Fault detection and diagnosis of multiphase batch process based on kernel principal component analysis-principal component analysis

被引:0
|
作者
Qi, Yong-Sheng [1 ]
Wang, Pu [2 ]
Gao, Xue-Jin [2 ]
机构
[1] College of Electric Power, Inner Mongolia University of Technology, Huhhot Inner Mongolia 010051, China
[2] School of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China
关键词
Principal component analysis;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:754 / 764
相关论文
共 50 条
  • [1] Process fault detection and diagnosis based on principal component analysis
    He, Tao
    Xie, Wei-Rong
    Wu, Qing-Hua
    Shi, Tie-Lin
    PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2006, : 3551 - +
  • [2] Fault detection based on Kernel Principal Component Analysis
    Nguyen, Viet Ha
    Golinval, Jean-Claude
    ENGINEERING STRUCTURES, 2010, 32 (11) : 3683 - 3691
  • [3] Fault detection based on kernel principal component analysis
    Zhang, D. (djzhang@zzu.edu.cn), 1600, Central South University of Technology (44):
  • [4] A Study on Applications of Principal Component Analysis and Kernel Principal Component Analysis for Gearbox Fault Diagnosis
    Pan, Deng
    Liu, Zhiliang
    Zhang, Longlong
    Liu, Yinjiang
    Zuo, Ming J.
    PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON QUALITY, RELIABILITY, RISK, MAINTENANCE, AND SAFETY ENGINEERING (QR2MSE), VOLS I-IV, 2013, : 1917 - 1922
  • [5] Anomaly Detection Based on Kernel Principal Component and Principal Component Analysis
    Wang, Wei
    Zhang, Min
    Wang, Dan
    Jiang, Yu
    Li, Yuliang
    Wu, Hongda
    COMMUNICATIONS, SIGNAL PROCESSING, AND SYSTEMS, 2019, 463 : 2222 - 2228
  • [6] Anomaly detection based on kernel principal component and principal component analysis
    Wang, Wei
    Zhang, Min
    Wang, Dan
    Jiang, Yu
    Li, Yuliang
    Wu, Hongda
    Lecture Notes in Electrical Engineering, 2019, 463 : 2222 - 2228
  • [7] Fault Detection and Diagnosis of Nonlinear processes Based on Kernel Principal Component Analysis
    Xu, Jie
    Hu, Shou-song
    Shen, Zhong-yu
    PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON INFORMATION, ELECTRONIC AND COMPUTER SCIENCE, VOLS I AND II, 2009, : 426 - 429
  • [8] Fault detection and diagnosis method based on modified kernel principal component analysis
    Han, Min
    Zhang, Zhankui
    Huagong Xuebao/CIESC Journal, 2015, 66 (06): : 2139 - 2149
  • [9] Fault detection of batch processes based on multivariate functional kernel principal component analysis
    Wang, Huangang
    Yao, Ma
    CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2015, 149 : 78 - 89
  • [10] The flywheel fault detection based on Kernel principal component analysis
    Li, Gan-hua
    Li, Jian-cheng
    Cao, Ya-ni
    Xu, Min-qiang
    Xia, Ke-qiang
    Wei, Jun
    Lan, Bao-jun
    Dong, Li
    PROCEEDINGS OF 2019 IEEE 3RD INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC 2019), 2019, : 425 - 432