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《Soil Engineering and Foundation》 2011-01
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Research on Displacement Back Analysis of Surrounding Rock of Tunnel Based on BP Neural Network

LI Jing cheng1,LIU Zhi feng2(1.Wuhan Municipal Engineering Quality Supervision Station,Wuhan 430010;2.Military Economy Academy of PLA,Wuhan 430033,China)  
According to the monitored data in Yinzuiyan tunnel,the displacement back analysis of surrounding rock of highway tunnel was studied based on BP neural network.The excavation and lining of tunnel was simulated by FLAC3D to establish the relationship between the parameters combination of tunnel and the displacement calculation,then the samples used to BP neural network's training and testing was established,too.The model of displacement back analysis was obtained by training and testing these samples.Finally,the mechanical parameters of surrounding rock stability was back analyzed based on this model according to the monitored data in Yinzuiyan tunnel,in which the mechanical parameters was provided for the stability evaluation of surrounding rock of Yinzuiyan tunnel.
【CateGory Index】: U456.31
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【Citations】
Chinese Journal Full-text Database 4 Hits
1 Wang Zhiyin(Xi'an Mining Institute, Xi'an 710054)Yang Zhifa;Wang Sijing(Engineering Geomechanics Laboratory, Institute of Geology CAS, Beijing 100029);A REVIEW ON INVERSE ANALYSIS OF DISPLACEMENTS IN ROCK MECHANICS[J];ADVANCES IN MECHANICS;1998-04
2 Feng Xiating 1, 2 Zhang Zhiqiang 2 Yang Chengxiang 2 Lin Yunmei 2 ( 1 Institute of Rock and Soil Mechanics, The Chinese Academy of Sciences, Wuhan 430071 China) ( 2 Northeastern University, Shenyang 110006 China);STUDY ON GENETIC NEURAL NETWORK METHOD OF DISPLACEMENT BACK ANALYSIS[J];CHINESE JOURNAL OF ROCK MECHANICS AND ENGINEERING;1999-05
3 Feng Xiating 1, 2 , Jia Mintai 3 ( 1 Northeastern University, Shenyang 110006 China) ( 2 Institute of Rock and Soil Mechanics, The Chinese Academy of Sciences, Wuhan 430071 China) ( 3 Shenyang Textile Industry School, Shenyang 110000;NEURAL NETWORK MODELING ON ROCK MECHANICS PROBLEMS[J];Chinese Journal of Rock Mechanics and Engineering;2000-S1
4 GAO Wei , ZHENG Ying-ren (Civil Engineering Department the Institute of Logistical Engineering Chongqing 400016 China);Back analysis in geotechnical mechanics and its integrated intelligent study[J];Rock and Soil Mechanics;2001-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LIU Wan xing 1,HU Xu ming 2 (1.Department of Geotechnical Engineering,Tongji University,Shanghai 200092,China; 2.Tunnel Engineering Co.Ltd.,Shanghai 200000,China);The application of viscoelastic dynamic incremental backward analysis in ground treatment of soil tunnel by grouting[J];Building Science Research of Sichuan;2001-04
2 GUO Yan-hua,GUO Zhi-kun(Engineering Institute of Engineering Corps,PLA University of Science and Technology,Nanjing 210007,China);Primary study on back analysis in geotechnical engineering[J];Sichuan Building Science;2006-03
3 HU Jun, WANG Zhong-ming, FANG Gao-ni (1.Dept. of Civil Engineeering, Anhui Institute of Architecture & Industry, Hefei, 230022, China; 2.School of Civil Engineering, Hefei University of Technology, Hefei, 230009, China);Forecast and control on temperature of massive concrete based on the irn model with the error unit[J];Journal of Anhui Institute of Architecture;2005-01
4 WU Jun, LIANG Bin(Liaoning Technical University, Fuxin 123000, China);ANALYSIS OF SLOPE STABILITY BASED ON THE THEORY OF ROUGH SETS WITH SELF-ORGANIZING MAP NETWORKS[J];Journal of Anhui Normal University(Natural Science);2005-03
5 GAO Wei et al.(81)[;Development of Research on Uncertain Back Analysis in Geotechnical Engineering[J];UNDERGROUND SPACE;2000-02
6 QIU Shen hua et al.;Study on the Solution for Uncertain Parameters of the Rock Mass[J];Underground Space;2001-03
7 JIN Xiaoguang et al.[;Application of Response Phase Method and Neural Network Model in Data Processing of Geotechnical Engineering Monitoring[J];Underground Space;2001-04
8 LI Xiaohong et al.[;Intelligent Back Analysis of Tunnel Rock Displacement and Its Application[J];Underground Space;2001-04
9 WANG Xiang qiu et al;Neural Network Prediction Model for the Ultimate Bearing Capacity and Settlement of Pile[J];Underground Space;2003-01
10 LIU Yong-jian et al;Review of Intelligent Back Exercise of Displacement Back Analysis in Geo-techni cal Engineering[J];Underground Space;2004-01
China Proceedings of conference Full-text Database 10 Hits
