Intelligent Method Application in FuXi Tunnel Surrounding Rock Stability Classification of Tongling-Huangshan

Author

Zhou Shengquan ; Chen Haiming

Author_Institution

Sch. of Civil Eng. & Archit., Anhui Univ. of Sci. & Technol., Huainan, China

Volume

2

fYear

2010

fDate

11-12 May 2010

Firstpage

562

Lastpage

565

Abstract

In this paper, BP neural network´s powerful non-linear fitting ability is applied to establish the non-linear relationship between tunnel surrounding rock stability and its influencing factors. Tunnel surrounding rock stability classification intelligent method based on BP NN is built and is used to surrounding rock stability classification of FuXi tunnel of Tongling-Huangshan highway in Anhui province. The results show that the method is reliable.

Keywords

backpropagation; civil engineering computing; mechanical stability; neural nets; pattern classification; rocks; tunnels; BP neural network; FuXi tunnel; Tongling-Huangshan; surrounding rock classification; tunnel surrounding rock stability; Artificial intelligence; Artificial neural networks; Cities and towns; Design engineering; Humans; Intelligent networks; Neural networks; Nonlinear dynamical systems; Road transportation; Stability analysis; Artificial Neural Network; Stability of tunnel surrounding rock; Surrounding rock classification; Twin-tunnel;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Computation Technology and Automation (ICICTA), 2010 International Conference on

Conference_Location

Changsha

Print_ISBN

978-1-4244-7279-6

Electronic_ISBN

978-1-4244-7280-2

Type

conf

DOI

10.1109/ICICTA.2010.774

Filename

5523544