›› 2009, Vol. 30 ›› Issue (2): 425-428.

• Fundamental Theroy and Experimental Research • Previous Articles     Next Articles

Back analysis of initial geostress field of Zijinshan gold and copper mine

XU Chuan-hua 1, 2, DIAO Hu2, REN Qing-wen1, LI Ru-zhong2   

  1. 1. College of Civil Engineering, Hohai University, Nanjing 210098, China; 2. Ma’anshan Iinstitute of Mining Research, Ma’anshan 243004, China
  • Received:2007-04-19 Online:2009-02-10 Published:2011-01-27

Abstract:

Initial geostress is one of the key factors influencing stability of slope, underground cavity and foundation; and it is one of the elementary indexes required in engineering design. According to the measured geostress data of Zijinshan gold and copper mine, initial geostress field is derived from back analysis based on the support vector machine and simulated annealing. Firstly the support vector machine is used to substitute the time-consuming finite element analysis; secondly simulated annealing algorithm is used for the optimization of objective function for fear that the search often falls in one of the minimums and cannot go any further when the conventional mathematical optimization methods are employed. Through the comparison between computed and measured geostress values of measuring points, it is shown that the two are similar in values and directions, so that the results by the back analysis results are very close to the real geostress field; and it can satisfy design requirement.

Key words: Zijinshan gold and copper mine, initial geostress field, support vector machine, simulated annealing algorithm

CLC Number: 

  • TD 321
[1] RUAN Yong-fen, GAO Chun-qin, LIU Ke-wen, JIA Rong-gu, DING Hai-tao, . Inversion of rock and soil mechanics parameters based on particle swarm optimization wavelet support vector machine [J]. Rock and Soil Mechanics, 2019, 40(9): 3662-3669.
[2] WANG Qi , SUN Hui-bin , JIANG Bei , GAO Song , LI Shu-cai , GAO Hong-ke, . A method for predicting uniaxial compressive strength of rock mass based on digital drilling test technology and support vector machine [J]. Rock and Soil Mechanics, 2019, 40(3): 1221-1228.
[3] WANG Chang-shuo, WANG Liang-qing, GE Yun-feng, LIANG Ye, SUN Zi-hao, DONG Man-man, ZHANG Nan. A nonlinear method for determining two-dimensional joint roughness coefficient based on statistical parameters [J]. , 2017, 38(2): 565-573.
[4] WANG Kai-he, LUO Xian-qi, SHEN Hui, ZHANG Hai-tao. GSA-BP neural network model for back analysis of surrounding rock mechanical parameters and its application [J]. , 2016, 37(S1): 631-638.
[5] PEI Qi-tao, DING Xiu-li, LU Bo, HUANG Shu-ling, FU Jing, HAN Xiao-yu. Two-stage back analysis method of initial geostress field in dam areas considering distribution characteristics of geostress [J]. , 2016, 37(10): 2961-2970.
[6] LI Ning , WANG Li-guan , JIA Ming-tao , CHEN Jian-hong , TAN Zheng-hua,. Application of improved genetic algorithm and support vector machine to clustering analysis of rock mass structural plane [J]. , 2014, 35(S2): 405-411.
[7] JIANG An-nan , SHA Quan-xian , SONG Zhan-ping , LI Peng , WU Biao,. Integrate intelligent method for multi message of tunnel open excavation adjoining bridge pile [J]. , 2014, 299(2): 490-496.
[8] FAN Si-xia,ZHOU Qi-cai,XIONG Xiao-lei,ZHAO Jiong. Settlement prediction of tunnel based on multiple kernels learning mode [J]. , 2013, 34(S2): 291-298.
[9] YE Yong-jun, DING De-xin, LI Guang-yue, SONG Jian-bing, LI Feng. Regularities for liquid saturated seepage in uranium ore heap for heap leaching [J]. , 2013, 34(8): 2243-2248.
[10] WEN Bin , WU Qing-bai , JIANG Guan-li , ZHANG Peng . Back analysis of frozen soil thermal properties based on simulated annealing optimization algorithm [J]. , 2013, 34(8): 2401-2408.
[11] LI Qi-yue , XU Jie , WANG Wei-hua , CHEN Xing-ming , ZHANG Jun . Roof settlement predicting based on multi-scale mathematical morphological analysis [J]. , 2013, 34(2): 433-438.
[12] HE Ting-ting ,SHANG Yue-quan ,Lü Qing ,REN Shan-shan . Slope reliability analysis using support vector machine [J]. , 2013, 34(11): 3269-3276.
[13] PEI Qi-tao, LI Hai-bo, LIU Ya-qun. Back analysis of initial geostress field of dam site in west route of South-to-North water transfer project [J]. , 2012, 33(S2): 338-344.
[14] ZHANG Ming-yuan , SONG Hua-zhu , LI Bin , LI Yan . Prediction for bearing capacity of large-diameter and super-long steel pipe pile based on ICA-SVM [J]. , 2012, 33(9): 2759-2764.
[15] DONG Hui ,CHEN Jia-bo ,YANG Guo-yue ,FU He-lin ,HOU Jun-min . SVM prediction of nonstationary deformation of landslide based on identification with prior knowledge [J]. , 2012, 33(8): 2366-2372.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] LI Ying-yong,ZHANG Ding-li,ZHANG Hong-bo,SONG Xiu-guang. Research on failure mechanism and effects of prestressed anchor cables for reinforcing slopes[J]. , 2010, 31(1): 144 -150 .
[2] WANG Li-yan,JIANG Peng-ming,LIU Han-long. Mechanism analysis of residual liquefied deformation of breakwater during earthquake[J]. , 2010, 31(11): 3556 -3562 .
[3] LI Xiu-zhen,WANG Cheng-hua,DENG Hong-yan. A comparison of distance and Fisher discrimination methods applied to identifying potential landslides[J]. , 2011, 32(1): 186 -192 .
[4] KONG Xiang-xing, XIA Cai-chu, QIU Yu-liang, ZHANG Li-ying, GONG Jian-wu. Study of construction mechanical behavior of parallel-small spacing metro tunnels excavated by shield method and cross diaphragm (CRD) method in loess region[J]. , 2011, 32(2): 516 -524 .
[5] WANG Zhen-hong,ZHU Yue-ming,WU Quan-huai,ZHANG Yu-hui. Thermal parameters of concrete by test and back analysis[J]. , 2009, 30(6): 1821 -1825 .
[6] JI Wu-jun. Investigation and analysis of engineering problems for loess tunnels[J]. , 2009, 30(S2): 387 -390 .
[7] CHEN Li-hua , LIN Zhi , LI Xing-ping. Study of efficacy of systematic anchor bolts in highway tunnels[J]. , 2011, 32(6): 1843 -1848 .
[8] CHEN Li-wen, SUN De-an. Bifurcation analysis of overconsolidated clays with soil-water coupling along different stress paths[J]. , 2011, 32(10): 2922 -2928 .
[9] ZHENG Gang ZHANG Li-ming DIAO Yu. Analysis of working performance of piles beneath excavation bottom and settlement calculation[J]. , 2011, 32(10): 3089 -3096 .
[10] WANG Song-he,QI Ji-lin. Experimental study of relaxation characteristics of warm permafrost[J]. , 2012, 33(6): 1660 -1666 .