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Forecast of Rock-burst in Underground Engineering Based on Fisher Discriminant

Gao Weidong (Xuzhou Normal University)  
According to the judgement criterion of rock-burst of Russenes and Wang Yuanhan,the ratio of maximum tangent stress of chamber to rock uniaxial compressive strength,the ratio of rock uni-axial compressive strength to rock uniaxial tensile strength and the index of elasticity energy are determined to be the judging indexes of underground rock-burst,and fourteen real rock underground project examples at home and abroad are training samples to build a Fisher discriminant analysis model of rock-burst.Then it is applied in predicting the rock-burst level of the samples.The results showed that the calculating results by the Fisher discriminant analysis model of rock-burst agreed well with the practical records,showing an effective forecast ability.
【Fund】: 国家自然科学基金项目(编号:50974107)
【CateGory Index】: TD311
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Chinese Journal Full-text Database 4 Hits
1 LI Yong-song,YIN Jian-min,AI Kai(Yangtze River Scientific Research Institute,Wuhan 430010,China);Application of BP Neural Network in Prediction of Rockburst[J];Journal of Yangtze River Scientific Research Institute;2008-05
2 Wang Yuanhan 1 Li Wodong 1 Lee P K K 2 Tsui Y 2 Tham L G 2 ( 1 Huazhong University of Science and Technology, Wuhan 430074) ( 2 The University of Hong Kong, Hong Kong);METHOD OF FUZZY COMPREHENSIVE EVALUATIONS FOR ROCKBURST PREDICTION[J];CHINESE JOURNAL OF ROCK MECHANICS AND ENGINEERING;1998-05
3 ZHAO Hong-bo (Shaoxing University, Department of Civil Engineering, Shaoxing 312000, China);Classification of rockburst using support vector machine[J];Rock and Soil Mechanics;2005-04
4 FU Yu-hua1,2,DONG Long-jun1(1.School of Resources and Safety Engineering,Central South University,Changsha,Hunan 410083,China;2.School of Application and Science,Jiangxi University of Science and Technology,Ganzhou,Jiangxi 341000,China);Bayes Discriminant Analysis Model and Its Application to the Prediction and Classification of Rockburst[J];Journal of China University of Mining & Technology;2009-04
Chinese Journal Full-text Database 10 Hits
1 ZHAO Yanhui1,ZHANG Lewen2,QIU Daohong2,ZHONG Xiaojie1(1.China Northwest Water Conservancy & Hydropower Engineering Consulting Company,Xi'an 710065,China; 2.Geotechnical & Structure Engineering Center of Shandong University,Jinan 250061,China);Tunnel surrounding rock classification with fuzzy comprehensive assessment based on rough set[J];Sichuan Building Science;2011-02
2 BAO Tai;Research on Coupling Effect of Seepage and Unloading Stress of the Fractured Rock[J];Underground Space;2004-03
3 LIU Jing-hai,FENG Tao,YUAN Jian(Hunan University of Science and Technology,Xiangtan,411201);Rock Burst Prediction Method Based on the Nonlinear Grey Model of Classification[J];Chinese Journal of Underground Space and Engineering;2005-06
4 LI Xiu-lan,LIU Dong-yan,LUO Yun-ju(Colloge of Civil Engineering,Chongqing University,Chongqing 400045,P.R.China);Discussion on the Environmental Problems from Leachate of Solid Waste in Mountainous City[J];Chinese Journal of Underground Space and Engineering;2006-05
5 HE Zheng~1 LI Xiao-hong~1 LU Yi-yu~1 WANG Xin-fei~2 (1.Key Lab of Ministry of Education for the Exploitation of Southwestern Resources & the Environmental Disaster Control Engineering,Chongqing University,Chongqing 400044,China;2.Chongqing Expressway Co.Ltd,Chongqing 400042};Application of BP Neural Network to the Prediction of Rockburst in Tongyu Tunneling[J];Chinese Journal of Underground Space and Engineering;2008-03
6 LEI Song-lin,ZHENG Yong-lai(Department of Hydraulic Engineering,Tongji University,Shanghai 200092,P.R.China);Prediction of Rockbursts Based on Genetic Algorithms and BP Neural Network[J];Chinese Journal of Underground Space and Engineering;2009-02
