Model-based fault diagnosis in technical processes

被引:90
|
作者
Frank, PM
Ding, SX [1 ]
Marcu, T
机构
[1] Lausitz Univ Appl Sci, Dept Elect Engn, D-01968 Senftenberg, Germany
[2] Gerhard Mercator Univ GH Duisburg, Dept Measurement & Control, D-47048 Duisburg, Germany
[3] Tech Univ Iasi, Dept Automat Control, RO-6600 Iasi, Romania
关键词
analytical model-based approaches; fault diagnosis; knowledge-based approaches;
D O I
10.1191/014233100676786880
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper the state-of-the-art developments model-based fault diagnosis in technical processes are reviewed. Attention is focused upon both the analytical approaches that make use of the quantitative models and the knowledge-based approaches using qualitative models. Basic concepts and the advantages as well as disadvantages of different model-based fault diagnosis schemes are outlined.
引用
收藏
页码:57 / 101
页数:45
相关论文
共 50 条
  • [31] The Model-based Service Fault Diagnosis with Probability Analysis
    Jia, Zhichun
    Chen, Rong
    Xing, Xing
    PROCEEDINGS OF 2013 IEEE 4TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS), 2012, : 763 - 766
  • [32] MODEL-BASED SHAPE DESIGN AND FAULT DIAGNOSIS FOR MICROREACTORS
    Tonomura, Osamu
    ICNMM 2009, PTS A-B, 2009, : 1397 - 1402
  • [33] Robustness in model-based fault diagnosis: The 1995 situation
    Patton, Ron J.
    Annual Reviews in Control, 21 : 103 - 123
  • [34] Model-based diagnosis for open systems fault management
    Institut für Rechnergestützte Wissensverarbeitung, Universität Hannover, Lange Laube 3, Hannover
    30159, Germany
    AI Commun, 1-2 (5-17):
  • [35] On Teaching Model-Based Fault Diagnosis in Engineering Curricula
    Costa-Castello, Ramon
    Puig, Vicenc
    Blesa, Joaquim
    IEEE CONTROL SYSTEMS MAGAZINE, 2016, 36 (01): : 53 - 62
  • [36] Model-based qualitative reasoning fault diagnosis method
    Liu, Hong-Gang
    Wu, Jian-Jun
    Chen, Qi-Zhi
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2002, 24 (06):
  • [37] Fuzzy model-based fault diagnosis of an AC motor
    Sun, XZ
    Penny, JET
    Fahmi, NR
    Zhu, QM
    DAMAGE ASSESSMENT OF STRUCTURES, 2001, 204-2 : 143 - 151
  • [38] Distributed Model-Based Fault Diagnosis with Stochastic Uncertainties
    Boem, Francesca
    Parisini, Thomas
    2015 54TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2015, : 4474 - 4479
  • [39] RESIDUAL GENERATION IN MODEL-BASED FAULT-DIAGNOSIS
    GERTLER, J
    CONTROL-THEORY AND ADVANCED TECHNOLOGY, 1993, 9 (01): : 259 - 285
  • [40] Model-based fault diagnosis and reconfiguration of robot drives
    Brandsoetter, Mathias
    Hofbaur, Michael W.
    Steinbauer, Gerald
    Wotawa, Franz
    2007 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-9, 2007, : 1209 - +