Fault diagnosis of industrial processes based on weighted k-nearest neighbor reconstruction analysis

被引：0
|
作者：
Wang, Guo-Zhu [1 ]
Liu, Jian-Chang [1 ]
Li, Yuan [2 ]
Shang, Liang-Liang [1 ]
机构：
[1] College of Information Science and Engineering, Northeastern University, Shenyang,Liaoning,110819, China
[2] College of Information Engineering, Shenyang University of Chemical Technology, Shenyang,Liaoning,110142, China
来源：
Kongzhi Lilun Yu Yingyong/Control Theory and Applications | 2015年 / 32卷 / 07期
关键词：
Data reconstruction - Fault diagnosis method - Industrial process monitoring - Industrial processs - K-nearest neighbors - Maximize reduce index (MRI) - Reconstruction analysis - Weighted k-nearest neighbors;
D O I：
10.7641/CTA.2015.50028
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：873 / 880
相关论文
共 50 条
  • [21] Fault detection using the k-nearest neighbor rule for semiconductor manufacturing processes
    He, Q. Peter
    Wang, Jin
    IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, 2007, 20 (04) : 345 - 354
  • [22] A sequential weighted k-nearest neighbor classification method
    Zhu, Ming-Han
    Luo, Da-Yong
    Yi, Li-Qun
    Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2009, 37 (11): : 2584 - 2588
  • [23] Feature-weighted k-nearest neighbor classifier
    Vivencio, Diego P.
    Hruschka, Estevarn R., Jr.
    Nicoletti, M. do Carmo
    dos Santos, Edimilson B.
    Galvao, Sebastian D. C. O.
    2007 IEEE SYMPOSIUM ON FOUNDATIONS OF COMPUTATIONAL INTELLIGENCE, VOLS 1 AND 2, 2007, : 481 - +
  • [24] A Novel Weighted Voting for K-Nearest Neighbor Rule
    Gou, Jianping
    Xiong, Taisong
    Kuang, Yin
    JOURNAL OF COMPUTERS, 2011, 6 (05) : 833 - 840
  • [25] A feature weighted K-nearest neighbor algorithm based on association rules
    Manzali Y.
    Barry K.A.
    Flouchi R.
    Balouki Y.
    Elfar M.
    Journal of Ambient Intelligence and Humanized Computing, 2024, 15 (07) : 2995 - 3008
  • [26] Neighbor-weighted K-nearest neighbor for unbalanced text corpus
    Tan, SB
    EXPERT SYSTEMS WITH APPLICATIONS, 2005, 28 (04) : 667 - 671
  • [27] Analysis of the k-nearest neighbor classification
    Li, Jing
    Cheng, Ming
    INFORMATION SCIENCE AND MANAGEMENT ENGINEERING, VOLS 1-3, 2014, 46 : 1911 - 1917
  • [28] Analog Circuit Soft Fault Diagnosis Based on Sparse Random Projections and K-Nearest Neighbor
    Sun, Jian
    Hu, Guobin
    Wang, Chenghua
    SCIENTIFIC PROGRAMMING, 2021, 2021
  • [29] Fault Analysis and Prediction of Transmission Line Based on Fuzzy K-Nearest Neighbor Algorithm
    Zhang, Yue
    Chen, Jianxia
    Fang, Qin
    Ye, Zhiwei
    2016 12TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (ICNC-FSKD), 2016, : 894 - 899
  • [30] Control rod position reconstruction based on K-Nearest Neighbor Method
    Peng, Xingjie
    Cai, Yun
    Li, Qing
    Wang, Kan
    ANNALS OF NUCLEAR ENERGY, 2017, 102 : 231 - 235
12345