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
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;
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
DOI :
10.1109/AICI.2009.362