• DocumentCode
    3475967
  • Title

    Developing a model-based software system for prognostics of electronic products and assemblies

  • Author

    Xie, Jingsong ; Wang, Zi-Li ; Zhang, Jun-Ke ; Wu, Xiao-Zhi ; Guo, Xiao-Qi

  • Author_Institution
    Dept. of Syst. Eng., Beijing Univ. of Aeronaut. & Astronaut. (BUAA), Beijing, China
  • fYear
    2010
  • fDate
    12-14 Jan. 2010
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    The physics of failure (PoF) methodology is a primary approach for prognostics, especially for those of electronic products and assemblies. This paper summarizes the requirements for developing a generic field deployable prognostic software system using the model-based approach. It then proposes an implementation solution to design such a system while meeting those requirements. It in the end shows a preliminary design of the system and presents some results that a prototype of the system delivers. This paper provides a technical framework for developing a model-based prognostic system for electronic products and assemblies.
  • Keywords
    electronic engineering computing; electronic products; fault diagnosis; electronic product prognostics; generic field deployable prognostic software system; model-based prognostic system; model-based software system; physics-of-failure methodology; Artificial intelligence; Assembly systems; Condition monitoring; Databases; Degradation; Failure analysis; Knowledge engineering; Physics; Predictive models; Software systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Prognostics and Health Management Conference, 2010. PHM '10.
  • Conference_Location
    Macao
  • Print_ISBN
    978-1-4244-4756-5
  • Electronic_ISBN
    978-1-4244-4758-9
  • Type

    conf

  • DOI
    10.1109/PHM.2010.5413512
  • Filename
    5413512