
    SHOCK AND VIBRATION, 2014, 2014
  • [10] Bearing Fault Feature Extraction and Fault Diagnosis Method Based on Feature Fusion
    Zhu, Huibin
    He, Zhangming
    Wei, Juhui
    Wang, Jiongqi
    Zhou, Haiyin
    SENSORS, 2021, 21 (07)
12345