• DocumentCode
    1909303
  • Title

    Modeling Expert Judgment for Reliability Prediction - Comparison of Methods

  • Author

    Mannhart, Alexandra ; Bilgic, Ali ; Bertsche, Bernd

  • Author_Institution
    Daimler Chrysler AG
  • fYear
    2007
  • fDate
    22-25 Jan. 2007
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper presents an introduction into methods for representing and modeling expert judgment for reliability prediction in early stages of product development process. It provides a survey of required inputs and resulting outputs of the single approaches. The problem of handling uncertainties in early design stages will be exemplified by means of the evaluation of reliability for the software portion in mechatronic systems. In this context we show the influence of uncertainty and present an approach which enables the comparison of several concepts in early development stages based on expert judgment.
  • Keywords
    expert systems; mechatronics; product development; production engineering computing; reliability; uncertainty handling; expert judgment; mechatronic systems; product development process; reliability prediction; uncertainty handling; Automotive engineering; Electronic equipment testing; Mechatronics; Prediction methods; Predictive models; Product development; System testing; Time series analysis; Uncertainty; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Reliability and Maintainability Symposium, 2007. RAMS '07. Annual
  • Conference_Location
    Orlando, FL
  • ISSN
    0149-144X
  • Print_ISBN
    0-7803-9766-5
  • Electronic_ISBN
    0149-144X
  • Type

    conf

  • DOI
    10.1109/RAMS.2007.328099
  • Filename
    4126315