• DocumentCode
    3019236
  • Title

    The Application of the Least Square Method in Back Analysis of 3D Initial Geostress

  • Author

    Zheng Chun-mei ; Zhu Wei-shen ; Sun Guo-fu

  • Author_Institution
    Geotechnical & Struct. Eng. Res. Center, Shandong Univ., Jinan, China
  • Volume
    4
  • fYear
    2009
  • fDate
    7-8 Nov. 2009
  • Firstpage
    603
  • Lastpage
    607
  • Abstract
    According to in situ measurement, the simplified geological model is established and calculated by FLAC3D. Then, a multivariate regression model is built between the measured and calculated results of geostress at measured points. Based on the measured geostress, the regression analysis is carried out by the least square method. Through multiple regression analysis, the optimal regression coefficient can be derived. By comparing the influence on initial geostress field of taking account of fault and taking no account of fault, the distribution tendency of initial geostress field can be obtained. The geostress regression analysis results indicate that the calculated results are in a good agreement with the in situ measured data and can be used to engineering practice.
  • Keywords
    geotechnical engineering; least squares approximations; regression analysis; 3D initial geostress; FLAC; geological model; least square method; multivariate regression analysis; Artificial intelligence; Computational intelligence; Data engineering; Equations; Geologic measurements; Geology; Least squares methods; Multivariate regression; Regression analysis; Stress measurement; FLAC3D; hydropower engineering; initial geostress; regression analysis; the least square method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence and Computational Intelligence, 2009. AICI '09. International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-3835-8
  • Electronic_ISBN
    978-0-7695-3816-7
  • Type

    conf

  • DOI
    10.1109/AICI.2009.362
  • Filename
    5376209