INCIPIENT FAULT-DIAGNOSIS OF CHEMICAL PROCESSES VIA ARTIFICIAL NEURAL NETWORKS

被引:195
|
作者
WATANABE, K [1 ]
MATSUURA, I [1 ]
ABE, M [1 ]
KUBOTA, M [1 ]
HIMMELBLAU, DM [1 ]
机构
[1] UNIV TEXAS,DEPT CHEM ENGN,AUSTIN,TX 78712
关键词
D O I
10.1002/aic.690351106
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
引用
收藏
页码:1803 / 1812
页数:10
相关论文
共 50 条
  • [1] AN APPROACH TO FAULT-DIAGNOSIS OF CHEMICAL PROCESSES VIA NEURAL NETWORKS
    FAN, JY
    NIKOLAOU, M
    WHITE, RE
    [J]. AICHE JOURNAL, 1993, 39 (01) : 82 - 88
  • [2] ARTIFICIAL NEURAL NETWORKS IN FAULT-DIAGNOSIS AND CONTROL
    KOIVO, HN
    [J]. CONTROL ENGINEERING PRACTICE, 1994, 2 (01) : 89 - 101
  • [3] FAULT-DIAGNOSIS IN COMPLEX CHEMICAL-PLANTS USING ARTIFICIAL NEURAL NETWORKS
    HOSKINS, JC
    KALIYUR, KM
    HIMMELBLAU, DM
    [J]. AICHE JOURNAL, 1991, 37 (01) : 137 - 141
  • [4] 2-LEVEL METHODS FOR INCIPIENT FAULT-DIAGNOSIS IN NONLINEAR CHEMICAL PROCESSES
    VENKATESWARLU, C
    GANGIAH, K
    RAO, MB
    [J]. COMPUTERS & CHEMICAL ENGINEERING, 1992, 16 (05) : 463 - 476
  • [5] FAULT-DIAGNOSIS VIA NEURAL NETWORKS - THE BOLTZMANN MACHINE
    MARSEGUERRA, M
    ZIO, E
    [J]. NUCLEAR SCIENCE AND ENGINEERING, 1994, 117 (03) : 194 - 200
  • [6] APPLICATION OF ARTIFICIAL NEURAL NETWORKS IN-PROCESS FAULT-DIAGNOSIS
    SORSA, T
    KOIVO, HN
    [J]. AUTOMATICA, 1993, 29 (04) : 843 - 849
  • [7] FRAMEWORK FOR ENHANCING FAULT-DIAGNOSIS CAPABILITIES OF ARTIFICIAL NEURAL NETWORKS
    FARELL, AE
    ROAT, SD
    [J]. COMPUTERS & CHEMICAL ENGINEERING, 1994, 18 (07) : 613 - 635
  • [8] NEURAL NETWORKS IN PROCESS FAULT-DIAGNOSIS
    SORSA, T
    KOIVO, HN
    KOIVISTO, H
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1991, 21 (04): : 815 - 825
  • [9] INCIPIENT FAULT-DIAGNOSIS OF NONLINEAR PROCESSES WITH MULTIPLE CAUSES OF FAULTS
    WATANABE, K
    HIMMELBLAU, DM
    [J]. CHEMICAL ENGINEERING SCIENCE, 1984, 39 (03) : 491 - 508
  • [10] Artificial Neural Networks Based incipient fault diagnosis for Power Transformers
    Siddique, Mohammad Ali Akhtar
    Mehfuz, Shabana
    [J]. 2015 ANNUAL IEEE INDIA CONFERENCE (INDICON), 2015,