• DocumentCode
    2682011
  • Title

    Reliability simulation of fretting wear based on neural network response surface in space structure latches

  • Author

    Gong, Qi ; Zhang, Jianguo ; Tan, Chunlin ; Xing, Chenguang

  • Author_Institution
    Reliability Syst. Eng. Inst., Beijing Univ., Beijing, China
  • fYear
    2011
  • fDate
    12-15 June 2011
  • Firstpage
    58
  • Lastpage
    63
  • Abstract
    For the repeated docking of structure latches which lead to the fault mechanism of the fretting wear, it is established the model for the fretting wear fault mechanism of latches. Then the main parameters which have influence on the fretting wear are determined through the analysis of structure kinematics simulation. On this basis, for the nolinear and implicit limit state function, comprehensively considering of the random factors such as a variety of materials, damping and rigidity coefficient and so on, it is put out the method of multidisciplinary neural network and the response surface model to simulate the limit state function based on fretting wear of structure latches, and carried out the simulative analysis for wear reliability. Finally it is obtained the relationship between the locking docking times and the fretting wear reliability, and it realizes the comprehensive designing analysis for wear life and reliability of the space mechanism on-orbit, and explores the engineering research for the design analysis technology for reliability and life of the complex mechanism of spaceflight.
  • Keywords
    aircraft; fasteners; neural nets; reliability; response surface methodology; structural engineering computing; wear; damping; fault mechanism; fretting wear; implicit limit state function; multidisciplinary neural network; reliability simulation; response surface model; rigidity coefficient; space structure latches; structure kinematics simulation; Analytical models; Biological neural networks; Force; Latches; Reliability engineering; Response surface methodology; fretting wear; neural network; nonlinear; reliability; response surface;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Reliability, Maintainability and Safety (ICRMS), 2011 9th International Conference on
  • Conference_Location
    Guiyang
  • Print_ISBN
    978-1-61284-667-5
  • Type

    conf

  • DOI
    10.1109/ICRMS.2011.5979233
  • Filename
    5979233