A Distributed Detection Method for Quality-related Faults in Complex Non-stationary Industrial Processes

被引:0
|
作者
Dong, Jie [1 ]
Li, Daye [1 ]
Wei, Yanmei [1 ]
Peng, Kaixiang [1 ,2 ]
Yang, Hui [3 ]
机构
[1] Key Laboratory of Industrial Process Knowledge Automation, Ministry of Education, School of Automation, University of Science and Technology Beijing, Beijing,100083, China
[2] Key Laboratory of the Ministry of Emergency Management of the Metallurgical Industry for Safety Risk Prevention and Control, Beijing,100083, China
[3] Hebei Windows Glass Co., Langfang,065000, China
关键词
34;
D O I
10.12454/j.jsuese.202400079
中图分类号
学科分类号
摘要
引用
收藏
页码:15 / 24
相关论文
共 50 条
  • [41] A New Hierarchical Framework for Detection and Isolation of Multiple Faults in Complex Industrial Processes
    Peng, Kaixiang
    Ren, Zhihao
    Dong, Jie
    Ma, Liang
    IEEE ACCESS, 2019, 7 : 12006 - 12015
  • [42] A Novel Quality-Related Incipient Fault Detection Method Based on Canonical Variate Analysis and Kullback-Leibler Divergence for Large-Scale Industrial Processes
    Dong, Jie
    Jiang, Lingzhi
    Zhang, Chi
    Peng, Kaixiang
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [43] Quality-related fault detection method based on local information increment and MPLS
    Kong X.-Y.
    Xie J.
    Luo J.-Y.
    Du B.-Y.
    Li Q.
    Kongzhi yu Juece/Control and Decision, 2021, 36 (07): : 1647 - 1654
  • [44] Research on quality-related fault detection method based on VAE-OCCA
    Song B.
    Zheng C.
    Shi H.
    Tao Y.
    Tan S.
    Huagong Xuebao/CIESC Journal, 2023, 74 (04): : 1630 - 1638
  • [45] A steady-state detection (SSD) algorithm to detect non-stationary drifts in processes
    Kelly, Jeffrey D.
    Hedengren, John D.
    JOURNAL OF PROCESS CONTROL, 2013, 23 (03) : 326 - 331
  • [46] Incipient Fault Detection for Complex Industrial Processes with Stationary and Nonstationary Hybrid Characteristics
    Zhao, Chunhui
    Huang, Biao
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2018, 57 (14) : 5045 - 5057
  • [47] A Novel Quality-Related Distributed Fault Diagnosis Framework for Large-Scale Sequential Manufacturing Processes
    Zhang, Xueyi
    Ma, Liang
    Peng, Kaixiang
    Zhang, Chuanfang
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 20 (03) : 4397 - 4407
  • [48] Fault detection and isolation for dynamic non-stationary processes with stationary subspace-based canonical variate analysis
    Ji, Hongquan
    Sheng, Nan
    Liu, Huabo
    Huang, Keke
    CHEMICAL ENGINEERING SCIENCE, 2024, 295
  • [49] An Efficient Optical Flow Based Motion Detection Method for Non-stationary Scenes
    Huang, Junjie
    Zou, Wei
    Zhu, Zheng
    Zhu, Jiagang
    PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 5272 - 5277
  • [50] Maxima of non-stationary Gaussian random processes using Sun's tube method
    Farasyn, IL
    Maes, MA
    Breitung, KW
    STRUCTURAL SAFETY AND RELIABILITY, VOLS. 1-3, 1998, : 731 - 737