Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Shijiazhuang Railway Institute》 2007-01
Add to Favorite Get Latest Update

Prediction of Surrounding Rock Deformation with Nerve Network in Baozhen Tunnel

Ding Xiang1,Lin Baolong2,Zhu Yongquan1 (1.School of Civil Engineering,Shijiazhuang Railway Institute,Shijiazhuang 050043,China;2.Shijiazhuang Vocational College of Railway Technology,Shijiazhuang 050041,China)  
The surrounding rock deformation of highway tunnel is an important index to assess its stability and economy of support structure in NATM.It is a data column which is related with measurement time sequence,so we can set up some effective models and methods to predict the surrounding rock deformation.According to the large deformation characteristics of the soft surrounding rock in Baozhen tunnel of Yiwan railway,the nerve network technology is adopted to predict the subsidence displacements.The predicting results is almost accurate,which provides effectual gist for tunnel construction.
【CateGory Index】: TP183
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 2 Hits
1 WANG Sui-hui, PAN Guo-rong(Department of Surveying and Land Information Engineering,Tongji University,Shanghai 200092,China);Applying Theory of Artificial Neural Network to Deformation Prediction of Ground Deformation During Tunnel Excavation[J];Journal of Tongji University;2001-10
2 Lu Xueqiang (Tianjin Enviromental Protection Institute 300191) Liang Xuehui (Tianjin Eelectric Construction Company 300300) Lu Xuejun (Hebei University of Technology, Tianjin 300131);Neural Network and Its Application to Pridiction of Nonlinear Time Sequence[J];SYSTEMS ENGINEERING ---THEORY & PRACTICE;1997-06
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 SUN Yan ping 1, ZHANG Lin 1, LV Ren yi 2 (1 Xi'an Urban Planning and Design Institute, Xi'an 710082, China; 2 Xi'an University of Architecture and Technology, Xi'an 710055, China);TOURIST QUANTITY FORECAST BY USING NEURAL NETWORK[J];Human Geography;2002-06
2 TU Min,ZHANG Meng-xi (Department of Civil Engineering, Shanghai University, Shanghai 200072, China);Roll-Prediction of Vault Sink and Horizontal Displacement of Bi-arch Tunnel Based on Neural Network[J];Journal of Shanghai University(Natural Science Edition);2005-02
3 Chen Junfei(School of Business,Hehai University,Nanjing,210098);Container Flow Forecasting Based on BP Neural Network Method[J];Journal of Nanjing Teachers College;2002-04
4 LI Hu-sheng(School of Civil Construction and Safety Engineering,Shanghai Institute of Technology,Shanghai 200235,China);Current State and Prospects of Geotechnical Engineering Safety Technology in Urban Underground Space Development[J];Journal of Shanghai Institute of Technology(Natural Science);2008-01
5 LI Xin-jian1,WANG Xiao-peng1,LI Peng-bo2,LI Lei1(1.Chongqing Branch of China Coal Research Institute,Chongqing 400027,China;2.Shaanxi Coal Research Institute,Xi'an 710001,China);Prediction on the deformation of soft rock roadway using grey neural network method[J];Shaanxi Coal;2009-01
6 LIU Zhi-jie~(1,2),JI Ling~1,YE Yu-ling~1,GENG Zhi-min~1(1.Department of Transportation Management Engineering,Tongji University West Campus,Shanghai 200331,China;2.Network Center,Guizhou Normal University,Guiyang 550001,China);Study on Prediction of Railway Freight Volumes Based on RBF Neural Network[J];Journal of the China Railway Society;2006-05
7 FENG She-miao, WU Qun-qi(School of Economics and Management, Chang’an University, Xi’an, Shaanxi 710064, China);Forecast Freight Volume with Gray-Periodic Extensional Combinatorial Model[J];Railway Transport and Economy;2009-02
8 AN Hong-gang 1,2 ,HU Xiang-dong 1(1.Department of Geotechnical Engineering,Tongji University, Shanghai 200092,China;2.Department of Civil Engineering,Jianghan University,Wuhan 430058,China);Prediction of Ground Deformation in Cross-over MetroTunnelling Using Evolutionary Intelligent Method[J];Journal of Tongji University;2004-12
9 LIU Hong-bo~1, ZHANG Hong-wei~2 (1.School of Environmental Science and Technology, Tianjin University, Tianjin 300072, China; 2.Tianjin Polytechnic University, Tianjin 300160, China);Comparison of city water consumption short-term forecasting methods[J];Journal of Tianjin Institute of Textile Science and Technology;2004-06
10 GAO Wei( Deptartment of Civil Engineering, Wuhan Polytechnic University, Wuhan 430023,China);STUDY ON NEURAL NETWORK MODEL FOR DISPLACEMENT PREDICTION IN GEOTECHNICAL ENGINEERING[J];Journal of Wuhan Polytechnic University;2004-01
