• DocumentCode
    530510
  • Title

    Automatic differentiation application on stochastic finite element

  • Author

    Ma, Fenglei ; Liu, Weifeng ; Ma, Tao

  • Author_Institution
    Sch. of Mechatron. Eng., Changchun Univ. of Technol., Changchun, China
  • Volume
    2
  • fYear
    2010
  • fDate
    24-26 Aug. 2010
  • Firstpage
    219
  • Lastpage
    221
  • Abstract
    The author proposes a stochastic finite element numerical method which based on the theory of automatic differentiation and combined with the theory of finite element analysis, Prepare a calculation module program in Fortran 90 which directly converts general finite element analysis program into a stochastic finite element analysis program that can compute partial derivative of response. The benefit of this method is precise result of calculation and operation speed is fast. Example is application of stochastic finite element automatic differentiation method on analyzing random response of high pressure gas tank. The random variables are not only characters of loads and material but also dimension of geometry. It is especially for analyzing random response of engineering structure which stress and strain doesn´t have analytic solution but can be calculated by finite element method. It is useful tool in engineering.
  • Keywords
    FORTRAN; differentiation; finite element analysis; mathematics computing; stochastic processes; automatic differentiation application; calculation module program; engineering structure; high pressure gas tank; stochastic finite element analysis program; stochastic finite element numerical method; Materials; automatic differentiation; partial derivative; stochastic finite element;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer, Mechatronics, Control and Electronic Engineering (CMCE), 2010 International Conference on
  • Conference_Location
    Changchun
  • Print_ISBN
    978-1-4244-7957-3
  • Type

    conf

  • DOI
    10.1109/CMCE.2010.5609726
  • Filename
    5609726