DocumentCode :
2438375
Title :
Establishment of grey system model about tunnel surrounding rock convergence and information renewal GM(1,1) model forecasting
Author :
Dai, Tieding ; Xie, Deming ; Yao, Hongzhi ; Li, Guofu
Author_Institution :
Sch. of Transp., Southeast Univ., Nanjing, China
fYear :
2011
fDate :
24-26 June 2011
Firstpage :
310
Lastpage :
314
Abstract :
Deformation monitoring of tunnel surrounding rock plays an important role in process of tunnel construction, which is also a important method of grasping surrounding rock dynamic information and ensuring stability in the period of tunnel construction. Prediction of surrounding rock displacement is the key method of changing support parameter design, estimating stability of surrounding rock primary support and forecasting of accident and dangerous situation which may occur. Traditional forecast method is general numerical calculation which is based on geotechnical mechanics and statistical fitting method, or other method. In this paper, according to surrounding rock convergence deformation data about tunnel, programming is carried on which is based on MATLAB7.0 software;GM (1,1) forecasting model of surrounding rock convergence deformation is established, and the deformation of surrounding rock is forecasted. Through comparative study of forecasting value and measured value of two tunnel sections, it is found that GM(1,1) model is suitable for short term forecasting, and about 2-3 data after giving date could be forecasted. Precision of information renewal GM(1,1) model is higher than which of normal GM(1,1)model, and information renewal GM(1,1) model is suitable for long term forecasting.
Keywords :
construction industry; deformation; forecasting theory; geotechnical engineering; grey systems; mechanical stability; rocks; tunnels; MATLAB7.0 software; deformation monitoring; grey system model; information renewal GM(1,1) model forecasting; rock convergence deformation; rock displacement; rock dynamic information; tunnel construction; tunnel surrounding rock; Convergence; Data models; Deformable models; Forecasting; Mathematical model; Predictive models; Rocks; forecasting; grey system theory; information renewal GM(1,1) model; tunnel surrounding rock;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Remote Sensing, Environment and Transportation Engineering (RSETE), 2011 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-9172-8
Type :
conf
DOI :
10.1109/RSETE.2011.5964276
Filename :
5964276
Link To Document :
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