|
|
|
| ESTIMATION OF SHEAR STRENGTH PARAMETERS OF ROCK MASS BASED ON COPULA THEORY |
| YANG Chao1,HUANG Da1,2, ZHANG Yongxing 1,2,WU Junhong1 |
| (1. College of Civil Engineering,Chongqing University,Chongqing 400045,China;2. Key Laboratory of New Technology for Construction of China in Mountainous Area,Chongqing University,Chongqing 400045,China) |
|
|
|
|
Abstract The correlation between rock mass quality indices and shear strength parameters are investigated by means of analyzing the specimens tested in-situ of gently weathered marble rock mass in Jinping I hydropower station. Taking the advantage of Copula theory that the marginal distribution and dependence structure can be studied separately;the marginal distributions of variables under small sample conditions are established. The optimal fitting Copula functions of Q-f and Q-c are selected on basis of researching on the dependence structure between rock mass quality Q and shear strength parameters f and c. For similar rock mass,the guaranteed rates of estimated f and c by other methods can be obtained;and the estimate of f and c can be calculated with a certain guaranteed rates with known Q system by solving the conditional probability of the optimal fitting Copula functions. Then the guaranteed rates of estimated f and c by the predominant slope method and least-squares method are calculated;the estimation of f and c with a certain guaranteed rates are compared to the estimation by Hoek-Brown criterion. The results show that,Q has a positive correlation with f,while Q has a negative correlation with c,the symmetric structured Copula functions Nelsen NO 1 and Nelsen NO 2 are the optimal fitting Copula functions of Q-f and Q-c. The estimation of f and c by the predominant slope method and least-squares methods are skewed because the correlation between rock mass quality and shear strength parameters are ignored;and the rock mass shear strength derived from this paper?s method with guaranteed rates 0.8 is more coincident with practical situation than by Hoek-Brown criterion. This paper's method takes full use of the limited in-situ information,the shear strength parameters with a guaranteed rate can be estimated,it can be used for rock mass shear strength parameter estimation.
|
|
Received: 25 December 2012
|
|
|
|
| [1] CAI M,KAISER P K,UNO H,et al. Estimation of rock mass deformation modulus and strength of jointed hard rock masses using the GSI system[J]. International Journal of Rock Mechanics and Mining Sciences,2004,41(1):3–19.
[2] JUSTO J L,JUSTO E,AZANON J M,et al. The use of rock mass classification systems to estimate the modulus and strength of jointed rock[J]. Rock Mechanics and Rock Engineering,2010,43(3):287–304.
[3] 宋彦辉,巨广宏. 基于原位试验和规范的岩体抗剪强度与Hoek- Brown准则估值比较[J]. 岩石力学与工程学报,2012,31(5):1 000–1 006.(SONG Yanhui,JU Guanghong. Determination of rock mass shear strength based on in-situ tests and codes and comparison with estimation by Hoek-Brown criterion[J]. Chinese Journal of Rook Mechanics and Engineering,2012,31(5):1 000–1 006.(in Chinese))
[4] 胡盛明,胡修文. 基于量化的GSI系统和Hoek-Brown准则的岩体力学参数的估计[J]. 岩土力学,2011,32(3):861–866.(HU Shengming,HU Xiuwen. Estimation of rock mass parameters based on quantitative GSI system and Hoek-Brown criterion[J]. Rock and Soil Mechanics,2011,32(3):861–866.(in Chinese))
[5] BARTON N. Some new Q-value correlations to assist in site characterization and tunnel design[J]. International Journal of Rock Mechanics and Mining Sciences,2002,39(2):185–216.
[6] YANG X L,YIN J H. Slope equivalent Mohr-Coulomb strength parameters for rock masses satisfying the Hoek-Brown criterion[J]. Rock Mechanics and Rock Engineering,2010,43(4):505–511.
[7] HOEK E,WOOD D,SHAH S. A modified Hoek-Brown criterion for jointed rock masses[C]// Proceedings of Rock Characterization, Symposium of International Society of Rock Mechanics. [S. l.]:[s. n.],1992:209–213.
