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
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
  • [41] Unified model-based fault diagnosis for three industrial application studies
    Schubert, Udo
    Kruger, Uwe
    Arellano-Garcia, Harvey
    Feital, Thiago de Sa
    Wozny, Guenter
    CONTROL ENGINEERING PRACTICE, 2011, 19 (05) : 479 - 490
  • [42] Fuzzy model-based fault detection and diagnosis for a pilot heat exchanger
    Habbi, Hacene
    Kidouche, Madjid
    Kinnaert, Michel
    Zelmat, Mimoun
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2011, 42 (04) : 587 - 599
  • [43] Online model-based fault detection and diagnosis for a smart aircraft actuator
    Oehler, R
    Schoenhoff, A
    Schreiber, M
    (SAFEPROCESS'97): FAULT DETECTION, SUPERVISION AND SAFETY FOR TECHNICAL PROCESSES 1997, VOLS 1-3, 1998, : 575 - 580
  • [44] Model-Based Fault Detection and Diagnosis for Spacecraft with an Application for the SONATE Triple Cube Nano-Satellite
    Djebko, Kirin
    Puppe, Frank
    Kayal, Hakan
    AEROSPACE, 2019, 6 (10)
  • [45] Multiple Model-Based Fault Detection and Diagnosis for Nonlinear Model Predictive Fault-Tolerant Control
    Kargar, Seyed Mohamad
    Salahshoor, Karim
    Yazdanpanah, Mohamad Javad
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2014, 39 (10) : 7433 - 7442
  • [46] Model-based intermittent fault detection
    Sedighi, Tabassom
    Phillips, Paul
    Foote, Peter D.
    2ND INTERNATIONAL THROUGH-LIFE ENGINEERING SERVICES CONFERENCE, 2013, 11 : 68 - 73
  • [47] Multiple Model-Based Fault Detection and Diagnosis for Nonlinear Model Predictive Fault-Tolerant Control
    Seyed Mohamad Kargar
    Karim Salahshoor
    Mohamad Javad Yazdanpanah
    Arabian Journal for Science and Engineering, 2014, 39 : 7433 - 7442
  • [48] LPV model-based fault detection: Application to wind turbine benchmark
    Chouiref, Houda
    Boussaid, Boumedyen
    Abdelkrim, Mohamed Naceur
    Puig, Vicenc
    Aubrun, Christophe
    2015 7TH INTERNATIONAL CONFERENCE ON MODELLING, IDENTIFICATION AND CONTROL (ICMIC), 2014, : 726 - 730
  • [49] Dynamic model-based intelligent fault diagnosis method for fault detection in a rod fastening rotor
    Xu, Wuhui
    Wang, Hui
    Jin, Jiabin
    Yang, Ronggang
    Xiang, Jiawei
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2025, 139
  • [50] Model-based fault detection and isolation of non-technical losses in electrical networks
    Pozna, Anna, I
    Fodor, Attila
    Hangos, Katalin M.
    MATHEMATICAL AND COMPUTER MODELLING OF DYNAMICAL SYSTEMS, 2019, 25 (04) : 397 - 428