• DocumentCode
    2062999
  • Title

    Integrated equipment health management system design and development

  • Author

    Mills, Andrew R. ; Fleming, Peter J. ; Tanner, Graham F.

  • Author_Institution
    Dept. ACSE, Univ. of Sheffield, Sheffield, UK
  • fYear
    2010
  • fDate
    6-13 March 2010
  • Firstpage
    1
  • Lastpage
    10
  • Abstract
    Complex arguments need to be made regarding the benefit case for the sensor and algorithms available for health monitoring systems. A methodology to support these discussions is introduced based on functional failure information for the system. For the failures captured, incipient faults and their identifying effects are recorded. A corresponding algorithm and sensor input cost can be compared to the operational effects of not providing early warning of a failure. An intuitive visual heuristic, based upon an isolation distance metric and dimensional reduction technique, is introduced. The metric guides system architecture and evaluates the effectiveness of system inputs. A testing procedure, which is directly linked to unit and operational costs, demonstrates the heuristic´s validity against an on-wing expert system. The techniques are used to create a cost trade-off space, to compare health monitoring architectures.
  • Keywords
    condition monitoring; maintenance engineering; mechanical engineering computing; testing; dimensional reduction; functional failure information; health management system design; health management system development; health monitoring architecture; incipient faults; integrated equipment health management system; intuitive visual heuristic; isolation distance metric; testing procedure; Computer vision; Cost function; Degradation; Detectors; Expert systems; Fault diagnosis; Monitoring; Sensor systems; System testing; Vibration measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Aerospace Conference, 2010 IEEE
  • Conference_Location
    Big Sky, MT
  • ISSN
    1095-323X
  • Print_ISBN
    978-1-4244-3887-7
  • Electronic_ISBN
    1095-323X
  • Type

    conf

  • DOI
    10.1109/AERO.2010.5446816
  • Filename
    5446816