[8] 张永杰,曹文贵,赵明华,等. 基于地质强度指标与区间理论的岩体抗剪强度确定方法[J]. 岩土力学,2011,32(8):2 447–2 452. (ZHANG Yongjie,CAO Wengui,ZHAO Minghua,et al. Method for determining rock mass shear strength based on interval theory and geological strength index[J]. Rock and Soil Mechanics,2011,32(8):2 447–2 452.(in Chinese))
[9] 武 雄,贾志欣,陈祖煜,等. 工程岩体抗剪强度确定综合方法——GMEM 研究[J]. 岩石力学与工程学报,2005,24(2):246–251.(WU Xiong,JIA Zhixin,CHEN Zuyu,et al. Research on a synthetical method GMEM on ascertaining shear strength for engineering rock mass[J]. Chinese Journal of Rock Mechanics and Engineering,2005,24(2):246–251.(in Chinese))
[10] 宫凤强,李夕兵,邓 建. 小样本岩土参数概率分布的正态信息扩散法推断[J]. 岩石力学与工程学报,2006,25(12):2 559–2 564. (GONG Fengqiang,LI Xibing,DENG Jian. Probability distribution of small samples of geotechnical parameters using normal information spread method[J]. Chinese Journal of Rock Mechanics and Engineering,2006,25(12):2 559–2 564.(in Chinese))
[11] SKLAR A. Fonctions de répartition àn dimensions et leurs magres[J]. Publications de l?Institut de Statistique de l?Université de Paris,1959,(8):229–231.
[12] 韦艳华,张世英. Copula理论及其在金融分析上的运用[M]. 北京: 清华大学出版社,2008:9–11.(WEI Yanhua,ZHANG Shiying. Copula theory and its applications in financial analysis[M].Beijing:Tsinghua University Press,2008:9–11.(in Chinese))
[13] 宋松柏,蔡焕杰,金菊良,等. Copula函数及其在水文中的运用[M]. 北京:科学出版社,2012:93–94.(SONG Songbai,CAI Huanjie, JIN Juliang,et al. Copula theory and its applications in hydrology[M]. Beijing:Science Press,2004:93–94.(in Chinese))
[14] SHIAU J T. Fitting drought duration and severity with two-dimensional Copulas[J]. Water Resources Management,2006,20(5):795–815.
[15] SONG S B,SINGH V P. Frequency analysis of droughts using the Plackett Copula and parameter estimation by genetic algorithm[J]. Stochastic Environmental Research and Risk Assessment,2010,24(5),783–805.
[16] 唐小松,李典庆,周创兵,等. 基于Copula函数的基桩–荷载位移双曲线概率分析[J]. 岩土力学,2012,33(1):171–178.(TANG Xiaosong,LI Dianqing,ZHOU Chuangbing,et al. Probabilistic analysis of load-displacement hyperbolic curves of single pile using Copula[J]. Rock and Soil Mechanics,2012,33(1):171–178.(in Chinese))
[17] 黄润秋,许 模,陈剑平,等. 岩体结构精细描述及其工程应用[M].科学出版社,2004:180–187.(HUANG Runqiu,XU Mo,CHEN Jianping,et al. The fine description of rocks structure and its engineering application[M]. BeiJing:Science Press,2004:180–187.(in Chinese))
[18] 胡卸文,钟沛林,任志刚. 岩体块度指数及其工程意义[J]. 水利学报,2002,33(3):80–83.(HU Xiewen,ZHONG Peilin,REN Zhigang. Rock-mass block index and its engineering practice significance[J]. Journal of Hydraulic Engineering,2002,33(3):80–83.(in Chinese))
[19] 樊 妮,赫孝良,赵 谦. 基于Bayesian思想的最优Copula函数选择[J]. 工程数学学报,2012,29(4):516–522.(FAN Ni,HE Xiaoliang,ZHAO Qian. Optimal Copula function selection based on Bayesian methodology[J]. Chinese Journal of Engineering Mathematics,2012,29(4):516–522.(in Chinese))
[20] 唐家银. 基于Copula对随即元间相依性的研究及其运用[硕士学位论文][D]. 成都:西南交通大学,2005.(TANG Jiayin. The study and applicability involving dependence between random varieties based on Copulas. [M. S. Thesis][D]. Chengdu:Southwest Jiaotong University,2005.(in Chinese))
[21] NELSEN R B. An instruction to Copulas[M]. New York:Springer,2006:116–118.
[22] 张 雨. Archimedean Copula 函数在干旱分析中的运用[硕士学位论文][D]. 杨凌:西北农林科技大学,2010.(ZHANG Yu. Application of Archimedean Copulas functions in drought analysis[M. S. Thesis][D]. Yangling:Northwest A and F University,2010.(in Chinese))
[23] 中华人民共和国国家标准编写组. GB50487—2008水利水电工程地质勘察规范[S]. 北京:中国计划出版社,2009.(The National Standards Compilation Group of People?s Republic of China. GB50487—2008 Code for geological investigation of water resources and hydropower engineering[S]. Beijing:China Planning Press,2009.(in Chinese))
[24] HOEK E,DIEDERICHS M S. Empirical estimation of rock mass modulus[J]. International Journal of Rock Mechanics and Mining Sciences,2006,43(2):203–215. |
|
|
|