7 GUO Xi-feng,YIN Jian-min,LI Yong-song (Yangtze River Scientific Research Institute,Key Laboratory of Geotechnical Mechanics and Engineering of the Ministry of Water Resources,Wuhan 430010,P.R.China);Geostress Measurement and Rockburst Prediction Analysis for an Extra-long Railway Tunnel[J];Chinese Journal of Underground Space and Engineering;2009-03
8 Fang Chong1,Dai Zhihong 2,Zhang Xingui 3 (1.Guangxi Technology College of Water Conservancy and Electric Power,Nanning 530023,China;2.Guangxi Electric Power Industry Investigation Design and Research Institute,Nanning 530023,China;3.College of Civil and Architectural Engineering,Guangxi University,Nanning 530004,China);A Prediction Method of Rock Burst in Cavern Based on Projection Pursuit in Artificial Fish-Swarm Algorithm[J];Chinese Journal of Underground Space and Engineering;2010-05
9 Zhang Yan,Su Guoshao,Yan Liubin(College of Civil and Architecture Engineering,Guangxi University,Nanning 530004,China);Method of Identifying Rockburst Grades Based on Gaussian Process Machine Learning[J];Chinese Journal of Underground Space and Engineering;2011-02
10 CHEN Xiang1,QI Xiaobo2,CAI Xinbin3,SHEN Yupeng1(1.School of Civil Engineering,Beijing Jiaotong University,Beijing 100044,China;2.China Institute of Geo-Environment Monitoring,Beijing,100081,China;3.China Geo-Engineering Corporation,Beijing 100080,China);Extensional Evaluation Method and Its Application in the Judgments of Rockburst[J];Journal of Beijing Jiaotong University;2009-01
China Proceedings of conference Full-text Database 10 Hits
1 LI De-shun~1,XU Kai-li~2,CUI Yue-feng~1 (1.School of Resources & Civil Engineering Northeastern University,Shenyang 110004,China; 2.School of Environmental & Chemical Engineering Shenyang Polytechnic University,Shenyang 110168,China);IDO Most Superior Pattern Recognition Model and Its Application in System Risk Assessment[A];[C];2010
2 Du Zijian Xu Mengguo Yao Gaohui (Wuhan University of Science and Technology);Integrated Prediction on Rock-burst During Deep Mining in Chengchao Iron Mine[A];[C];2007
3 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
4 CHEN Shou-yu, GUO Yu (School of Civil Engineering and Architecture, Dalian University of Technology, Dalian 116024, China);MODEL OF VARIABLE FUZZY SETS AND ITS APPLICATION TO CLASSIFICATION PREDICTION OF ROCKBURST[A];[C];2005
5 LIU Hong-xing,CAI Yao-jun,WANG Yong-ping,HU Rui-hua (Changjiang Institute of Survey,Planning,Designand research,Wuhan 430013,China);Determination Method and Research Trend of Connectivity Rate of Structural Plane of Hydraulic Rock Masses[A];[C];2007
6 X.Chen School of Civil Engineering and Architecture,Beijing Jiaotong University,Beijing,china X.B.Qi China Institute of Geo-Environment Monitoring,Beijing,china J.Z.Sun J.K.Zhang School of Engineering and Technology,China University of Geosciences,Beijing,china;Extensional method of rockburst and its application in Huangdao water sealed underground oil tank[A];[C];2008
7 D.H.Qiu J.P.Chen Q.Wang J.Zhang College of Construction Engineering,Jilin University,Changchu,China;Research on rockburst prediction with fuzzy comprehensive evaluations based on rough set[A];[C];2008
8 HU De-fu~1,ZHANG Zhi-qiang~1,LIANG Yi~2,ZHANG Wan-jun~2 (1 School of Civil Engineering,Southwest Jiaotong University,Chengdu 610031,China) (2 YAXI Expressway Development Co.Ltd of Sichuan,Sichuan Chengdu 610041,China);Prediction of Rock burst Based on Artificial Neural Networks[A];[C];2008
