• DocumentCode
    358372
  • Title

    Diagnostic information fusion: requirements flowdown and interface issues

  • Author

    Goebel, Kai ; Krok, Michael ; Sutherland, Hunt

  • Author_Institution
    GE Corp. Res. & Dev., Niskayuna, NY, USA
  • Volume
    6
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    155
  • Abstract
    In this paper we examine the implementation of a real-time, diagnostic, information fusion algorithm, which achieves a more accurate diagnostic estimate of system health than individual estimates produced by heterogeneous collection of diagnostic tools. We discuss an approach that both decomposes performance requirements (through a flowdown) into the design and accommodates the differences among the interfaces of a heterogeneous collection of diagnostic tools. We focus in particular on issues which arise from an implementation which monitors system health in real-time and do not consider an off-line post-processing implementation. Through a systematic flowdown of performance requirements into the system design, the combined effects of all the diagnostic tools are considered in order to achieve the desired high level of accuracy for each fault of interest
  • Keywords
    aerospace engines; automatic test equipment; fault diagnosis; gas turbines; commercial applications; diagnostic estimate; diagnostic information fusion; flowdown; gas turbine engine; interface; military applications; performance requirements; system design; Blades; Engines; Fault detection; Frequency estimation; Graphical user interfaces; Micromechanical devices; Monitoring; Real time systems; Turbines; Vibration measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Aerospace Conference Proceedings, 2000 IEEE
  • Conference_Location
    Big Sky, MT
  • ISSN
    1095-323X
  • Print_ISBN
    0-7803-5846-5
  • Type

    conf

  • DOI
    10.1109/AERO.2000.877891
  • Filename
    877891