基于Monte-Carlo的滑坡失稳概率计算研究

廖景高,赵其华,刘宇,陈欢

raybet体育在线 院报 ›› 2014, Vol. 31 ›› Issue (7) : 29-33.

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raybet体育在线 院报 ›› 2014, Vol. 31 ›› Issue (7) : 29-33. DOI: 10.3969/j.issn.1001-5485.2014.07.005
工程安全与灾害防治

基于Monte-Carlo的滑坡失稳概率计算研究

  • 廖景高1,2a,2b,赵其华2a,2b,刘宇2a,2b,陈欢2a,2b
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Study on the Probability of Landslide Failure by Monte-Carlo Method

  • LIAO Jing-gao1,2,3,ZHAO Qi-hua2,3,LIU Yu2,3,CHEN Huan2,3
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摘要

普通的滑坡稳定性计算,只能对滑坡的安全性做一个直观的计算,而滑坡的失稳概率却无从得知。利用蒙特卡洛(Monte-Carlo)法可确定滑坡的失稳概率,但传统应用蒙特卡洛(Monte-Carlo)计算滑坡失稳概率时,常认为c和φ值服从正态分布,其实在不同情况下c和φ值服从多种分布。基于此,探讨了岩土体参数c和φ服从不同分布形式时的滑坡失稳概率计算。结果表明,不考虑c和φ值的变异系数和偏度系数计算得出的失稳概率比考虑c和φ值的变异系数和偏度系数计算出的失稳概率偏高,且2种失稳概率误差为10%~25%。上述研究对滑坡失稳概率计算有一定的参考价值。

Abstract

Landslide is the most common geological disaster with the most severe damages. By ordinary stability calculation we can only obtain the stability, and by using Monte-Carlo method we can determine the failure probability of landslide, in which case, however, the values of c and φ are regarded as to obey normal distribution. In fact, the values of c and φ obey different distributions under different circumstances. In view of this, we discuss the calculation of failure probability with different c and φ values in different distributions. Results reveal that the calculated failure probability in consideration of variation coefficient and skewness coefficient is smaller than that not considering variation coefficient and skewness coefficient. And the calculation error under these two circumstances ranges from 10% to 25%. By this research, the accuracy of failure probability calculation is enhanced.

关键词

滑坡 / 蒙特卡洛 / 失稳概率 / 正态分布 / 对数正态分布

Key words

landslide / Monte-Carlo / failure probability / normal distribution / lognormal distribution

引用本文

导出引用
廖景高,赵其华,刘宇,陈欢. 基于Monte-Carlo的滑坡失稳概率计算研究[J]. raybet体育在线 院报. 2014, 31(7): 29-33 https://doi.org/10.3969/j.issn.1001-5485.2014.07.005
LIAO Jing-gao,ZHAO Qi-hua,LIU Yu,CHEN Huan. Study on the Probability of Landslide Failure by Monte-Carlo Method[J]. Journal of Changjiang River Scientific Research Institute. 2014, 31(7): 29-33 https://doi.org/10.3969/j.issn.1001-5485.2014.07.005
中图分类号: P642.3   

