• DocumentCode
    3466754
  • Title

    Model-based health tracking

  • Author

    Bos, A.

  • Author_Institution
    Delft Univ. of Technol., Netherlands
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    352
  • Lastpage
    364
  • Abstract
    Accurate health estimation is of prime importance to reduce operational costs and guarantee readiness levels of mission critical systems such as found in, e.g., the aerospace industry. Construction of health management systems is complicated by the complexity of systems under scrutiny, both in terms of the dynamic behavior of these systems and in terms of the number of components and how they interact. In this paper, we describe the so-called model-based health tracking approach towards constructing health management systems. This technique uses a model, built up from relatively simple component descriptions, of overall system behavior to cope with complex component interactions, and it continuously tracks system health state to monitor dynamic systems
  • Keywords
    aerospace expert systems; aircraft maintenance; automatic test equipment; automatic test software; condition monitoring; fault diagnosis; finite state machines; maximum likelihood estimation; military avionics; modelling; state assignment; state estimation; AI; FSM; affordability; complex component interactions; component descriptions; dynamic systems; fault detection; fault isolation; health management systems; latch system; maintenance; model-based diagnosis; model-based health tracking; observability; overall system behavior; state estimation; system under scrutiny; Aerodynamics; Costs; Degradation; Energy consumption; Fault detection; Life testing; Power system management; Power system modeling; Stress; System testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    AUTOTESTCON Proceedings, 2001. IEEE Systems Readiness Technology Conference
  • Conference_Location
    Valley Forge, PA
  • ISSN
    1080-7225
  • Print_ISBN
    0-7803-7094-5
  • Type

    conf

  • DOI
    10.1109/AUTEST.2001.948983
  • Filename
    948983