Title :
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
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;
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
DOI :
10.1109/ICICTA.2010.774