参考文献

[1] 李 猛.边坡稳定可靠度的蒙特卡罗数值模拟及其应用研究[D] .河南:郑州大学, 2004: 5-24.(LI Meng. Numerical Simulation on Slope Stability Reliability by Monte-Carlo Method and Application[J]. Henan: Zhengzhou University, 2004: 5-24.(in Chinese))
[2] 贾鹏云,杜 宇.蒙特卡洛法在发耐斜坡稳定性评价中的应用[J] .路基工程,2010,(2): 127-129.(JIA Peng-yun, DU Yu. Application of Monte-Carlo Method in Evaluation of Fanai Slope Stability[J]. Subgrade Engineering,2010,(2): 127-129. (in Chinese))
[3] 徐钟济.蒙特卡罗方法[M] .上海:上海科学技术出版社,1985:156-162. (XU Zhong-ji. Monte-Carlo Method[M]. Shanghai: Shanghai Scientific and Technical Publishers, 1985: 156-162. (in Chinese))
[4] 赵寿刚,兰 雁,沈细中,等.蒙特卡罗法在土质边坡可靠性分析中的应用[J] .人民黄河,2006,28(5):65-66.(ZHAO Shou-gang, LAN Yan, SHEN Xi-zhong, et al. Monte-Carlo Method in Reliability Analysis of Earth Slopes Application[J]. Yellow River, 2006, 28(5): 65-66.(in Chinese))
[5] 许英姿,余宏明,唐辉明.蒙特卡罗法在某厂区土坡稳定性评价中的应用[J] .水文地质工程,2002,(2):49-52.(XU Ying-zi, YU Hong-ming, TANG Hui-ming. Application of Monte-Carlo Method to a Slope Stability Assessment[J]. Hydrogeology and Engineering Geology, 2002,(2):49-52. (in Chinese))
[6] 许文达.基于蒙特卡洛一有限元法的边坡可靠度分析[J] .福州大学学报(自然科学版),2004,(2):73-77.(XU Wen-da. Reliability Analysis of Slope Based on Monte-Carlo Finite Element Method[J]. Journal of Fuzhou University(Natural Science),2004,(2):73-77. (in Chinese))
[7] 陈 伟,许 强,王新平.单体滑坡灾害危险性评价方法研究[J] .地质与环境,2011,39(4):561-566.(CHEN Wei, XU Qiang, WANG Xin-ping. Study on the Method of Hazard Assessment for Single Landslide[J].Earth and Environment, 2011,39(4):561-566. (in Chinese))
[8] 刘 鑫.单体滑坡风险评价方法研究[D] .武汉:中国地质大学,2008. (LIU Xin. Methods of Landslide Risk Assessment[D]. Wuhan: China University of Geosciences, 2008. (in Chinese))
[9] 严春风,刘东燕,张建辉,等.岩土工程可靠度关于强度参数分布函数概型的敏感性分析[J] . 岩石力学与工程学报,1999,18(1):36-39.(YAN Chun-feng, LIU Dong-yan, ZHANG Jian-hui,et al. The Susceptibility Analysis of Reliability for the Probability Distribution Types of Parameters in Strength Criterion [J]. Chinese Journal of Rock Mechanics and Engineering, 1999,18(1):36-39. (in Chinese))
[10]张继周, 缪林昌.岩土参数概率分布类型及其选择标准[J] .岩石力学与工程学报,2009,28(增2):3526-3532.(ZHAN Ji-zhou, MIAO Lin-chang. Type of distribution and Selection Criteria of Soil Parameters[J]. Chinese Journal of Rock Mechanics and Engineering, 2009,28(Sup.2):3526-3532. (in Chinese))
[11]祝玉学.边坡可靠性分析[M] .北京:冶金工业出版社,1993. (ZHU Yu-xue. Slope Reliability Analysis[M]. Beijing: Metallurgical Industry Press, 1993. (in Chinese))
[12]罗文强,龚 珏.Rosenblueth方法在斜坡稳定性概率评价中的应用[J] .岩石力学与工程学报,2003,22(2):232-235.(LUO Wen-qiang, GONG Jue. Application of Rosenblueth Moment Estimation Method to Probabilistic Analysis of Slope Stability[J]. Chinese Journal of Rock Mechanics and Engineering,2003,22(2):232-235. (in Chinese))
[13]陈祖煜.土质边坡稳定分析——原理·方法·程序[M].北京:中国水利水电出版社,2003. (CHEN Zu-yu. Earth Slope Stability Analysis: Principle, Method, and Procedures[M]. Beijing: China Water Power Press, 2003. (in Chinese))
[14]陈 伟,许 强,王朝阳.蒙特卡洛在滑坡稳定性可靠度分析中的应用[J] .路基工程,2011,(4):135-137.(CHEN Wei, XU Qiang, WANG Zhao-yang. Application of Monte-Carlo Method in Reliability Analysis of Slope Stability[J]. Subgrade Engineering,2011,(4):135-137. (in Chinese))
[15]GB50021—2001,岩土工程勘察规范 [S] .北京:中国建筑工业出版社, 2009. (GB50021—2001, Specification of Geotechnical Investigation[S]. Beijing: China Architecture & Building Press, 2009. (in Chinese))

基金

国家重点基础研究发展计划(2011CB013501);长江学者和创新团队发展计划(IRT0812)

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