Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Chinese Journal of Rock Mechanics and Engineering》 2009-04
Add to Favorite Get Latest Update

FISHER DISCRIMINANT ANALYSIS MODEL AND ITS APPLICATION TO PREDICTING DESTRUCTIVE EFFECT OF MASONRY STRUCTURE UNDER BLASTING VIBRATION OF OPEN-PIT MINE

DONG Longjun1,2,LI Xibing1,ZHAO Guoyan1,GONG Fengqiang1 (1. School of Resources and Safety Engineering,Central South University,Changsha,Hunan 410083,China; 2. Institute of Rock and Soil Mechanics,Chinese Academy of Sciences,Wuhan,Hubei 430071,China)  
Based on the Fisher discriminant theory and the actual characteristics of the project,a Fisher discriminant analysis(FDA) model to predict the destructive effect of masonry structure under blasting vibration of open-pit mine is established. Eight major factors are taken into account from the aspects of blasting vibration and structure dynamic characteristics such as peak particle velocity(PPV),dominant frequency,dominant frequency duration,mortar joints intensity,collar beam structure,height of housing,roof forms and the rate of brick walls. After training and testing 108 sets of measured data in a open-pit mine,the discriminant functions of FDA are solved,and the ratio of mistake-distinguish is 0.083. The functions show that PPV is the most important discrimination indicator,followed by the structural columns of collar beam,roof forms,the rate of brick walls,housing height,the main frequency,the main frequency of duration and intensity of mortar joints,which provides efficient and accurate reference to forecast the destructive effect of masonry structure from blasting vibration. Another 12 groups of measured data are tested as forecast samples,and the predicted results are consistent with the measured ones. The prediction accuracy of FDA model is acceptable,so it is a new approach to predict destructive effect of masonry structure under blasting vibration,which can be applied to practical engineering.
【Fund】: 国家自然科学基金资助项目(50674107 10872218 50678028);; 中南大学学位论文创新重点资助项目(1343–74335000020)
【CateGory Index】: TD235
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 7 Hits
1 Fu Yuhua1,2,Dong Longjun2(1.School of Application Science,Jiangxi University of Science and Technology,Ganzhou,Jiangxi 341000,China;2.Central South University,Changsha,Hunan 410083,China);Study on Forecast of Water Bursting Volume from Coal Seam Floor Based on Fisher Discriminant[J];Mining Research and Development;2009-03
2 ZHAO Guo-yan,ZHANG Lei,CHEN Zhi-qiang,WU Jun-jun,DONG Long-jun(School of Resources and Safety Engineering,Central South University,Changsha 410083,Hunan,China);Nonlinear Prediction of Medium-depth Hole Blasting Effects[J];Mining and Metallurgical Engineering;2010-02
3 Shi Xiuzhi Cui Song Huang Min Qiu Xianyang Sun Lei Zhou Jian(Central South University);Safety Assessment Model of Underground Mining based on the Fisher Discriminant Analysis[J];Metal Mine;2010-08
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
5 MA Wen-han1,2,FANG Xian-zhi1,3,DAI Ta-gen1,CHEN Ping2(1.School of Geoscience and Environmental Engineering,Central South University,Changsha 410083,China;2.Hunan Institute of Geo-Environment Monitoring,Changsha 410007,China;3.Hunan Province Land and Resources Bureau,Changsha 410004,China);Numerical simulation on geological heritage influenced by blasting vibration[J];Journal of Hunan University of Science & Technology(Natural Science Edition);2009-04
6 FU Yu-hua1,2,LI Xi-bing1,DONG Long-jun1(1.School of Resources and Safety Engineering,Central South University,Changsha 410083 China;2.School of Applied Science,Jiangxi University of Science and Technology,Ganzhou Jiangxi,341000,China);Analysis of smooth blasting parameters for tunnels in deep damaged rock mass[J];Rock and Soil Mechanics;2010-05
7 CHEN Chao-yu1,2,HUANG Wen-hui1,CHEN Guo-yong2(1.School of Energy Resources,China University of Geosciences(Beijing),Beijing 100083,China; 2.104 Geological Team,Bureau of Geology and Mineral Resources of Guizhou Province,Duyun 558000,China);Blasting simulation of weak interlayer bedding slope stability diagnosis[J];Journal of Hunan University of Science & Technology(Natural Science Edition);2010-03
