Sensor placement for fault isolation in linear differential-algebraic systems

被引:32
作者
Frisk, Erik [1 ]
Krysander, Mattias [1 ]
Aslund, Jan [1 ]
机构
[1] Linkoping Univ, Dept Elect Engn, SE-58183 Linkoping, Sweden
关键词
Fault isolation; Diagnosis; Sensor placement; Linear differential-algebraic equations; ANALYTICAL REDUNDANCY RELATIONS; MODEL-BASED DIAGNOSIS; ALGORITHM; CRITERIA;
D O I
10.1016/j.automatica.2008.08.013
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An algorithm is proposed for computing which sensor additions make a diagnosis requirement specification regarding fault detectability and isolability attainable for a given linear differential-algebraic model. Restrictions on possible sensor locations can be given, and if the diagnosis specification is not attainable with any available sensor addition, the algorithm provides the solutions that maximize specification fulfillment. Previous approaches with similar objectives have been based on the model structure only. Since the proposed algorithm utilizes the analytical expressions, it can handle models where structural approaches fail. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:364 / 371
页数:8
相关论文
共 18 条
  • [1] [Anonymous], 2000, Matrices and Matroids for Systems Analysis
  • [2] OPTIMAL SENSOR-LOCATION FOR DETECTING CHANGES IN DYNAMIC BEHAVIOR
    BASSEVILLE, M
    BENVENISTE, A
    MOUSTAKIDES, GV
    ROUGEE, A
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1987, 32 (12) : 1067 - 1075
  • [3] COMMAULT C, 2006, P IFAC SAF 06
  • [4] Conflicts versus analytical redundancy relations:: A comparative analysis of the model based diagnosis approach from the artificial intelligence and automatic control perspectives
    Cordier, MO
    Dague, P
    Lévy, F
    Montmain, J
    Staroswiecki, M
    Travé-Massuyès, L
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2004, 34 (05): : 2163 - 2177
  • [5] On an optimization problem in sensor selection
    Debouk, R
    Lafortune, S
    Teneketzis, D
    [J]. DISCRETE EVENT DYNAMIC SYSTEMS-THEORY AND APPLICATIONS, 2002, 12 (04): : 417 - 445
  • [6] DIAGNOSING MULTIPLE FAULTS
    DEKLEER, J
    WILLIAMS, BC
    [J]. ARTIFICIAL INTELLIGENCE, 1987, 32 (01) : 97 - 130
  • [7] FRISK E, 2007, P 18 INT WORKSH PRIN, P106
  • [8] An algorithm for polynomial matrix factor extraction
    Henrion, D
    Sebek, M
    [J]. INTERNATIONAL JOURNAL OF CONTROL, 2000, 73 (08) : 686 - 695
  • [9] Kailath Thomas, 1980, Linear Systems
  • [10] Sensor Placement for Fault Diagnosis
    Krysander, Mattias
    Frisk, Erik
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2008, 38 (06): : 1398 - 1410