Journal of Shanghai Jiaotong University >
Determination of Soil Parameters for Numerical Simulation of an Excavation
Received date: 2014-12-07
Online published: 2016-01-29
It is relatively difficlut to determine the parameters adopted in numerical simulation of excavation due to the non-uniformity and uncertainties of soil. In this paper, an inverse analysis method for deep excavation based on the Pareto multiobjective optimization was proposed. The excavation process was first simulated in ABAQUS. A multialgorithm genetically adaptive multiobjective method (AMALGAM) was then invoked by Matlab to identify the soil parameters in excavation with multiple types of field observations. The proposed method was applied to the analysis of a well-instrumented deep well to predict the wall deflection, as well as the ground surface settlement in following excavation with acceptable accuracy. In addition, the nine soil parameters obtained from the inverse analysis on Changshou Road Station excavation were presented, which probably could be uesd as reference for other excavations.
ZHAO Xiangshan, CHEN Jinjian, HUANG Zhonghui, WANG Jianhua . Determination of Soil Parameters for Numerical Simulation of an Excavation[J]. Journal of Shanghai Jiaotong University, 2016 , 50(01) : 1 -7 . DOI: 10.16183/j.cnki.jsjtu.2016.01.001
[1] | 侯永茂, 王建华, 陈锦剑. 超大型深基坑开挖过程三维有限元分析[J]. 岩土工程学报, 2006, 28(增刊1): 1374-1377. |
[1] | HOU Yongmao, WANG Jianhua, CHEN Jinjian. 3D FEM analysis of over size and deep excavation[J]. Chinese Journal of Geotechnical Engineering, 2006, 28(Sup1): 1374-1377. |
[2] | 徐中华, 王卫东. 敏感环境下基坑数值分析中土体本构模型的选择[J]. 岩土力学, 2010, 31(1): 258-264. |
[2] | XU Zhonghua, WANG Weidong. Selection of soil constitutivemodels for numerical analysis of deep excavations in closeproximity to sensitive properties[J]. Rock and Soil Mechanics, 2010, 31(1): 258-264. |
[3] | KAVANAGH K T, CLOUGH R W. Finite element applications in the characteriazation of elastic solids[J]. International Journal of Solids and Structures, 1971, 7(3): 11-23. |
[4] | GIODA G, MAIER G. Direct search solution of an inverse problem in elastoplasticity: Identification of cohesion, friction angle and in situ stress by pressure tunnel tests[J]. International Journal for Numerical Methods in Engineering, 1980, 15(12): 1823-1848. |
[5] | HASHASH Y M A, LEVASSEUR S, OSOULI A, et al. Comparison of two inverse analysis techniques for learning deep excavation response[J]. Computers and Geotechnics, 2010, 37(3): 323-333. |
[6] | HASHASH Y M A, MARULANDA C, GHABOUSSI J, et al. Novel approach to integration of numerical modeling and field observations for deep excavations[J]. Journal of Geotechnical and Geoenvironmental Engineering, 2006, 132(8): 1019-1031. |
[7] | ZHANG L L, ZHANG J, ZHANG L M, et al. Back analysis of slope failure with Markov Chain Monte Carlo simulation[J]. Computers and Geotechnics, 2010, 37(7, 8): 905-912. |
[8] | ZHANG L L, ZUO Z B, YE G L, et al. Probabilistic parameter estimation and predictive uncertainty based on field measurements for unsaturated soil slope[J]. Computers and Geotechnics, 2013, 48: 72-81. |
[9] | 李镜培, 褚峰. 基于径向基神经网络的基坑支护位移预测方法[J]. 地下空间与工程学报, 2005, 1(4): 506-509. |
[9] | LI Jingpei, ZHU Feng. Displacements prediction for the support of excavation by radial basis function neural network method[J]. Chinese Journal of Underground Space and Engineering, 2005, 1(4): 506-509. |
[10] | 郑俊杰, 郭嘉, 李福豪. 基于免疫算法的岩土工程可靠度分析[J]. 岩土工程学报, 2007, 29(5): 785-788. |
[10] | ZHENG Junjie, GUO Jia, LEE Fook Hou. Immune algorithm for reliability analysis of geotechnical engineering[J]. Chinese Journal of Geotechnical Engineering, 2007, 29(5): 785-788. |
[11] | 郑俊杰, 刘勇, 郭嘉. β分布在岩土工程模糊可靠性分析中的应用[J]. 华中科技大学学报(自然科学版), 2008, 36(10): 106-109. |
[11] | ZHENG Junjie, LIU Yong, GUO Jia. Application of Bdistribution in fuzzy reliability analysis of geotechnical engineering[J]. Journal of Huazhong University of Science and Technology(Nature Science Edition), 2008, 36(10): 106-109. |
[12] | FINNO R J. Supported excavations: Observational method and inverse modeling[J]. Journal of Geotechnical and Geenvironmental Engineering, 2005, 131(7): 826-836. |
[13] | 张俊峰, 王建华, 陈锦剑, 等. 跨越运营地铁隧道超大基坑开挖的土体参数反分析[J]. 上海交通大学学报, 2012, 46(1): 42-46. |
[13] | ZHANG Junfeng, WANG Jianhua, CHEN Jinjian, et al. 3-D FEM back-analysis of an oversize and deep excavation[J]. Journal of Shanghai Jiaotong University, 2012, 46(1): 42-46. |
[14] | JUANG C H, LUO Z, ATAMTURKTUR S, et al. Bayesian updating of soil parameters for braced excavations using field observations[J]. Journal of Geotechnical and Geenvironmental Engineering, 2013, 139(3): 395-406. |
[15] | 公茂果, 焦李成, 杨咚咚, 等. 进化多目标优化算法研究[J]. 软件学报, 2009, 20(2): 271-289. |
[15] | GONG Maoguo, JIAO Licheng, YANG Dong-dong, et al. Research on evalutionary multi-objective optimization algorithms[J]. Journal of Software, 2009, 20(2): 271-289. |
[16] | VRUGHT J A, ROBINSON B A. Improved evolutionary optimization from genetically adaptive multimethod search[J]. Proceedings of the National Academy of Sciences of the United States of America, 2007, 104(3): 708-711. |
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