【Citations】
Chinese Journal Full-text Database 5 Hits
1 GONG Feng-qiang,LI Xi-bing(School of Resources and Safety Engineering,Central South University,Changsha 410083,China);The Bayes Discriminant Analysis Method for Stability Evaluation of Rock Surrounding in Tunnel and Its Application[J];Chinese Journal of Underground Space and Engineering;2007-06
2 DONG Long-jun,LI Xi-bing,BAI Yun-fei(School of Resources and Safety Engineering,Central South University,Changsha 410083,China);A Fisher discriminant analysis model for classifying top coal cavability of the steep seam[J];Journal of China Coal Society;2009-01
3 LI Xi-bing 1,LING Tong-hua1,2(1.School of Resources and Safety Engineering,Central South University,Changsha 410083,China;2.School of Highway Engineering,Changsha University of Science and Technology,Changsha 410076,China);RESPONSE SPECTRUM ANALYSIS OF GROUND VIBRATION INDUCED BY SINGLE DECK AND MULTI-DECK BLASTING[J];Chinese Journal of Rock Mechanics and Engineering;2005-14
4 GONG Fengqiang1,2,LI Xibing1,2(1.School of Resources and Safety Engineering,Central South University,Changsha,Hunan 410083,China;2.Hunan Key Laboratory of Resources Exploitation and Hazard Control for Deep Metal Mines,Changsha,Hunan 410083,China);A DISTANCE DISCRIMINANT ANALYSIS METHOD FOR PREDICTION OF POSSIBILITY AND CLASSIFICATION OF ROCKBURST AND ITS APPLICATION[J];Chinese Journal of Rock Mechanics and Engineering;2007-05
5 LING Tong-hua1,2,LI Xi-bing2,CHEN Wen-sheng1(1.School of Bridge and Structure Engineering,Changsha University of Science and Technology,Changsha 410083,China;2.School of Resources and Safety Engineering,Central South University,Changsha 410083,China);EVALUATION OF BLAST SEISMIC EFFECT BASED ON WAVELET ANALYSIS[J];Journal of Vibration and Shock;2007-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LOU Xiao-ming1,ZHENG Jun-jie1,MA Jian-jun2,CAI Lu-jun2(1.School of Civil Eng.& Mechanics,HUST,Wuhan 430074,China;2.Wuhan University of Science and Technology,Wuhan 430081,China);Study on Millisecond Blasting Vibration Velocity and Stress Field in Tunnel[J];Chinese Journal of Underground Space and Engineering;2008-02
2 CHEN Zhu-tao1,2,LIU Xin-rong1,LIANG Ning-hui1,ZHU Ze-bing1(1.College of Civil Engineering,Chongqing University,Chongqing 400045,China2.China National Petrdeum Corporation Eastchina Design Institute2,Qingdao 266021,P.R.China);Analysis for Construction Mechanics of Large Span and Shallow-buried City Light Rail Station Tunnel[J];Chinese Journal of Underground Space and Engineering;2008-05
3 PING Qi1,MA Qin-yong1,XU Xiao-he2 (1.School of Civil Engineering and Architecture,Anhui University of Science and Technology,Huainan 232001,China;2.Construction Comittee of Changshou,Chongqing 401220,China);Vibration Measurement and Analysis on Control Blasting Technology for Shaft Excavation of the Reservoir Dam Area[J];Chinese Journal of Underground Space and Engineering;2009-03
4 NI Yongjun1,TENG Xinli1,ZHANG Xuefeng2,WANG Wanhong1(1.School of Civil Engineering,Beijing Jiaotong University,Beijing 100044,China;2.Huhhot Traffic Bureau,Inner Mongolia Autonomous Region,Huhhot 010010,China);Statistical Analysis and Assessment of Ground Vibration Due to Dynamic Compaction[J];Journal of Beijing Jiaotong University;2008-04
5 ZHU Ji-hong (China Railway Tunnel Stock Co.LTD,Luoyang Henan 471009,China);The Safety Evaluation of the Close Building under the Tunnel Blasting Vibration[J];Chinese Journal of Explosives & Propellants;2007-01
6 CAO Yue 1 ,PANG Duan-gen 2 ,YANG Chang-sen 3 ,YU De-yun 1 (1.Wuhan University of Technology, Wuhan 430070, China; 2. Ji'an Municipal Blasting Engineering Co, Jian 343000, China; 3. Wuhan Municipal People's Air Defense Engineering Co, Wuhan 430071, China);Demolition of a Large Stone Arch Bridge by Collapse Blasting[J];Blasting;2005-02
7 QIU Jing-cheng (Dept of Land and Natural Resources,KunmingUniversity of Science and Technology, Kunming 650093, China);Tunnel Explosion Implementation under Adverse Geological Conditions in Longshan Dotomite Mine[J];Blasting;2005-03
