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基于可信性理论蒙特卡罗模拟模型的重力坝失稳风险分析

Risk analysis of gravity dam instability using credibility theory Monte Carlo simulation model.

作者信息

Xin Cao, Chongshi Gu

机构信息

State Key Laboratory of Hydrology and Water Resources and Hydraulic Engineering, Hohai University, Nanjing, 210098 Jiangsu People's Republic of China ; National Engineering Research Center of Water Resources Efficient Utilization and Engineering Safety, Hohai University, Nanjing, 210098 Jiangsu People's Republic of China ; College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, 210098 Jiangsu People's Republic of China.

出版信息

Springerplus. 2016 Jun 18;5(1):778. doi: 10.1186/s40064-016-2508-7. eCollection 2016.

Abstract

Risk analysis of gravity dam stability involves complicated uncertainty in many design parameters and measured data. Stability failure risk ratio described jointly by probability and possibility has deficiency in characterization of influence of fuzzy factors and representation of the likelihood of risk occurrence in practical engineering. In this article, credibility theory is applied into stability failure risk analysis of gravity dam. Stability of gravity dam is viewed as a hybrid event considering both fuzziness and randomness of failure criterion, design parameters and measured data. Credibility distribution function is conducted as a novel way to represent uncertainty of influence factors of gravity dam stability. And combining with Monte Carlo simulation, corresponding calculation method and procedure are proposed. Based on a dam section, a detailed application of the modeling approach on risk calculation of both dam foundation and double sliding surfaces is provided. The results show that, the present method is feasible to be applied on analysis of stability failure risk for gravity dams. The risk assessment obtained can reflect influence of both sorts of uncertainty, and is suitable as an index value.

摘要

重力坝稳定性风险分析涉及许多设计参数和实测数据中的复杂不确定性。由概率和可能性共同描述的稳定失效风险比在表征模糊因素的影响以及实际工程中风险发生可能性的表示方面存在不足。本文将可信性理论应用于重力坝稳定失效风险分析。考虑到失效准则、设计参数和实测数据的模糊性和随机性,将重力坝的稳定性视为一个混合事件。引入可信性分布函数作为表示重力坝稳定性影响因素不确定性的新方法。并结合蒙特卡洛模拟,提出了相应的计算方法和步骤。基于一个坝段,给出了该建模方法在坝基和双滑动面风险计算中的详细应用。结果表明,该方法应用于重力坝稳定失效风险分析是可行的。所获得的风险评估能够反映两种不确定性的影响,适合作为指标值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e42a/4912520/df25cedb285d/40064_2016_2508_Fig1_HTML.jpg

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