Vibration fault diagnosis of centrifugal pump based on empirical mode decomposition complexity feature and least square support vector machine

被引:0
|
作者
Zhao, Peng [1 ]
Zhou, Yun-Long [2 ]
Sun, Bin [2 ]
机构
[1] Energy and Power Engineering College, North China Electric Power University, Changping District, Beijing 102206, China
[2] School of Energy and Mechanical Engineering, Northeast Dianli University, Jilin 132012, Jilin Province, China
来源
Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering | 2009年 / 29卷 / SUPPL. 1期
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:138 / 144
相关论文
共 50 条
  • [21] Intelligent fault diagnosis based on empirical mode decomposition and support vector data description
    Li, Qiang
    Wang, Taiyong
    Wang, Zhengying
    Huang, Yi
    Zhongguo Jixie Gongcheng/China Mechanical Engineering, 2008, 19 (22): : 2718 - 2721
  • [22] Sound Based Fault Diagnosis Method Based on Variational Mode Decomposition and Support Vector Machine
    Yin, Xiaojing
    He, Qiangqiang
    Zhang, Hao
    Qin, Ziran
    Zhang, Bangcheng
    ELECTRONICS, 2022, 11 (15)
  • [23] Support Vector Machine-Based Fault Diagnosis of a Centrifugal Pump Using Electrical Signature Analysis
    Araste, Zahra
    Sadighi, Ali
    Moghaddam, Mohammad Jami
    2020 6TH IRANIAN CONFERENCE ON SIGNAL PROCESSING AND INTELLIGENT SYSTEMS (ICSPIS), 2020,
  • [24] Fault Diagnosis of a Centrifugal Pump Using Electrical Signature Analysis and Support Vector Machine
    Zahra Araste
    Ali Sadighi
    Mohammad Jamimoghaddam
    Journal of Vibration Engineering & Technologies, 2023, 11 : 2057 - 2067
  • [25] Fault Diagnosis of a Centrifugal Pump Using Electrical Signature Analysis and Support Vector Machine
    Araste, Zahra
    Sadighi, Ali
    Jamimoghaddam, Mohammad
    JOURNAL OF VIBRATION ENGINEERING & TECHNOLOGIES, 2023, 11 (05) : 2057 - 2067
  • [26] Fault Diagnosis in Centrifugal Pump using Support Vector Machine and Artificial Neural Network
    Ranawat, Nagendra Singh
    Kankar, Pavan Kumar
    Miglani, Ankur
    JOURNAL OF ENGINEERING RESEARCH, 2021, 9 : 99 - 111
  • [27] Fault diagnosis of wind turbine gearbox based on Least Square Support Vector Machine with genetic algorithm
    Zhao, Wenqing
    Cai, Rui
    Wang, Liwei
    Wang, Dewen
    ADVANCES IN MECHATRONICS, AUTOMATION AND APPLIED INFORMATION TECHNOLOGIES, PTS 1 AND 2, 2014, 846-847 : 620 - 623
  • [28] An incremental feature learning algorithm based on Least Square Support Vector Machine
    Liu, Xinwang
    Zhang, Guomin
    Zhan, Yubin
    Zhu, En
    FRONTIERS IN ALGORITHMICS, 2008, 5059 : 330 - 338
  • [29] Fault diagnosis of gearboxes using wavelet support vector machine, least square support vector machine and wavelet packet transform
    Heidari, Mohammad
    Homaei, Hadi
    Golestanian, Hossein
    Heidari, Ali
    JOURNAL OF VIBROENGINEERING, 2016, 18 (02) : 860 - 875
  • [30] Fault diagnosis Method of Gear Based on Local mean decomposition and Least squares support vector machine
    Wan Zhou
    Liao Xingzhi
    Xiong Xin
    Li Zhirong
    AUTOMATIC CONTROL AND MECHATRONIC ENGINEERING II, 2013, 415 : 548 - 554