• DocumentCode
    524893
  • Title

    Stochastic characteristic analysis of turbine rotor based on response surface method

  • Author

    Zhou, Zong-he ; Yang, Zi-chun

  • Author_Institution
    Coll. of Naval Archit. & Power, Naval Univ. of Eng., Wuhan, China
  • Volume
    1
  • fYear
    2010
  • fDate
    30-31 May 2010
  • Firstpage
    138
  • Lastpage
    141
  • Abstract
    In order to improve the reliability of turbine rotor design, response surface method is introduced into probability finite element, and geometrical parameters, material parameters and load parameters of rotor are considered as input random variables, through calculating and then obtaining the statistical characteristics and cumulative distribution function of stochastic response of the rotor. Then, probability sensitivities analysis is applied to evaluate how much the output parameters are influenced by the random input parameters. In the last, through analyzing Scatter plots of structural responses with respect to the random input variables, advancing how to improve the reliability of rotor. The results show that using this method leads to fast speed, much less amount of calculation and high accuracy.
  • Keywords
    Design methodology; Distribution functions; Finite element methods; Materials reliability; Probability; Random variables; Response surface methodology; Sensitivity analysis; Stochastic processes; Turbines; Monte-Carlo method; Turbine rotor; probability sensitivity analysis; response surface method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Mechatronics and Automation (ICIMA), 2010 2nd International Conference on
  • Conference_Location
    Wuhan, China
  • Print_ISBN
    978-1-4244-7653-4
  • Type

    conf

  • DOI
    10.1109/ICINDMA.2010.5538069
  • Filename
    5538069