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《Journal of Liaoning Technical University》 1998-03
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A Neural Network Model for Appraising the Results of Separated Layer Grouting to Reduce Surface Subsidence

Ma Fenghai(Mining Subsidence Rcseach institute of Liaoning Technical University,Fuxin,China)  
By pouring the high re swing ash (?)tar into ground separated laver surface subsidencs can be redeled seeording to measured data the (?)e(?) of surtface Subs(?)ence appraisal neurdl network model analysis were prored.
【Fund】: 煤炭高校优秀青年基金
【CateGory Index】: TD325
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【References】
Chinese Journal Full-text Database 2 Hits
1 MA Feng-hai,YANG Fan (Liaoning Technical University,Fuxin 123000,China);The prediction of neural network to surface subsidence in mining[J];The Chinese Journal of Geological Hazard and Control;2001-03
2 Xiao Bo~1 Ma Fenghai~2 Yang Fan~3 Zhang Rongliang~1(1.School of Civil Architecture Engineering,Liaoning Technical University·Fuxin 123000;2.Office of Discipline Construction,Liaoning Technical University·Fuxin 123000;3.Department of Surveying Engineering,Liaoning Technical University·Fuxin 123000);SURFACE SUBSIDENCE PREDICTION IN MINED-OUT BASED ON GENETIC-ALGORITHM-OPTIMIZED BP NETWORK[J];China Mining Magazine;2005-10
【Citations】
Chinese Journal Full-text Database 1 Hits
1 Ma Fenghai;Wang Yongjia;Fan Xueli(Northeast Technology University,China);Predicting Mining Subsidence by Neural Network[J];;1995-03
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 KANG Zhi-qiang1,ZHOU Hui2,FENG Xia-ting1,2,YANG Cheng-xiang1(1.School of Resources and Civil Engineering,Northeastern University,Shenyang 110004,China;2.Institute of Rock and Soil Mechanics,Chinese Academy of Science,Wuhan 430071,China);Extenics Theory Evaluation of Underground Tunnel Rock Quality[J];Chinese Journal of Underground Space and Engineering;2008-02
2 Feng Xiating(Northea stern University,shenyang 110006);A STUDY ON NEURAL NETWORK ON ROCK BLASTABILITY[J];EXPLOSION AND SHOCK WAVES;1994-04
3 Zhang Zhiqiang,Feng Xiating,Yang Chengxiang,Lin Yunmei (School of Resource and Civil Engineering,Northeastern University, Shenyang 110006,China);Study on Genetic Neural Network for Nonlinear Displacement Time Series Analysis[J];JOURNAL OF NORTHEASTERN UNIVERSITY;1999-04
4 Feng Xiating; Wang Yongjia;An Intergrated Intelligent Modelling on Rock Mechanics[J];JOURNAL OF NORTHEASTERN UNIVERSITY;1995-01
5 Feng Xialing; Wang Yougjia; Ding Enbao;Intelligent Method of Stability Analysis of Open-Pit Slopes[J];JOURNAL OF NORTHEASTERN UNIVERSITY;1995-05
6 WANG Xiao hong (Technical Center,Shanghai Construction Group Co.,Shanghai 200050,China) GU Yun feng (Shanghai Pudong Road and Bridge Construction Co. Ltd.,Shanghai 201203,China);THE RESEARCH ON NEURAL NETWORK METHOD IN CONSTRUCTION ENVIRONMENT CONTROL OF GROUND EXCAVATION ENGINEERING[J];Journal of Geological Hazards and Environment Preservation;2001-03
7 Zhou Mei Liu Song Wang Haicao (Department of Civil Engineering,Liaoning Technical University,Liaoning,China);利用神经网络预测混凝土的抗压强度[J];Journal of Liaoning Technical University;1998-03
8 LIU Shu-xian, MA Feng-hai, CUI Ji-xian (College of Civil and Architectural Engineering ,Liaoning Technical University, Fuxin 123000 ,China);The Expert System of Evaluating the Environment Damaged in Mining Subsidence[J];Journal of Liaoning Technical University (Natural Science Edition);2002-01
9 XIAO Fu-kun1,2 , SUN Huo-ran2 , LIU Xiao-jun2,Wang Shu-hong2 ,XIAO Hai-jun2 , ZHANG Wei-hua2 ( 1.Department of Natural Resources and Environmental Engineering, Heilongjiang Institute of Science and Technology, Jixi 158105,China;2.Natural Resources and Civil Engineering Institute of Northeastern University, Shenyang 110004,China);Intelligence decision system for tunnel supporting in coal mine[J];Journal of Liaoning Technical University;2004-03
10 Ma Fenghai;Wang Yongjia;Fan Xueli(Northeast Technology University,China);Predicting Mining Subsidence by Neural Network[J];;1995-03
China Proceedings of conference Full-text Database 2 Hits
1 Zhang Zhiqiang~1,Feng Xiating~(1,2),Lin Yunmei~1 (1 Northeastern University,Shenyang 110006 China)(2 Institute of Rock and Soil Mechanics,The Chinese Acadamy of Sciences,Wuhan 430071 China);INTELLIGENT DEFORMATION TIME SERIES ANALYSIS OF TGP PERMANENT SHIPLOCK SLOPE[A];[C];2000
2 Xiong Yanbin,Li Zhongkui (Dept.Hydraulic Engineering,Tsinghua University,Beijing 100084 China);RESEARCH & DEVELOPMENT ON EXPERT SYSTEM FOR THE STABILITY OF ROCK MASS AND SUPPORT DESIGN IN THE UNDERGROUND ENGINEERING[A];[C];2000
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 LIANG Yunpei;Study on the Composed Rock Timber Theory of Overlying Strata Movement[J];Underground Space;2001-S1
2 Liu Zhankui; Zhang Bingchuan; Zhang Dalin;EVALUATION OF THE ROCK MASS ON STOPE BY THE METHOD OF ROCK MASS STRUCTURE MECHANICS[J];JOURNAL OF BAOTOU UNIVERSITY OF IRON AND STEEL TECHNOLOGY;1997-01
3 Wu Kan (China University of Mining &Technology, Xuahou, 221008);A Programme of Mining Subsidence Dynamic Prediction and Its Application[J];Engineering of Surveying and Mapping;1995-03
4 JIANG Yan,A PREUSSE,TIAN Mao yi;Mining Subsidence Prediction[J];Bulletin of Surveying and Mapping;2002-12
5 Wang Yongjia,Ma Fenghai;Composite Medium Model of Strata Movement and Its Engineering Verification[J];JOURNAL OF NORTHEASTERN UNIVERSITY;1997-03
6 Zhao Deshen;Fan Xueli;Hong Jiaming;Qi Donghong;APPLICAT1ON AND EFFECTIVENESS OF SEPARATED STRATUM GROVTING TECHNOLOGY[J];COAL TECHNOLOGY OF NORTHEAST CHINA;1995-05
7 Chen Haibo (Shanxi Province Electric Power Design Insitute Taiyuan 030001)He Wanlong (Minial institute of Tayuan techenical and industral University Taiyuan 030024);Ground Stability Evaluation on the Goaf Area of Gujiao Power Plant[J];ELECTRIC POWER SURVEY;1998-04
8 GAO Xiao-hui, YANG Tian-liang, LI bin (College of Geology Engineering and Geomatics, Chang'an University, Xi'an 710054, China; Shanghai Institute of Geological Survey, Shanghai 200072, China);EVALUATION OF THE STABILITY OF GOB OF XIHE EXPRESSWAY AND ITS TREATMENT[J];Geology-geochemistry;2005-03
9 XIE He-ping, GAO Feng, ZHOU Hong-wei, ZUO Jian-ping (1.Sichuan University, Chengdu 610064, China; 2. Institute of Rock Mechanics and Fractals, China University of Mining and Technology, Beijing 100083, China);Fractal Fracture and Fragmentation in Rocks[J];Journal of Seismology;2003-04
10 ;Modeling Experiment and Numeric Analysis on Strata Movement in Coal Mine[J];Mining Safety & Environmental Protection;2004-02
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 ZHANG An-bing①②,GAO Jing-xiang②,ZHANG Zhao-jiang①②(①Chinese University of Mining and Technology,Xuzhou 221008,China;②Hebei Egneering University,Handan 056021,China);Research on mine subsided prediction model under data preprocessing based on artificial neural network[J];Science of Surveying and Mapping;2008-04