9 Xiong Xiaobo~1 Gui Guoqing~1 Zheng Mingxin~2 Xu Jiancong~3 Wang Baojun~4 Zhao Qihua~5 Jing Hongwen~6 Ma Shuzhi~7 1.Department of civil engineering,jinggangsan university,Ji'an,343009,China; 2.School of Civil Engineering of East Jiaotong University,Nanchang,330013; 3.Department of geotechnicai engineering,tongji university,Shanghai,200092,China; 4.Department of geosciences,nanjing university,Nanjing,210093,China; 5.Science and Technology of Chengdou University,Chengdu,610059; 6.China University of Mining industry,Xuzhou,221008; 7.China University of Geosciences,Wuhan,China,430074;Study on Application of Extension Method to Prediction of Rockburst in Deep and Over-Length Highway Tunnel[A];[C];2008
10 SHI Xiuzhi~1,ZHOU Jian~1,DONG Lei~1,HU Haiyan~1,WANG Huaiyong~(1,2),CHEN Shouru~1 (1.School of Resources and Safety Engineering,Central South University,Changsha,Hunan 410083,China; 2.China Enfei Engineering Corporation,Beijing 100038,China);APPLICATION OF UNASCERTAINED MEASUREMENT MODEL TO PREDICTION OF CLASSIFICATION OF ROCKBURST INTENSITY[A];[C];2010
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 LIU Jing-hai,FENG Tao,YUAN Jian(Hunan University of Science and Technology,Xiangtan,411201);Rock Burst Prediction Method Based on the Nonlinear Grey Model of Classification[J];Chinese Journal of Underground Space and Engineering;2005-06
2 Xu Linsheng, Wang Lansheng, Li Tianbin (Chengdu University of Technology, Chengdu 610059);Present Situation of Rockburst Research at Home and Abroad[J];JOURNAL OF YANGTZE RIVER SCIENTIFIC RESEARCH INSTITUTE;1999-04
3 FENG Xia ting 1,2 , ZHAO Hong bo 2 (1. School of Resources & Civil Engineering,Northeastern University,Shenyang 110004,China; 2. Institute of Rock and Soil Mechanics,The Chinese Academy of Science,Wuhan 430071,China,;Prediction of Rockburst Using Support Vector Machine[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2002-01
4 Feng Xiating;Adaptive Pattern Recognition to Predict Rockbursts in Underground Openings[J];JOURNAL OF NORTHEASTERN UNIVERSITY;1994-05
5 LIANG Zhiyong ① SHI Yuchuan ② LI Tianbin ② (①Liaoning Provincial Communications Survey & Design Institute,Shenyang 110000) (②Institute of Environment and Civil Engineering,Chengdu University of Technology,Chengdu 610059);PROBABILITY PREDICTION OF ROCKBURSTS BASED ON STATISTICAL DAMAGE MECHANICS[J];Journal of Engineering Geology;2005-01
6 WANG Wan-de1,ZHANG Yan-xin2(1 Qianxi Jinpo Coal CO,LTD,Guizhou,551519;2 School of Civil Engineering and Mechanics,Yanshan University;China);Artificial Neural Networks for Predicting Rockburst in Deep Mining[J];Journal of Hebei Normal University of Science & Technology;2007-02
7 JIANG Tong 1,2 , HUANG Zhi quan 2, ZHAO Yan yan 3, CHEN Shang xing 2 (1 Institute of Geology, China Seismological Bureau,Beijing 100029,China; 2 North China Institute of Water Conservancy and Hydroelectric Power,Zhengzhou,450011,China; 3 Henan Yellow River Institute of Reconnaissance,Planning,Design and Research,Zhengzhou 450003,China);Application of Grey System Optimal Theory Model in Forecasting Rockburst[J];Journal of North China Institute of Water Conservancy and Hydroelectric Power;2003-02
8 DING Xiangdong1, WU Jimin1,LI Jian2, LIU Chengjun1 (1.College of Civil Engineering, Hohai Univ., Nanjing 210098, China; 2.Jiangsu Institute of Transportation Planning & Design,Nanjing 210005,China);Artificial neural network for forecasting and classification of rockbursts[J];Journal of Hehai University (Natural Sciences );2003-04
9 Tan Yian(China International Engineering Consulting Coorporation, Beijing);TYPES AND TREATMENTS OF ROCKBURST[J];Geoscience;1991-04
10 Xu Yingnian1,Xu Wensheng1,Wang Yuanhan1,Tham L G2,Tsui Y2,Lee P K K2 (1School of Civil Engineering,Huazhong University of Science and Technology, Wuhan 430074 China) (2Rock Engineering Research Centre,Department of Civil Engineering,The University of Ho;SIMULATION TESTING AND MECHANISM STUDIES ON ROCKBURST[J];Chinese Journal of Rock Mechanics and Engineering;2002-10
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