›› 2017, Vol. 38 ›› Issue (5): 1445-1462.doi: 10.16285/j.rsm.2017.05.027

• 岩土工程研究 • 上一篇    下一篇

Copula理论下基于g-line失效域的边坡可靠性分析

许晓亮1, 2,李建林1, 2,龚家伟2,宛良朋3,陈将宏2   

  1. 1. 河海大学 岩土力学与堤坝工程教育部重点实验室,江苏 南京 210098; 2. 三峡大学 三峡库区地质灾害教育部重点实验室,湖北 宜昌 443002;3. 武汉大学 水利水电学院,湖北 武汉 430071
  • 收稿日期:2015-07-18 出版日期:2017-05-11 发布日期:2018-06-05
  • 作者简介:许晓亮,男,1989年生,博士研究生,主要从事岩土工程方面的研究工作。
  • 基金资助:

    水利部公益性行业科研专项经费项目(No. 201401029);中央高校基本科研业务费专项资金资助(No. 2014B33714)。

Copula-based slope reliability analysis using g-line failure domain

XU Xiao-liang1, 2, LI Jian-lin1, 2, GONG Jia-wei2, WAN Liang-peng3, CHEN Jiang-hong2   

  1. 1. Key Laboratory of Geomechanics and Embankment Engineering, Ministry of Education, Hohai University, Nanjing, Jiangsu 210098, China; 2. Key Laboratory of Geological Hazards on Three Gorges Reservoir Area, Ministry of Education, China Three Gorges University, Yichang, Hubei 443002, China; 3. School of Water Resources and Hydropower, Wuhan University, Wuhan, Hubei 430072, China
  • Received:2015-07-18 Online:2017-05-11 Published:2018-06-05
  • Supported by:

    This work was supported by Commonweal Special Research Funds for Ministry of Water Resources (201401029) and the Fundamental research Funds for the Central Universities (2014B33714).

摘要: 针对边坡失效概率计算中功能函数难以确定、多重积分计算不便等问题,提出了Copula理论下基于g-line失效域的边坡可靠性分析方法。首先简要介绍了Copula理论,给出了基于Copula理论的边坡可靠性分析步骤,进而探讨了一般均质边坡的g-line曲线拟合形状及表征边坡失效域的抗剪强度参数范围,结果表明,二次多项式能很好拟合g-line曲线,内摩擦角和黏聚力可表征g-line曲线下的边坡失效域。以一均质边坡为例,通过在g-line失效域内积分,得出了3种Copula函数下边坡的失效概率,均与FORM及MCS法得出的结果比较接近,从而验证了Copula理论下基于g-line失效域的边坡可靠性分析方法的合理性。最后,讨论了不同Copula函数下失效概率计算结果的差异性随安全系数变化的特点,认为在低失效概率(高安全系数)时,可靠性分析结果对Copula函数类型比较敏感,应重视不同Copula函数类型引起的计算结果差异性及最优化问题的研究。

关键词: 均质边坡, 失效概率, g-line曲线, Copula函数, 数值积分

Abstract: To overcome difficulties in calculating the failure probability of slopes such as determining the performance function and solving multiple integration, a Copula-based method for analyzing slope reliability through the g-line failure domain was proposed in the present paper. Firstly, the Copula theory was briefly introduced and the procedures of Copula-based slope reliability analysis were presented. Then we discussed the g-line curve-fitting shapes of general homogeneous slopes and the range of shear strength parameters which represented the slope failure domain. It is found that the g-line curve can be fitted as the quadratic polynomial and the slope failure domain under the g-line curve can be represented by the friction angle and cohesion. Taking a homogeneous slope as an example, the failure probabilities of three different types of Copula functions were obtained by integrating the g-line failure domain. The results approximate to those calculated by traditional methods such as FORM and MCS, which demonstrate the reasonability of the Copula-based method for analyzing slope reliability using the g-line failure domain. Finally, we discussed the characteristics of the failure probabilities calculated by different Copula functions change with the safety factor. When the failure probability was low or the safety factor was high, the results are sensitive to the type of Copula function. Therefore, attention should be paid to the study of the different results caused by different function types and of the optimization problem.

Key words: homogeneous slope, failure probability, g-line curve, Copula function, numerical integration

中图分类号: 

  • TU 457

[1] 王 珍, 曹兰柱, 王 东, . 非均质边坡稳定性上限分析评价研究[J]. 岩土力学, 2019, 40(2): 737-742.
[2] 夏侯云山, 张抒, 唐辉明, 刘晓, 吴琼, . 考虑参数空间变异结构的结构化交叉约束 随机场模拟方法研究[J]. 岩土力学, 2019, 40(12): 4935-4945.
[3] 蒋水华,刘 贤,姚 池,杨建华,黄劲松,江先河,. 低概率水平岩质边坡系统可靠度分析[J]. , 2018, 39(8): 2991-3000.
[4] 郑 栋,李典庆,曹子君,方国光, . 土体参数空间变异性对边坡失效模式间相关性及系统可靠度的影响[J]. , 2017, 38(2): 517-524.
[5] 张 蕾,李典庆,唐小松,曹子君, . 基于贝叶斯理论的抗剪强度参数最优 Copula函数识别[J]. , 2016, 37(S2): 578-588.
[6] 辛军霞,吴兴征 ,高 伟,任国家 ,马骏翔 ,范 磊 , . 基于Copula函数的CFG桩复合地基载荷-变形曲线的概率分析[J]. , 2016, 37(S1): 424-434.
[7] 年廷凯 ,刘 凯 ,黄润秋 ,王 亮 ,张彦君 , . 多阶多层复杂边坡稳定性的通用上限方法[J]. , 2016, 37(3): 842-849.
[8] 徐栋栋 ,杨永涛 ,郑 宏 ,邬爱清,. 自由度具有物理含义的线性无关高阶数值流形法[J]. , 2016, 37(10): 2984-2992.
[9] 蒋水华 ,李典庆,. 考虑参数空间变异性多层土坡系统可靠度分析[J]. , 2015, 36(S1): 629-633.
[10] 刘 晓 ,唐辉明 ,熊承仁 ,刘清秉,. 考虑能量-时间分布的边坡动力可靠性分析新方法[J]. , 2015, 36(5): 1428-1443.
[11] 唐小松,李典庆,周创兵,方国光, . 基于Bootstrap方法的岩土体参数联合分布模型识别[J]. , 2015, 36(4): 913-922.
[12] 胡松山 ,童申家 ,刘斌清 ,谭 华 ,覃润浦 , . 基于非均质边坡强度折减法的三维桥基边坡稳定性分析[J]. , 2014, 35(S2): 653-661.
[13] 孙长宁,曹 净,宋志刚,赵惠敏,桂 跃. 基坑体系可靠度的条件概率计算方法[J]. , 2014, 35(4): 1211-1216.
[14] 苏国韶,赵 伟,彭立锋,燕柳斌. 边坡失效概率估计的高斯过程动态响应面法[J]. , 2014, 35(12): 3592-3601.
[15] 李 萍,黄丽娟,李振江,李新生,李同录. 甘肃黄土高边坡可靠度研究[J]. , 2013, 34(3): 811-817.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!