Reliability assessment of stability of underground rock caverns

被引:72
|
作者
Goh, A. T. C. [1 ]
Zhang, W. [1 ]
机构
[1] Nanyang Technol Univ, Sch Civil & Environm Engn, Singapore 639798, Singapore
关键词
Neural networks; Probability of failure; Reliability index; Rock cavern; Safety factor; Stability; ALGORITHM;
D O I
10.1016/j.ijrmms.2012.07.012
中图分类号
P5 [地质学];
学科分类号
0709 ; 081803 ;
摘要
Conventional stability assessment of underground tunnels and caverns involves the determination of a factor of safety in which failure is assumed to occur when the load (stress) of the system exceeds the resistance. It is widely recognized that a deterministic analysis of the factor of safety gives only a partial representation of the true margin of safety, since the uncertainties in the design parameters affect the probability of failure. In this paper, a simplified procedure is proposed for evaluating the probability of stress-induced instability for deep underground rock caverns for preliminary design applications. Extensive parametric studies were carried out using a finite difference program to determine the factor of safety for caverns of various dimensions and rock mass strength. Subsequently, the limit state surface was determined through an artificial neural network approach following which a simplified reliability method of evaluating the probability of failure was developed. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:157 / 163
页数:7
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