8 JI Xiang~1,SHEN Huo-lin~2,YU De-yun~3 (1.Shenjiahu Expressway Huzhou Section Construction Command Office, Huzhou 313000,China;2.Huzhou Traffic Engineering Quality Superrisor Station, Huzhou 313000,China;3.Wuhan University of Technology, Wuhan 430070, China);The Implementation and Safety Management in Excavation Pile Construction of Expressway[J];Blasting;2005-03
9 LIU Guo-qiang~(1),GUO Guang-ming~(1),LI Ting-chun~(2) (1.Shandong Taishan Road & Bridge Construction Company, Tai'an 271000,China;2.Shandong University of Science and Technology,Tai'an 271019, China);Application of the Medium or Deep Hole Blasting Technique in the Ji'nan-Taian Highway Construction[J];Blasting;2005-03
10 XU Hong-rui~1, WANG Ying-bing~1, CHEN Shao-ze~1, DUAN Chun-rong~2 (1.Shanxi Civil Explosives Administration Bureau, Taiyuan 030009,China;2.The 753 Plant, Taigu 300800,China);Destruction of TNT-bearing Fuse Explosive Lump by Blasting[J];Blasting;2005-03
China Proceedings of conference Full-text Database 10 Hits
1 CHEN Zancheng~1,HOU Kepeng~2,Mu Da-yao~3 (1.School of Civil and Environmental Engineering,University of Science and Technology,Beijing 100083,China;2.Faculty of Land Resource Engineering,Kunming University of Science and Technology,Kunming 650093,China);Analysis and Study Safety on the Chamber Blasting Vibration of Mined-out Area in Pao-Maping Mine[A];[C];2008
2 Li Yuanyuan Bi Weiguo (Institute of Engineering Blasting,Shandong University of Science and Engineering,Qingdao 266510);Study of Blasting Safety in Railroad Multiple Track Construction[A];[C];2008
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 TAN Wen-hui, QIAO Lan (Department of Civil Engineering, University of Science and Technology Beijing, Beijing 100083, China);NUMERICAL SIMULATION OF BLASTING VIBRATION ON HIGHWAY-SLOPE STABILITY[A];[C];2005
5 SHI Zhao-xia~1 ZHANG Jin-quan~2 LI Nan~1 (1.Dept.of Resources and Civil Eng.,SDUST,Tai'an 271019,China; 2.Eng.Blasting Inst.,Civil Eng.Dept.,SDUST,Qingdao 266510,China);Study on Redundant Regulation of Excavation Blasting Vibration of Underground Powerhouse[A];[C];2007
6 ;Control Technique for Blasting in the Deep Water Trench of Fulian[A];[C];2008
7 ;Repairing Dangerous Hill by Deep-hole-millisecond-strengthening Loosing Blasting Method[A];[C];2008
8 ;Feasibility of Blasting Technique in Excavation of Slide-Resistant Pile Holes[A];[C];2008
9 ;The Practice of Deep Hole Controlled Blasting under Complicated Environmental in City[A];[C];2008
10 ;Deep Excavation Controlled Blasting in Complex Urban Environment[A];[C];2008
【Co-references】
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 PU Chuan-jin(Southwest University of Science and Technology,Mianyang 621010,China);Analysis on the Influence of Borehole Factors on Open Bench Blasting Effect[J];Blasting;2008-01
3 ZHENG Chang-qing1,2,CHEN Qing-shou1,XU Hai-bo3,FANG Zhe-fa3(1.School of Engineering and Technology,China University of Geosciences,Beijing 100083,China;2.Zhuhai Blasting Advanced Technology Co Ltd,Zhuhai 519000,China;3.School of Resources and Environment Engineering,Wuhan University of Technology,Wuhan 430070,China);Bench Blasting Design and Optimization Based on Neural Network[J];Blasting;2008-03
4 Liu Hongyan ①,Wang Genwang ②,Liu Guozhen ①①Beijing University of Science & Technology(Beijing,100081)②Machinery Engineering Company,Henan Coal Construction Group Limited Company(Zhengzhou,450009);Research Development of Rock Damage Theory Characterized by Damage Variable[J];Explosive Materials;2004-06
5 Gao Jinshi, Yang Jun, Zhang Jichun(Xian Institute of Metallurgy and Construction Engineering);STUDIES ON THE DIRECTION AND MECHANISM OF ROCK BLASTING CRACKING UNDER THE ACTION OF QUASISTATIC PRESSURE[J];Explosion and Shock Waves;1990-01
6 YANG Jun,JIN Qian kun (Department of Engineering Safety,Beijing Institute of Technology,Beijing 100081,China);A New Damage Model for Rock Fragmentation by Blasting Based on Stress Wave Attenuation[J];EXPLOSION AND SHOCK WAVES;2000-03
7 YANG Xiao lin 1,WANG Shu ren 2 (1.Jiaozuo Institute of Technology,Jiaozuo,Henan 454000,China; 2.Chain University of Mining and Technology,Beijing 100083,China);Meso Mechanism of Damage and Fracture on Rock Blasting[J];EXPLOSION AND SHOCK WAVES;2000-03