2 ;Research on Deformation of Deep High Stress Soft Rock Roadway With Simulation of Similar Materials[J];Mining Safety & Environmental Protection;2008-04
3 Qin ZhenZhen,Yang Fan,Xu Jia(School of Geomatics,Liaoning Technology University,Fuxin 123000,China);The Study of Slope Forecasting Model Based on Wavelet Neural Network[J];Urban Geotechnical Investigation & Surveying;2009-04
4 ZHANG An-bing1,2,GAO Jing-xiang2,SHI Cui-mei1,LIU Xin-xia1,ZHAO Yu-ling1(1.Collge of Natural Resource,Hebei University of Engineering,Handan 056021,China;2.School of Environment Science and Spatial Informatics,China University of Mining and technology,Xuzhou 220186,China);Research on the model and application of AGO—BP network prediction model[J];Journal of Hebei University of Engineering(Natural Science Edition);2007-03
5 LI Xi-pan1,LIU Xin-xia1,ZHANG An-bing1,2,SUN Zhen3 (1.College of Source,Hebei University of Engineering,Handan 056038,China;2.Chinese University of Mining and Technology,Xuzhou 220186,China;3.Shandong GIS Company of Zhongji,Jinan 250101,China);Study in landslide prediction on genetic algorithm optimized BP network[J];Journal of Hebei University of Engineering(Natural Science Edition);2009-01
6 Lu Weicai;Design of Coal Mine Exploiting Subsidence Integrative Software Package Based on GIS[J];Mine Surveying;2008-04
7 WANG Jin-xi1,ZHANG Xiao-kang1,SUN Bo2,LI Da-tun3 (1.Hebei Provincal Key Laboratory of Resource Survey and Research,Hebei University of Engineering,Handan,056038,China;2.Shenyang Design and Research Institute,Sino-Coal International Engineering Group,Shenyang,110015,China;3.Jiulong Mine,Fengfeng Group,Handan,056021,China);Research on deformation failure of broken and soft rock roadway in deep mine[J];Coal Engineering;2007-03
8 WANG Yong-yan1,LI Jian-guang2,WEI Jia2,WANG Hao2,WANG Zhi-xue2(1.Research Institute of Mechanics,Qingdao University of Science and Technology,Qingdao 266042,China;2.Department of Mechanics and Engineering Science,Liaoning Technical University,Fuxin 123000,China);Viscoelastic finite element back analysis method and its application in problem of soft rock rheology[J];Journal of China Coal Society;2007-11
9 YANG Li-fen, CAI Zhi-hua (School of Computer Science, China University of Geosciences, Wuhan 430074, China);Study of the Optimized Algorithms of BP Neural Network[J];Software Guide;2007-05
10 WU Yi-ping1,LI Ya-wei2 (1.Faculty of Engineering,China University of Geosciences,Wuhan 430074,China;2.Beijing Research Institute of Uranium Geology,Beijing 100029,China);Application of Grey-ENN model to prediction of wall-rock deformation in deep buried tunnels[J];Rock and Soil Mechanics;2008-S1
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1 WU Yi-ping~1 LI Ya-wei~2 (1. Faculty of Engineering, China University ofGeosciences, Wuhan 430074, China; 2. Beijing Research Institute of Uranium Geology, Beijing 100029, China);Application of Grey-ENN model to prediction of wall-rock deformation in deep buried tunnels[A];[C];2008
2 Wu Menghua,Xue Jinhai,Xia Fafeng,Liu Lanbo;Prediction of TiN Nano-particles Content in the Ni-TiN Composite Coating based on AR Mmodel[A];[C];2009
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Zhang Qing Song Jiarong (Northern Jiaotong University, Beijing 100044);PREDICTING MECHANICAL BEHAVIORS OF ROCK OR ROCK ENGINEERING BY NEURAL NETWORK[J];Chinese Journal of Rock Mechanics and Engineering;1992-01
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