The Design and Implementation of Intelligent Prediction System of Shield Construction

Article Preview

Abstract:

The paper discusses the factor and mechanism of the surface deformation caused by shield construction and introduces the process of design and implementation of intelligent prediction system of the surface deformation using BP neural network. It researches the system prediction precision and shows that it is a feasible method to predict the surface deformation.

You might also be interested in these eBooks

Info:

Periodical:

Advanced Materials Research (Volumes 926-930)

Pages:

669-672

Citation:

Online since:

May 2014

Authors:

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2014 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

* - Corresponding Author

[1] Yongfu Xu. The Influence of the Shield Tunnelling Construction on the Surrounding soil [J]. Journal of Underground Engineering and Tunnel, 1999(in Chinese).

Google Scholar

[2] Liqun Han. Tutorial of Artificial neural network [M]. Beijing: Beijing University of Posts and Telecommunications Press, 2006(in Chinese).

Google Scholar

[3] Wusheng Hu. Theory of Neural Network and its Engineering Application [M]. Beijing: Surveying and Mapping Press, 2006(in Chinese).

Google Scholar

[4] Yiping Shi. The Prediction System of Surface Deformation caused by the Shield Construction [J]. The Mechanical Design and Research, 2009(in Chinese).

Google Scholar

[5] Min Hu. Shield Tunnel Construction Parameter Control [J]. Computer engineering, 2005(in Chinese).

Google Scholar