1 Mei Songhua Zhao Haibin Liu Luping(1 Mid-South Design & Research Institute,CHECC,Changsha 410014 China);DEFORMATION ANALYSIS OF SWITCH STATION OF ZHEXI HYDROPOWER STATION[A];[C];2007
2 ;Displacement Back Analysis In The JiePaiAu Tunnel Construction Engineering[A];[C];2006
3 Jin Yongqiang(College of Water Conservancy & Hydropower Eng, Hohai Univ., Nanjing 210098, China);Inverse analysis of dam concrete elastic modulus based on immune clonal algorithm[A];[C];2007
4 SUN Yi DAI Long-xia FAN Chun-zhu XU Yuan-jie (School of Civil and Architectural Engineering, Wuhan University, Wuhan 430072, China);Nonlinear finite element analysis of material sensibility in excavation process of underground pouerhouse of Linxi River Hydropower Station[A];[C];2008
5 XIAO Wei LI Tai-lai HUANG Chen-hu (General Design & Research Institute, Wuhan University, Wuhan 430072, China);Seismic response and foundation liquefaction analysis of rockfill dam[A];[C];2008
6 WANG Ming-wu~1 LI Li~2 JIN Ju-liang~1 (1. School of Civil Engineering, Hefei University of Technology, Hefei, 230009, China; 2. School of Resources and Environmental Engineering, Hefei University of Technology, Hefei, 230009, China);An improved set pair analysis model for the prediction of rockburst[A];[C];2008
7 Yang Linde Wu Lin Zhou Hanjie (Dept.of Geotechnical Engr.Tongji University Shanghai 200092);THE INFLUENCE OF READING ERROR TO THE RESULTS OF BACK ANALYSIS AND ITS CONTROL[A];[C];1998
8 Feng Xiating~(1,2),Zhang Zhiqiang~2,Wang Yongjia~2 (1 Institute of Rock and Soil Mechanics,The Chinese Academy of Sciences,Wuhan 430071 China)(2 Northeastern University,Shenyang 110006 China);INTELLIGENT ROCK MECHANICAL STUDY ON ROCK ENGINEERING PROBLEMS AT EXTREMELY COMPLEX CONDITIONS[A];[C];2000
9 An Guanfeng;Yin Kunlong;Tang Huiming Engineering Faculty, China university of Geosciences 430074 China;THE APPLICATION OF IMPROVED GENETIC ALGORITHM TO THE BACK ANALYSIS OF TUNNEL FOUNDATION CONSTRUCTION[A];[C];2002
10 Ru Zhongliang Feng Xiating Yang Chengxiang Zhang Youliang Jiang Annan (School of Resources and Civil Engineering, Northeastern University, Shenyang 110004 China; Institute of Rock and Soil Mechanics, The Chinese Academy of Sciences, Wuhan 430071 China);Study on EVOLUTIONARY PARALLEL fem FOR DISPLACEMENT BACK ANALYSIS and their applications[A];[C];2006
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Fan Kun (College of Civil Engineering,Hohai Univ.,Nanjing 210098)Liu Yumin (College of Water Conservancy and Hydropower Engineering,Hohai Univ.,Nanjing 210098)Zhang Yanhua (Designing Instituted of the Yellow River Committee,Zhengzhou 450000);Inverse Analysis of Rock Soil Mechanics Parameters Based on Neural Network[J];;1998-04
2 Gong Pu, Assoc. Prof.; Dept. of Mechanics, HUST, Wuhan 430074, China. Lu Lijun, Wang Donghua;The Application of Multilayer Feedforward Networks to the Parameter Identification of Non-Uniform Media[J];;1998-10
3 Huang Guangyuan. Liu W eiqian (Dept. of Math. ,Shandong Univ. ,250100,P. R. China)Liu Xiaojun (Dept. of Math.,Shandong Normal Univ. );Inverse Problems and Computational Mechanics[J];;1993-03
4 Yang Yiren (Ins. App. Mech., Southwest Jiaotong University, Chengdu, 610031, P. R. China)Ni Qiao (Science Department, Wuhan Institute of Technology, Wuhan, 430070, P. R. China);Investigation of mode localization of twin control surfaces[J];;1996-03
5 Wang Zhiyin(Xi'an Mining Institute, Xi'an 710054)Yang Zhifa;Wang Sijing(Engineering Geomechanics Laboratory, Institute of Geology CAS, Beijing 100029);A REVIEW ON INVERSE ANALYSIS OF DISPLACEMENTS IN ROCK MECHANICS[J];ADVANCES IN MECHANICS;1998-04
6 Yang Haitian Wu Ruifeng(Dept. of Engin. Mechanics, Dalian Univ. of Tech.,Dalian 116023, China)Zhang Qun(Dept. of Civil Engin., Tsinghua Univ., Beijing 100084, China);INVERSE ANALYSIS OF PSEUDO STATIC DISPLACEMENT FOR INHOMOGENEOUS VISCOELASTIC MEDIA[J];ACTA MECHANICA SINICA;1996-04
7 Chen Ziyin(Shandong Alining College);CALCULATION OF THE DEFORMATION PARAMETERS OF RHEOLOGICAL ROCKMASS AND GROUND STRESSES WITH THE MEASURED DISPLACEMENT[J];Journl of China Coal Society;1982-04
8 Wang Zhiyin Li Yunpeng(Xi'an Mininq Institute);Back analysis of viscoelastic-plastic parameters of surrounding rock in underground engineering[J];Journal of Hydraulic Engineering;1990-09
9 Yang Linde Huang Wei Wang Yu;The Finite Element Method for Determining the Initial Earth Stress by Displacements in Surrounding Rock[J];Journal of Tongji University;1985-04
10 Liu Huaiheng;BACK ANALYSIS OF MEASURED DISPLACEMENT OF UNDERGROUND ENGlNEERINGS—THEORY,APPLICATION AND DEVELOPMENT[J];Journal of Xi'an Mining Institute;1988-03
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