• DocumentCode
    1859178
  • Title

    Multi-criteria cartography investigation on diagnostics and prognostics techniques suited for system and vehicle health maintenance

  • Author

    Geanta, Ioana ; Iung, Benoit ; Theilliol, Didier ; Schieber, Marc ; Fusero, Yann

  • Author_Institution
    CRAN, Univ. de Lorraine, Nancy, France
  • fYear
    2012
  • fDate
    10-13 Sept. 2012
  • Firstpage
    182
  • Lastpage
    187
  • Abstract
    This paper proposes a cartography investigation on diagnostics and prognostics techniques accomplished in order to setup the health management for complex vehicle systems in accordance with IVHM (Integrated Vehicle Health Management) principles. Relevant reviews and surveys of the existing approaches are generally realized as statements of the achievements in these fields; however they rarely tackle both diagnostics and prognostics. As classic criteria do not respond to current needs in IVHM, this paper has isolated several main features in order to formally prove the accordance and the effective choice between the system-of-interest, its maintenance system and diagnostics and prognostics algorithms. Thus, the proposed criteria are oriented on the target and on the maintenance systems. The investigated classification established through a multi-criteria selection reveals new orientations which should be considered in IVHM and it also enables further research on future pertinent methods for building a smart multi-model vehicle health assessment reasoner.
  • Keywords
    automatic test equipment; automotive engineering; maintenance engineering; mechanical engineering computing; vehicle dynamics; IVHM principles; classification criteria; complex vehicle systems; diagnostics algorithm; diagnostics technique; integrated vehicle health management; multicriteria cartography; multicriteria selection; prognostics algorithm; prognostics technique; smart multimodel vehicle health assessment reasoner; Circuit faults; Classification algorithms; Degradation; Maintenance engineering; Mathematical model; Vehicle dynamics; Vehicles; Data-Driven Methods; Diagnostics; Experience-Driven Techniques; IVHM; Model-Driven Methods; Prognostics; System and Vehicle Health Maintenance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    AUTOTESTCON, 2012 IEEE
  • Conference_Location
    Anaheim, CA
  • ISSN
    1088-7725
  • Print_ISBN
    978-1-4673-0698-0
  • Type

    conf

  • DOI
    10.1109/AUTEST.2012.6334531
  • Filename
    6334531