• DocumentCode
    3321156
  • Title

    Comprehensible hierarchical intelligent (CHI) framework for monitoring and preventive maintenance of aircraft systems

  • Author

    Owotoki, Peter ; Mayer-Lindenberg, Fritz

  • Author_Institution
    Dept. of Distributed Syst., Hamburg Univ. of Technol., Germany
  • fYear
    2005
  • fDate
    38492
  • Firstpage
    175
  • Lastpage
    184
  • Abstract
    The peculiarities of the aircraft monitoring and maintenance domain are described and shortcomings of the current monitoring methodology are revealed. It is also shown why a new approach using computational intelligence models, as a replacement for the current BITE models, is paramount. In section 2 a brief review of developments in computational intelligence research is given. After which we present the comprehensible hierarchical intelligent framework, as a conceptual non monolithic intelligent approach utilizing distributed CI models for monitoring. Finally we conclude with discussions on the implementation and justification for our approach and direction for future work.
  • Keywords
    aerospace computing; aircraft maintenance; aircraft testing; preventive maintenance; BITE model; aircraft monitoring; aircraft system; comprehensible hierarchical intelligent framework; computational intelligence model; non monolithic intelligent approach; preventive maintenance; Aircraft; Airplanes; Competitive intelligence; Computational intelligence; Computational modeling; Computerized monitoring; Condition monitoring; Costs; Fault detection; Preventive maintenance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Solutions in Embedded Systems, 2005. Third International Workshop on
  • Print_ISBN
    3-902463-03-1
  • Type

    conf

  • DOI
    10.1109/WISES.2005.1438726
  • Filename
    1438726