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《Journal of East China Institute of Technology(Natural Science)》 2009-02
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The Method for Lithology Classification in Geophysical Well Logging Based on the K-means Dynamic Clustering Analysis

WANG Zhu-wen1,LIU Jing-hua1,REN Li2(1.College of GeoExploration Science and Technology,Jilin University,Changchun,130026,China;2.Well Logging Company,Drilling and Exploration Group of Daqing Petroleum Administrative Bureau,Daqing 163412,China)  
For geophysical well logging data processing and interpretation,lithology classification is one of the important steps in reservoir evaluation and description.Making use of computer to identify lithology automatically becomes the important direction for logging interpretation development.Clustering analysis is an important study field of data mining;it is an important means and method for data processing or packet processing.K-means algorithm is one of the main algorithm in the clustering algorithm,which is a clustering algorithm based on division.According to the property of that different lithologies have different responses in the conventional logging curves,and based on the principle of K-means dynamic clustering method,in combination with other information,this paper classified the underground lithologies,and the purposes of distinguishing and identifying the different lithologies in borehole were achieved.
【CateGory Index】: P631.81
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Chinese Journal Full-text Database 10 Hits
1 ZHANG Chengen1,PAN Baozhi1,LIU Qianru2,XU Xinye3(1.College of Geo-exploration Science and Technology,Jilin University,Changchun,Jilin 130026,China; 2.College of Earth Science,Jilin University,Changchun,Jilin 130026,China; 3.Northeast Oil and Gas Branch,SINOPEC,Changchun,Jilin 130026,China);Application of Improved Ant Colony Clustering Algorithm to Volcanic Rock Lithology Identification[J];Well Logging Technology;2012-04
2 HAN Xue-hui1,ZHI Le-fei2,LIU Rong3,YANG Ti-yuan4,LI Ya-ping4(1.Faculty of School of Geosciences,China University of Petroleum,Qingdao 266580,China; 2.Dongsheng Group CO.LTD,Shengli Oil Field,Dongying 25700,China; 3.China National Petroleum Offshore Engineering Co.Ltd.,Tianjin 300451,China; 4.Petroleum Exploration & Development Research Institude,PetroChina,Qinghai Oilfield Company,Duanhuang,736200,China);A lithologic identification method in Es4reservoir of Guangli oilfield with Least square support vector machine[J];Progress in Geophysics;2013-04
3 WANG Tong-xing,GUO Jun-jie,WANG Qiang(Department of Civil Engineering,Shanghai University,Shanghai 200072,China);The Recognition of Soil Sample Based on the K-Means Dynamic Clustering Analysis[J];Building Science;2010-07
4 GUO Dong-dong;HAO Run-fang;JI Zeng-tao;YANG Xin-ting;ZHOU Chao;LIANG Xu-jiao;College of Information Engineering,Taiyuan University of Technology;National Engineering Research Center for Information Technology in Agriculture;;Classification and Recognition of Goats' Daily Behavior Based on Three-dimensional Acceleration Sensor[J];Acta Ecologiae Animalis Domastici;2014-08
5 GUO Dong-dong;HAO Run-fang;JI Zeng-tao;QIAN Jian-ping;ZHOU Chao;LIANG Xu-jiao;College of Information Engineering,Taiyuan University of Technology;National Engineering Research Center for Information Technology in Agriculture;;Effects of Three Recording Intervals Time on the Classification Accuracy of Goats Behaviors[J];Science Technology and Engineering;2015-02
6 SONG Yan-jie;WANG Tuan;FU Jian;DENG Xin;School of Earth Science,Northeast Petroleum University;;Research on technology of lithology identification of sand- conglomerate rock in Lei 64[J];Journal of Harbin University of Commerce(Natural Sciences Edition);2015-01
7 WANG Yuxi;TIAN Chuangbing;GAO Jixian;ZHANG Xuefeng;LIU Jianqiang;TIAN Zepu;SONG Xinmin;LIU Bo;Oil & Gas Research Center,Peking University;School of Earth & Space Science,Peking University;PetroChina Research Institute of Petroleum Exploration & Development;;A quantitative explanation of carbonate microfacies based on conventional logging data:a case study of the Mishrif Formation in north Rumaila oil field of Iraq[J];Acta Petrolei Sinica;2013-06
8 LV Yu-qiang, QIN Yong, JIA Li-min, DONG Hong-hui, JIA Xian-bo, SUN Zhi-yuan (State Key Laboratory of Rail Traffic Control & Safety, Beijing Jiaotong University, Beijing 100044, China);Dynamic Traffic Zone Partition Based on Cluster Analysis of Taxi GPS Data[J];Logistics Technology;2010-09
