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
来源
Kongzhi Lilun Yu Yingyong/Control Theory and Applications | 2012年 / 29卷 / 06期
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] 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
  • [3] Fault Detection and Diagnosis of Continuous Process Based on Multiblock Principal Component Analysis
    Bie, Libo
    Wang, Xiangdong
    2009 INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND TECHNOLOGY, VOL I, PROCEEDINGS, 2009, : 200 - 204
  • [4] Fault Detection via Occupation Kernel Principal Component Analysis
    Morrison, Zachary
    Russo, Benjamin P.
    Lian, Yingzhao
    Kamalapurkar, Rushikesh
    IEEE CONTROL SYSTEMS LETTERS, 2023, 7 : 2695 - 2700
  • [5] Sensor fault detection and diagnosis for VAV system based on principal component analysis
    Yi, Xiaowen
    Chen, Youming
    BUILDING SIMULATION 2007, VOLS 1-3, PROCEEDINGS, 2007, : 1313 - 1318
  • [6] Fault Diagnosis Based on Artificial Immune and Principal Component Analysis
    Han, Xiaoming
    Xie, Keming
    ROUGH SETS AND KNOWLEDGE TECHNOLOGY, PROCEEDINGS, 2009, 5589 : 429 - 434
  • [7] Fault detection based on weighted difference principal component analysis
    Guo, Jinyu
    Wang, Xin
    Li, Yuan
    Wang, Guozhu
    JOURNAL OF CHEMOMETRICS, 2017, 31 (11)
  • [8] Nonlinear real-time process monitoring and fault diagnosis based on principal component analysis and kernel fisher discriminant analysis
    Zhang, Xi
    Yani, Weiwu
    Zhao, Xu
    Shao, Huihe
    CHEMICAL ENGINEERING & TECHNOLOGY, 2007, 30 (09) : 1203 - 1211
  • [9] A comparison of principal component analysis, multiway principal component analysis, trilinear decomposition and parallel factor analysis for fault detection in a semiconductor etch process
    Wise, BM
    Gallagher, NB
    Butler, SW
    White, DD
    Barna, GG
    JOURNAL OF CHEMOMETRICS, 1999, 13 (3-4) : 379 - 396
  • [10] Research on principal component analysis in sensor fault diagnosis
    Xu, T
    Wang, Q
    ICEMI 2005: CONFERENCE PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOL 8, 2005, : 298 - 302