China Proceedings of conference Full-text Database 5 Hits
1 LI Jing-pei, CHU Feng (Key Laboratory of Geotechnical Engineering, Tongji University, Shanghai 200092, China);Displacements Prediction for the Support of Excavation by Radial Basis Function Neural Network Method[A];[C];2005
2 Qi guoqiang1Wei xiaoli1Zhang changli1Niu zhiyong2 (Northeast Agriculture University Engineer Academic );Using Improved BP Forecast to make First-Breed Cow 305 Day Production Milk Realized[A];Chinese Society of Agricultural Engineering[C];2005
3 Gao Wei,Zheng Yingren (Dept.Civil Engineering,The Institute of Logistical Engineering,Chongqing 400042 China);DISCUSSION OF SOME DISPLACEMENT PREDICTION METHODS IN GEOTECHNICAL ENGINEERING[A];[C];2000
4 LI Jing-pei, CHU Feng (Key Laboratory of Geotechnical Engineering, Tongji University, Shanghai 200092, China);Displacements Prediction for the Support of Excavation by Radial Basis Function Neural Network Method[A];[C];2005
5 AN hong-gang,HU Xiang-dong (Department of Geotechnical Engineering,Tongji University,Shanghai 200092,China);Prediction of Ground Deformation in Regional Cross-Over Metro Tunnel Using Evolutionary Intelligent Method[A];[C];2006
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 TIAN Kanliang 1,2 ,ZHANG Huili 2,ZHANG Boping 2,LUO Yasheng 2 (1.Instiute of Geotechnical Engineering, Hehai University,Nanjing 210098; 2.The College of Water Conservancy and Architectural Engineering, Northwest Sci-Tech University of Agriculture and Forestry, Yangling, shanxi 712100);Research on structural characteristics and strength of loess[J];Journal of Hydroelectric Engineering;2005-02
2 HUANG Nan-qing(Guangzhou Railway(Group) Corporation,Guangzhou,Guangdong 510600,China);Research on Construction Technology of Shallow-buried and Soft Rock Long-span Railway Tunnel[J];Construction Technology;2006-11
3 Feng Weixing (Department of Railway Construction) Zhang Guohua (The 14th Railway Construction Bureau) Liang Hongbiao (China Railway Construction Company);Scheme Design of Starting Tunnelling of Qiling Tunnel on Beijing-Jiulong Railway Line[J];Journal of Shijiazhuang Railway Institute;1994-04
4 Li Hongjian (Department of Communication Engineering,Shijiazhuang Railway Institute,Shijiazhuang 050043);The Gray Verhulst Model of Displacement of Tunnel[J];Journal of Shijiazhuang Railway Institute;2000-04
5 Shen Zhujiang Nanjing Hydraulic Research Institute;A nonlinear damage model for structured clay[J];;1993-03
6 Xie Dingyi(Xian University of Technology) Qi Jilin\ Zhu Yuanlin(Lanzhou Institute of Glaciology and Geocryology,CAS);Soil structure parameter and its relations to deformation and strength[J];JOURNAL OF HYDRAULIC ENGINEERING;1999-10
7 DANG Jin\|qian\+1, LI Jing\+1 (1 Northwest Science and Technology University of Agriculture and Forestry, Yangling\ 712100, China);The structural strength and shear strength of unsaturated loess[J];Journal of Hydraulic Engineering;2001-07
8 SHEN Zhujiang1, HU Zaiqiang2(1Tsinghua University, Beijing100084,China; 2Xi'an University of Technology, Xi'an710048,China);Binary medium model for loess[J];Journal of Hydraulic Engineering;2003-07
9 Zhang Wei;Zhang Sumin;THE CHARACTERISTICS OF STRUCTURAL STRENGTH OF NON—SATURATED LOESS[J];Hydrogeology and Engineering Geology;1990-04
10 Li Zhiye; Wang Mingnian; Wong Hanming (Dept. of Bridge and Underground Engineering, Southwest Jiaotong University. Chengdu 610031);STUDY ON MODEL TEST OF LARGE-SPAN ROAD TUNNEL STRUCTURE[J];JOURNAL OF THE CHINA RAILWAY SOCIETY;1996-02
【Secondary Citations】
Chinese Journal Full-text Database 3 Hits
1 Feng Ziliang;Sun Haitao(Deptartment of Geotchnical Engineering, Tongji University, Shanghai, 200092)Whng Shujuan(Shanghai New Changning(Group) Co. Ltd, Shanghai,200336);Prediction of Vertical Ultimate Bearing Capacity of Single Pile by Using Artificial Neural Networks[J];JOURNAL OF TONGJI UNIVERSITY;1999-04
2 Sun Haitao; Wu Xian(Department of Geotechnical Engineering, Tongji Uviversity, Shanghai 200092);Study on Neural Networks Method of Deformation Prediction of Foundation Pit Based on Artificial[J];ROCK AND SOIL MECHANICS;1998-04
3 Cheng Huitao Huang Wenhu (Harbin Institute of Technology)Yang Chengwen (Harbin Power Engineering Company);NEURAL NETWORK BASED COMBINATION PREDICTION MODEL AND ITS APPLICATION[J];Journal of Vibration and Shock;1998-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved