用Sobol法对重力坝沿基面抗滑稳定性影响因素进行敏感性分析

IF 3.7 Q1 WATER RESOURCES Water science and engineering Pub Date : 2023-10-11 DOI:10.1016/j.wse.2023.10.001
Bo Xu, Shi-da Wang
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引用次数: 0

摘要

重力坝沿坝基面的抗滑稳定性是重力坝设计中的关键问题。本文提出了影响重力坝沿基面抗滑稳定性因素的敏感性分析框架。根据设计规范,综合选取了某重力坝的荷载及影响稳定性的因素。然后,采用拉丁超立方抽样的Sobol方法对各因素的敏感性进行了初步分析。然后,将灵敏度分析结果与Garson方法的结果进行了验证。最后,评价了不同抽样方法、因子样本的概率分布类型和因子值的取值范围对分析结果的影响。以云南某典型重力坝为例研究表明,影响重力坝抗滑稳定性的主要因素是抗剪黏聚力、上下游水位、抗剪摩擦系数、上拔压减阻系数、混凝土密度和粉砂高度。抽样方法的选择对分析结果影响不显著,但概率分布类型和因子值的取值范围对分析结果影响较大。因此,应充分考虑这两个因素,以提高大坝抗滑稳定性分析的可靠性。
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Sensitivity analysis of factors affecting gravity dam anti-sliding stability along a foundation surface using Sobol method

The anti-sliding stability of a gravity dam along its foundation surface is a key problem in the design of gravity dams. In this study, a sensitivity analysis framework was proposed for investigating the factors affecting gravity dam anti-sliding stability along the foundation surface. According to the design specifications, the loads and factors affecting the stability of a gravity dam were comprehensively selected. Afterwards, the sensitivity of the factors was preliminarily analyzed using the Sobol method with Latin hypercube sampling. Then, the results of the sensitivity analysis were verified with those obtained using the Garson method. Finally, the effects of different sampling methods, probability distribution types of factor samples, and ranges of factor values on the analysis results were evaluated. A case study of a typical gravity dam in Yunnan Province of China showed that the dominant factors affecting the gravity dam anti-sliding stability were the anti-shear cohesion, upstream and downstream water levels, anti-shear friction coefficient, uplift pressure reduction coefficient, concrete density, and silt height. Choice of sampling methods showed no significant effect, but the probability distribution type and the range of factor values greatly affected the analysis results. Therefore, these two elements should be sufficiently considered to improve the reliability of the dam anti-sliding stability analysis.

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来源期刊
CiteScore
6.60
自引率
5.00%
发文量
573
审稿时长
50 weeks
期刊介绍: Water Science and Engineering journal is an international, peer-reviewed research publication covering new concepts, theories, methods, and techniques related to water issues. The journal aims to publish research that helps advance the theoretical and practical understanding of water resources, aquatic environment, aquatic ecology, and water engineering, with emphases placed on the innovation and applicability of science and technology in large-scale hydropower project construction, large river and lake regulation, inter-basin water transfer, hydroelectric energy development, ecological restoration, the development of new materials, and sustainable utilization of water resources.
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