Characterizing large-scale weak interlayer shear zones using conditional random field theory

被引:6
作者
Han, Gang [1 ]
Zhang, Chuanqing [2 ,3 ]
Singh, Hemant Kumar [4 ]
Liu, Rongfei [2 ]
Chen, Guan [5 ,6 ]
Huang, Shuling [1 ]
Zhou, Hui [2 ,3 ]
Zhang, Yuting [1 ]
机构
[1] Changjiang River Sci Res Inst, Minist Water Resources, Key Lab Geotech Mech & Engn, Wuhan, Peoples R China
[2] Chinese Acad Sci, Inst Rock & Soil Mech, State Key Lab Geomech & Geotech Engn, Wuhan, Peoples R China
[3] Univ Chinese Acad Sci, Beijing, Peoples R China
[4] Rajiv Gandhi Inst Petr Technol, Dept Petr Engn & Geoengn, Jais 229304, Amethi, India
[5] Wuhan Univ, Inst Engn Risk & Disaster Prevent, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Peoples R China
[6] Leibniz Univ Hannover, Inst Risk & Reliabil, D-30167 Hannover, Germany
基金
中国国家自然科学基金;
关键词
Interlayer shear weakness zone; Baihetan hydropower station; Conditional random field; Kriging interpolation technique; Activation analysis; STRENGTH; UNCERTAINTY; REDUCTION;
D O I
10.1016/j.jrmge.2023.02.032
中图分类号
P5 [地质学];
学科分类号
0709 ; 081803 ;
摘要
The shear behavior of large-scale weak intercalation shear zones (WISZs) often governs the stability of foundations, rock slopes, and underground structures. However, due to their wide distribution, undulating morphology, complex fabrics, and varying degrees of contact states, characterizing the shear behavior of natural and complex large-scale WISZs precisely is challenging. This study proposes an analytical method to address this issue, based on geological fieldwork and relevant experimental results. The analytical method utilizes the random field theory and Kriging interpolation technique to simplify the spatial uncertainties of the structural and fabric features for WISZs into the spatial correlation and variability of their mechanical parameters. The Kriging conditional random field of the friction angle of WISZs is embedded in the discrete element software 3DEC, enabling activation analysis of WISZ C-2 in the underground caverns of the Baihetan hydropower station. The results indicate that the activation scope of WISZ C-2 induced by the excavation of underground caverns is approximately 0.5e1 times the main powerhouse span, showing local activation. Furthermore, the overall safety factor of WISZ C-2 follows a normal distribution with an average value of 3.697. (c) 2023 Institute of Rock and Soil Mechanics, Chinese Academy of Sciences. Production and hosting by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/ licenses/by-nc-nd/4.0/).
引用
收藏
页码:2611 / 2625
页数:15
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