Probability-Based Design of Reinforced Rock Slopes Using Coupled FORM and Monte Carlo Methods

IF 5.5 2区 工程技术 Q1 ENGINEERING, GEOLOGICAL
Bak Kong Low, Chia Weng Boon
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引用次数: 0

Abstract

Abstract The efficiency of the first-order reliability method (FORM) and the accuracy of Monte Carlo simulations (MCS) are coupled in probability-based designs of reinforced rock slopes, including a Hong Kong slope with exfoliation joints. Load–resistance duality is demonstrated and resolved automatically in a foundation on rock with a discontinuity plane. Other examples include the lengthy Hoek and Bray deterministic vectorial procedure for comprehensive pentahedral blocks with external load and bolt force, which is made efficient and more succinct before extending it to probability-based design via MCS-enhanced FORM. The FORM–MCS–FORM design procedure is proposed for cases with multiple failure modes. For cases with a dominant single failure mode, the time-saving importance sampling (IS) and the fast second-order reliability method (SORM) can be used in lieu of MCS. Two cases of 3D reinforced blocks (pentahedral and tetrahedral, respectively) with the possibility of multiple sliding modes are investigated. In the case of the reinforced pentahedral block, direct MCS shows that there is only one dominant failure mode, for which the efficient method of importance sampling at the FORM design point provides fast verification of the revised design. In the case of the reinforced tetrahedral block, there are multiple failure modes contributing to the total failure probability, for which the proposed MCS-enhanced FORM procedure is demonstrated to be essential. Comparisons are made between Excel MCS and MATLAB MCS.
基于耦合形式和蒙特卡罗方法的加筋边坡概率设计
摘要一阶可靠度方法(FORM)的有效性和蒙特卡罗模拟(MCS)的准确性在基于概率的加固岩质边坡设计中得到了耦合,其中包括一个带有剥落节理的香港边坡。在具有不连续面的岩石基础上,对荷载-阻力对偶性进行了论证和自动求解。其他的例子还包括Hoek和Bray针对具有外部载荷和螺栓力的综合五面体块的冗长的确定性向量程序,在通过mcs增强的FORM将其扩展到基于概率的设计之前,该程序变得更加高效和简洁。针对具有多种失效模式的情况,提出了FORM-MCS-FORM设计程序。对于单一失效模式占主导地位的情况,可采用省时的重要抽样(IS)和快速二阶可靠性法(SORM)代替MCS。研究了具有多种滑动模式可能性的两种三维增强块体(分别为五面体和四面体)。对于加筋五面体砌块,直接MCS表明其只存在一种主导破坏模式,在FORM设计点采用重要抽样的有效方法为修改后的设计提供了快速验证。在增强四面体块体的情况下,存在多种破坏模式对总破坏概率的贡献,其中所提出的mcs增强FORM程序是必不可少的。对Excel MCS和MATLAB MCS进行了比较。
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来源期刊
Rock Mechanics and Rock Engineering
Rock Mechanics and Rock Engineering 工程技术-地球科学综合
CiteScore
10.90
自引率
11.30%
发文量
405
审稿时长
4.9 months
期刊介绍: Rock Mechanics and Rock Engineering covers the experimental and theoretical aspects of rock mechanics, including laboratory and field testing, methods of computation and field observation of structural behavior. The journal maintains the strong link between engineering geology and rock engineering, providing a bridge between fundamental developments and practical application. Coverage includes case histories on design and construction of structures in rock such as underground openings, large dam foundations and rock slopes. Fields of interest include rock mechanics in all its varied aspects including laboratory testing, field investigations, computational methods and design principles. The journal also reports on applications in tunneling, rock slopes, large dam foundations, mining, engineering and engineering geology.
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