Trends in the application of model-based fault detection and diagnosis of technical processes

被引：596
|
作者：
Isermann, R
Balle, P
机构：
来源：
CONTROL ENGINEERING PRACTICE | 1997年 / 5卷 / 05期
关键词：
fault detection; fault diagnosis; supervision; actuator faults; sensor faults; process faults; state observer; parity space; parameter estimation; classification; diagnostic reasoning;
D O I：
10.1016/S0967-0661(97)00053-1
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
After a short overview of the historical development of model-based fault detection, some proposals for the terminology in the field of supervision, fault detection and diagnosis are stated, based on the work within the IFAC SAFEPROCESS Technical Committee. Some basic fault-detection and diagnosis methods are briefly considered. Then, an evaluation of publications during the last 5 years shows some trends in the application of model-based fault-detection and diagnosis methods. Copyright (C) 1997 Elsevier Science Ltd.
引用
收藏
页码：709 / 719
页数：11
相关论文
共 50 条
  • [21] MODEL-BASED FAULT DETECTION AND DIAGNOSIS FOR ELECTROMAGNETIC VALVE DRIVES
    Beck, Mark
    Muenchhof, Marco
    Isermann, Rolf
    PROCEEDINGS OF THE ASME DYNAMIC SYSTEMS AND CONTROL CONFERENCE 2009, PTS A AND B, 2010, : 653 - 660
  • [22] Dynamic model-based fault diagnosis for (bio)chemical batch processes
    Van den Kerkhof, Pieter
    Gins, Geert
    Vanlaer, Jef
    Van Impe, Jan F. M.
    COMPUTERS & CHEMICAL ENGINEERING, 2012, 40 : 12 - 21
  • [23] Hard-fault detection and diagnosis during the application of model-based data converter testing
    Wegener, Carsten
    Kennedy, Michael Peter
    JOURNAL OF ELECTRONIC TESTING-THEORY AND APPLICATIONS, 2007, 23 (06): : 513 - 525
  • [24] Hard-Fault Detection and Diagnosis During the Application of Model-Based Data Converter Testing
    Carsten Wegener
    Michael Peter Kennedy
    Journal of Electronic Testing, 2007, 23 : 513 - 525
  • [25] Application of model-based fault detection to a brushless DC motor
    Moseler, O
    Isermann, R
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2000, 47 (05) : 1015 - 1020
  • [26] Model-based fault detection and diagnosis of complex chemical processes: A case study of the Tennessee Eastman process
    Tidriri, Khaoula
    Chatti, Nizar
    Verron, Sylvain
    Tiplica, Teodor
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING, 2018, 232 (06) : 742 - 760
  • [27] Integrating model-based fault detection and fault-tolerant control of distributed processes
    El-Farra, Nael H.
    2006 AMERICAN CONTROL CONFERENCE, VOLS 1-12, 2006, 1-12 : 6014 - 6019
  • [28] Dynamic state reconciliation and model-based fault detection for chemical processes
    Olivier-Maget, Nelly
    Hetreux, Gilles
    Le Lann, Jean Marc
    Le Lann, Marie Veronique
    ASIA-PACIFIC JOURNAL OF CHEMICAL ENGINEERING, 2009, 4 (06) : 929 - 941
  • [29] Immune model-based fault diagnosis
    Luh, GC
    Cheng, WC
    MATHEMATICS AND COMPUTERS IN SIMULATION, 2005, 67 (06) : 515 - 539
  • [30] MODEL-BASED FAULT DIAGNOSIS FOR NIMH
    Suozzo, Chris
    Onori, Simona
    Rizzoni, Giorgio
    PROCEEDINGS OF THE ASME DYNAMIC SYSTEMS AND CONTROL CONFERENCE 2008, PTS A AND B, 2009, : 1349 - 1355
12345