8 DAI Jun1, YANG Yongqi2(1. Xi'an University of Science and Technology, Xi'an 710054, Shaanxi, China;2. Beijing Campus of China University of Mining and Technology, Beijing 100083, China);Calculation of shot hole separation in smooth blasting[J];Explosion and Shock Waves;2003-03
9 DAI Jun(Xi'an University of Science and Technology, Xi'an 710054, Shaanxi, China);The controlled contour blasting technique and its parameter determination for rock tunnel at depth[J];Explosion and Shock Waves;2004-06
10 Yang Jun;Wang Shuren(Beijng Graduate School,China University of Mining &. Technology,Beijing 100083);STUDY ON FRACTAL DAMAGE MODEL OF ROCK FRAGMENTATION BY BLASTING[J];EXPLOSION AND SHOCK WAVES;1996-01
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 SU Chuang1,2, LIU Dunwen2, XIANG Haibo1, DU Nianchun1, YANG Guang2, KE Qinghui2 (1.China Nonferruos Mentalsindustry Changsha Investigation and Design Research Institute, Changsha 410011, China; 2. School of Resources and Safety Engineering, Central South University, Changsha 410083, China);Numerical simulation of blasting induced vibration damage on double-track tunnel[J];Mineral Engineering Research;2010-03
2 LUO Zhouquan,SHEN Yuzhong,LIU Xiaoming,FENG Fukang,DENG Qiao College of Resources and Safety Engineering,Central South University,Changsha 410083,China;3D Visual Design of Pillar Mining of Metal Mine[J];Science & Technology Review;2010-20
3 Gao Weidong (Xuzhou Normal University);Forecast of Rock-burst in Underground Engineering Based on Fisher Discriminant[J];Metal Mine;2010-11
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 YANG Sheng quan 1,LIAO Xian kui 2,LIU Bao chen 1(1.Department of Mining and Geological Engineering,Central South University, Changsha 410083,Hunan,China; 2.Department of Blasting,Intitute of Mining and Metallurgy of Changsha, Changsha 410012,Hu;Default of the Judging Standard of Blasting Vibration Safety[J];Explosion and Shock Waves;2001-03
2 LING Tong hua , LI Xi bing (School of Resources and Safety Engineering, Central South University,Changsha 410083, Hunan, China);The features of energy distribution for blast vibration signals in underground engineering by wavelet packet analysis[J];Explosion and Shock Waves;2004-01
3 Li Hongnan(Shenyang Architectural and Civil Eng.Institute,Shenyang, 110015)Wang Bingqian;Lin Gao(Dalian University of Technology,Dalian 116023);STUDIES ON SOME PROBLEMS ON EXPLOSION EARTHQUAKE RESPONSES[J];EXPLOSION AND SHOCK WAVES;1996-01
4 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
5 ZHOU Cui-ying 1,2,3, ZHANG Liang 2,4, HUANG Xian-yi 2,41.Department of Applied Mechanics and Engineering, Sun Yat-sen University, Guangzhou510275, China2.Research Centre of Underground Engineering and Information Technology, Sun Yat-sen University, Guangzhou510275, China3.Institute of Geotechnical Engineering, Sun Yat-sen University, Guangzhou510275, China4.Department of Earth Sciences, Sun Yat-sen University, Guangzhou510275, China;Classification of Rocks Surrounding Tunnel Based on Improved BP Network Algorithm[J];;2005-04
6 ZHU Bao long,CHEN Qiang,HU Hou tian (School of Civil Engineering, Southwest Jiaotong University,Chengdu 610031;China);ROCKBURST PREDICTION METHOD BASED ON THE ARTIFICAL NEURAL NETWORK[J];Journal of Geological Hazards and Environment Preservation;2002-03
7 WANG Xu guang 1, YU Ya lun 2 (1.Beijing General Research Institute of Mining and Metallurgy,Beijing 100044,China; 2.University of Science and Technology Beijing, Beijing 100083,China);ON SEVERAL PROBLEMS OF SAFETY CRITERION FOR BLASTING VIBRATION[J];Engineering Blasting;2001-02
8 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
9 Gao Mingzhong(Dep. of Resources Development and Management Engineering);Classification and forecast to cover-caving possibility[J];;1997-03
10 Qu Minqiang Kang Tianhe Jin Zhongming(Dept.of Mining & Civil Engineering, Taiyuan University of Technology, Taiyuan 030024)Gao Zhiyuan(Datong Institute of Coal Mining Design);A Study of Top Coal Caving and Drawing Characteristicsand Its Forecast Classification[J];JOURNAL OF JIAOZUO INSTITUTE OF TECHNOLOGY;1998-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved