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Bivariate distribution of shear strength parameters using copulas and its impact on geotechnical system reliability

机译:使用关联函数的抗剪强度参数的二元分布及其对岩土系统可靠性的影响

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摘要

The objective of this paper is to investigate the effect of copulas for constructing the bivariate distribution of shear strength parameters on system reliability of geotechnical structures. First, the bivariate distribution of shear strength parameters is constructed using copulas. Second, the implementation procedure of system reliability analysis using direct Monte Carlo simulation (MCS) is developed. Finally, the system reliability of a retaining wall and a rock wedge slope is presented to explore the effect of copula selection on geotechnical system reliability. The results indicate that the system reliability of geotechnical structures under incomplete probability information could not be determined uniquely because the bivariate distribution of cohesion and friction angle with given marginal distributions and correlation coefficient could not be determined uniquely. The copulas for modeling dependence structure between cohesion and friction angle have a significant influence on the system reliability of geotechnical structures. Such an influence includes two phases separately. The first phase is that the dependence structure between shear strength parameters characterized by copulas affects the reliability of single failure mode, depending on the marginal distributions, dependence structure between shear strength parameters, and reliability level of each failure mode. The second phase is that the reliability of each failure mode influences on system reliability, only depending on reliability level of each failure mode and correlations among various failure modes. It is important to distinguish between the effect of copula selection on reliability of each failure mode and that on geotechnical system reliability. (C) 2015 Elsevier Ltd. All rights reserved.
机译:本文的目的是研究在构造抗剪强度参数的双变量分布的copulas对岩土结构系统可靠性的影响。首先,使用copulas构造抗剪强度参数的二元分布。其次,开发了使用直接蒙特卡洛模拟(MCS)进行系统可靠性分析的实现程序。最后,给出了挡土墙和岩石楔形边坡的系统可靠性,以探讨配比选择对岩土系统可靠性的影响。结果表明,由于不能唯一确定具有给定的边际分布和相关系数的内聚力和摩擦角的二元分布,因此不能唯一确定不完全概率信息下岩土结构的系统可靠性。建模内聚力​​和摩擦角之间的依存关系的copula对岩土结构的系统可靠性有重大影响。这种影响分别包括两个阶段。第一阶段是,由copulas表征的抗剪强度参数之间的依赖性结构会影响单一破坏模式的可靠性,这取决于边际分布,抗剪强度参数之间的依赖性结构以及每种破坏模式的可靠性水平。第二阶段是,每种故障模式的可靠性仅取决于每种故障模式的可靠性级别以及各种故障模式之间的相关性,都会影响系统可靠性。重要的是要区分选择配饰对每种失效模式的可靠性和对岩土系统的可靠性的影响。 (C)2015 Elsevier Ltd.保留所有权利。

著录项

  • 来源
    《Computers and Geotechnics》 |2015年第7期|184-195|共12页
  • 作者单位

    Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Key Lab Rock Mech Hydraul Struct Engn, Minist Educ, Wuhan 430072, Peoples R China;

    Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Key Lab Rock Mech Hydraul Struct Engn, Minist Educ, Wuhan 430072, Peoples R China;

    Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Key Lab Rock Mech Hydraul Struct Engn, Minist Educ, Wuhan 430072, Peoples R China;

    Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Key Lab Rock Mech Hydraul Struct Engn, Minist Educ, Wuhan 430072, Peoples R China;

    Univ Western Australia, ARC Ctr Excellence Geotech Sci & Engn, Crawley, WA 6009, Australia;

    Nanchang Univ, Sch Civil Engn & Architecture, Nanchang 330031, Peoples R China;

    Natl Univ Singapore, Dept Civil & Environm Engn, Singapore 117576, Singapore;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Geotechnical structures; Retaining wall; Rock wedge slope; System reliability; Probability of failure; Copulas;

    机译:岩土结构;挡土墙;岩楔坡度;系统可靠性;失效概率;Copulas;

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