Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Mining Research and Development》 2011-04
Add to Favorite Get Latest Update

Neural Network Method for the Identification of Rockbolt Axial Force

ZHANG Fengjie1,2,ZHAO Yucheng1,2(1.College of Mechanic & Civil Engineering,China University of Mining & Technology,Xuzhou,Jiangsu 221116,China;2.State Key Laboratory for Geomechanics & Deep Underground Engineering,China University of Mining &Technology,Xuzhou,Jiangsu 221008,China)  
By using the numerical analysis software MATLAB and based on the Error Back-Propagation Network,the mapping relationship between the supporting parameters of roadway rock and the axial force of rockbolt was constructed in this paper.The axial force of rockbolt can be obtained accurately by fitting the neural network platform,so the axial stress state of rockbolt can be identified and the roadway supporting status can be evaluated.This technology is of some reference value for the monitoring of roadway rock stability and rockbolt supporting effect.
【Fund】: 国家自然科学基金重点项目(50834004) 国家自然科学基金项目(50874104);; 高等学校学科创新引智计划资助(B07028)
【CateGory Index】: TD353
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 3 Hits
1 Yan Pingfan(Dept.of Automation,Tsinghua University,Beijing 100084);Capacity,Learning and Computational Complexity of Artificial Neural Networks[J];ACTA ELECTRONICA SINICA;1995-05
2 Xu Yongmao, Feng Enbo(Department of Automation, Tsinghua University, Beijing, 100084);Artificial Neural Networks: Progress and Applications in Process Control[J];Chemical Industry and Engineering Progress;1993-05
3 ZHOU Bao sheng 1, LIN Jiang 1, YU Hai xue 1, ZHU Wei shen 2 (1. Shenzhen Tonge Group Co., LTD, Shenzhen 518034; 2. Institute of Rock and Soil Mechanics, Chinese Academy of Sciences, Wuhan 430071);Study on Forecasting Roadway Surrounding Rock Deformation Amount with Artificial Neural Network[J];SYSTEMS ENGINEERING-THEORY & PRACTICE;2000-01
Chinese Journal Full-text Database 10 Hits
1 PAN Xing,YANG Ru-yue (China Jiliang University,Hangzhou,Zhejiang,310018,China);The research on Neural Networks with Enhanced Generalization and Support Vector Machine[J];Journal of Anqing Teachers College(Natural Science Edition);2007-01
2 WANG Jan-xia1, CHEN Feng2 (1. College of Electronic Technology, PLA Information Engineering University, Zhengzhou 450004, China; 2. School of Information System & Management, National University of Defense Technology, Changsha 410073, China);Reliability Analysis of Missile Weapon System Based on NN[J];Ordnance Industry Automation;2009-12
3 LI Bing-fu1,2 (1.Zhanjiang Normal College, Zhanjiang 524048, China; 2.Chongqing University, Master of the Computer College, Chongqing 400030, China);Application of Neural Network Forefront[J];Computer Knowledge and Technology;2008-20
4 LI Zuo yong,YI Yong zhi (Chengdu University of Information Technology,Chengdu,Sichuan 610041,China);Quantitative Relation Between Learning Ability and Generalization Ability of BP Neural Network[J];Acta Electronica Sinica;2003-09
5 Yan Pingfan (Dept.of Automation,Tsinghua Unirersity,Beijing 100084);Some Views on the Research of Multilayer Feedforward Neural Networks[J];ACTA ELECTRONICA SINICA;1999-05
6 WANG Yu-hui (Nanjing University of Aeronautics & Astronautics, Nanjing 210016);Research on identification and prediction using neural network for piezoelectric vibration system[J];Electronics Instrumentation Customer;2005-04
7 LI Wei,WANG Yu-qiaoCollege of Mechanical and Engineering,CUMT,Xuzhou 221008;PREDICTION OF DANGER DEGREE OF CORROSION INDUCED BY STRAY CURRENT FOR METRO BY USING BP ARTIFICAL NEURAL NETWORK[J];Corrosion Science and Protection Technology;2005-06
8 Xu Chuanyu\ \ Qian Shangwei (Hangzhou Institute of Commerce,Hangzhou,310035);A NEURAL NETWORK’S METHOD FOR COMPARING SYNTHETIC ECONOMY’S BENEFIT OF INDUSTRIAL TRADES[J];Journal of Industrial Engineering and Engineering Management;1997-02
9 ZHU Fu-zhen;LI Jin-zong;ZHU Bing;LI Dong-dong;YANG Xue-feng (Institute of Image Information Technology and Engineering,Harbin Institute of Technology,Harbin 150001,China);Super-resolution image reconstruction based on RBF neural network[J];Optics and Precision Engineering;2010-06
10 ZHOU Xiang,CHEN Bingzhen and HE Xiaorong (Department of Chemical Engineering, Tsinghua University, Beijing 100084,China);IMPROVED GENETIC ALGORITHM FOR TRAINING OF BP NEURAL NETWORK[J];Journal of Chemical Industry and Engineering(China);2001-10
China Proceedings of conference Full-text Database 1 Hits
1 Zhang Wensheng Sun Zhengqi Ye Zhen State key Lab of Intelligent Technology and Systems, Department of Computer Science, Tsinghua University;A New Structural Method of Using Multilayer Neural Networks to Realize Nonlinear Continuous Function[A];[C];1999
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
2 Zhu Caoyin(ChangSha Research Institute of Mining and Metallurgy);Discussion on mechanism of slope reinforcement by long pretensioned bolt[J];;1994-05
4 Feng Xiating;Artificial Neural Net Model for Reasonable Recognition of Underground Mining Methods[J];METAL MINE;1994-03
5 Tan Min, Shu Songgui(Institute of Automation, Academia Sinica);The Control System Fault Diagnosis Based on Neural Network[J];Control and Decision;1990-01
6 ZHOU Bao sheng 1,ZHU Wei shen 2,Li Shu cai 2(1 Shenzhen Tonge Group Co Ltd, Shenzhen 518034,China;2 Institute of Rock and Soil Mechanics, Chinese Academy of Sciences, Wuhan 430071,China);Stability classification of mining roadway for fully mechanized sublevel caving face[J];JOURNAL OF CHINA COAL SOCIETY;2000-05
7 Bao Haishan; Zhang Jinping; Kang Hongpu(Beijing Research Institute of Coal Mining, Central Coal Mining Research Institute);APPLICATION OF TRUSS BOLTING TECHNIQUE IN MINING ROADWAYS[J];JOURNAL OF CHINA COAL SOCIETY;1994-05
8 Yang Zhaohui; Liu Haowu(Department of Hyraulic Engineering, Sichuan University);Artificial Neural Network Model for the Stability Classification of Adjoining Rock of Underground Construction[J];;1999-04
9 Wei Yiming; Fan Tijun; Tong Guangxu;The Neural Network Based Pattern Recognition on Rock Quality[J];JOURNAL OF WUHAN INSTITUTE OF CHEMICAL TECHNOLOGY;1994-03
10 Wang Dongping and SunQihong(Electrical Engineering Department, Xi'an jiaotong Uniuersity,710049);Expert Systems and Neural Networks[J];Systems Engineering and Electronics;1994-11
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved