Reliability analysis of horizontally loaded pile considering spatial variability of soil parameters

蒙特卡罗方法 空间变异性 岩土工程 随机场 结构工程 随机变量 Sobol序列 偏转(物理) 可靠性(半导体) 工程类 数学 统计 光学 量子力学 功率(物理) 物理
作者
Xiaoling Zhang,Jiao Bo-han,Benwei Hou
出处
期刊:Soil Dynamics and Earthquake Engineering [Elsevier BV]
卷期号:143: 106648-106648 被引量:10
标识
DOI:10.1016/j.soildyn.2021.106648
摘要

In the design and analysis of pile foundations, the horizontal load is an important factor that needs to be considered. The reliability analysis can take the uncertainty of various parameters into consideration and thus reduce the design deviations, especially the uncertainty of soil parameters. This paper proposes a reliability analysis method considering the spatial variability of soil for the horizontally loaded pile. Firstly, a parameter sensitivity analysis was performed by the Sobol sensitivity method, and the critical variables, including the undrained shear strength Cu, the soil strain ε50, which represents the soil strain when principal stress difference reaches half (50%) of the maximum value in triaxial test, and the horizontal load and applied moment, are identified and taken as the random variables. Moreover, the spatial variability of soil parameters (Cu and ε50) are simulated as one-dimensional random field through the orthogonal series expansion method. The failure probabilities of pile foundation under the failure modes of deflection and strength are evaluated by Monte Carlo simulation. Finally, the proposed method is verified through case study in which the influences of the spatial variability of soil parameters, the uncertainty of the horizontal load on the failure probability were investigated. The results show that the uncertainty of horizontal loads and Cu make significant effects on the reliability of pile foundations. The increase of correlation length of Cu and ε50 will lead to the increase of the mean value of pile response, which has different effects on the failure probability under different failure modes.
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