9 JU Wu 1,HAN Xue-hui2,ZHI Le-fei2,et al.(1.College of Energy Resources,Chengdu University of Technology,Chengdu 610059,China;2.Faculty of Earth Resources and Information,China University of Petroleum,Dongying 257061,China).;A LITHOLOGY IDENTIFICATION METHOD IN ES4 RESERVOIR OF XIN 176 BLOCK WITH BAYES STEPWISE DISCRIMINANT METHOD[J];Computing Techniques for Geophysical and Geochemical Exploration;2012-05
10 Wang Long;Liu Shiyu;Hu Jianbo;Institute of Mechanical and Automobile,Chongqing Jiaotong University;;Application of Two Clustering Models in Path Planning for Urban Waste Disposal[J];Journal of Hubei Engineering University;2015-03
Chinese Journal Full-text Database 10 Hits
2 , Du, S. X.: .;Integrated Log Interpretation Program Having the Ability to Separate Layers Automatically[J];WELL LOGGING TECHNOLOGY;1996-02
4 WANG Zhu-wen,LIU Jing-hua(Department of Geophysics, Jilin University, Changchun130026);APPLICATION OF WALSH TRANSFORM FOR THE LDENTIFICATION OF ROCK BOUNDARIES WITH LOGGING DATA[J];Geology and Prospecting;2003-04
5 GUO Wei1,TANG Xiao-jun2,LIU Wang-jun1 (1.College of Software , Liaoning Technical University, Fuxin 123000, China; 2.Department of Information Engineering, Dalian Institute of Light Industry, Dalian 116034, China);Analysis and improvement based on a partitional clustering algorithm[J];Journal of Liaoning Technical University;2004-06
6 JIN Wei,CHEN Hui-ping(College of Computer & Information Engineering,Hohai Univ.,Changzhou 213022,China);A Hybrid Hierarchical k-means Clustering Algorithm[J];Journal of Hohai University Changzhou;2007-01
7 Gu Shiliang;Mo Huidong Laboratary of Quantitative Genetics, Jiangsu Agricultural College, Yangzhou;A New Dynamic Clustering Method-MinSSw Method[J];;1989-04
8 ZHANG Jian-ping1,LIU Xi-yu2(1.College of Information Science & Engineering,Shandong Normal University,Jinan Shandong 250014,China;2.College of Management,Shandong Normal University,Jinan Shandong 250014,China);Application in Cluster's Analysis Is Analyzed in Children Development Period[J];Application Research of Computers;2007-05
10 SHI Qing-jiang~(1,2),WANG Yan-jiang~1,SUN Zheng-yi~2,YANG Pei-jie~1(1.College of Information and Control Engineering in China University of Petroleum,Dongying 257061,Shandong Province,China;2.Information Center of Drilling Technology Research Institute,Shengli Oilfield,Dongying 257017,Shandong Province,China);Joint application of wavelet transform and Walsh transform for automatic segmentation of well logs[J];Journal of China University of Petroleum(Edition of Natural Science);2006-02
Chinese Journal Full-text Database 10 Hits
1 WANG Wen-xiong~1,WANG Lei~2(1.School of Land Management,Huazhong Agricultural University,Wuhan430070,China;2.School of Management,Wuhan University of Technology, Wuhan430070,China);The comparative positive research on the development of China's construction industry by region[J];Building Science Research of Sichuan;2005-03
2 ZHANG Gen-wen,HAN Li-da (School of Humanities and Economics,Hefei University of Technology,Hefei 230009,China);Evidence Analyses on the Relation of Development of Economy and Subject Structure of Higher Education in Anhui[J];Journal of Anhui Institute of Education;2006-04
3 GUAN Lin,WEI Liang-li(Department of Economics,Hefei Normal University,Hefei 230061,China);Principal Component Analysis on Anhui's Agricultural Sustainable Development[J];Journal of Hefei Normal University;2011-05
4 SONG Ma-lin(School of Statistics and Applied Mathematics,Anhui University of Finance & Economics,Bengbu 233041,China);The Evaluation of the Economic Development of Regional Cities in Anhui Province[J];Journal of Anhui TV University;2005-04
5 ZHONG Xiao-xu1,2,HU Xue-gang 1(1.School of Computer and Information,HeFei University of Technology,HeFei 230009,China;2.AnHui Vocational and Technical college of Communications,HeFei 230051,China);Correlation analysis of web recruitment information based on data mining[J];Journal of Anhui Institute of Architecture & Industry(Natural Science);2010-04
6 Zuo xinyan1 Gao minhua1,2(1Resource and Environmental College of Xin Jiang University,Urumchi 830046;2Oasis Ecological laboratory of Xin Jiang University);Comprehensive Evaluation of Regional Economic Competitiveness Based on Principal Component Analysis in 2006[J];Anhui Agricultural Science Bulletin;2008-20
7 WANG Rui-na et al (Business School of Hehai University,Nanjing,Jiangsu 210098);Research and Application on Coordination Degree of Sustainable Development between Flood Control System and Social Economics System[J];Journal of Anhui Agricultural Sciences;2007-04
8 CAI Tong et al (College of Land Management,Nanjing Agricultural University,Nanjing,Jiangsu 210095);Clustering Analysis on the Soil Quality in Fengqiu County[J];Journal of Anhui Agricultural Sciences;2008-25
9 ZHOU Wei-ji et al (School of Economics and Management,Guangdong University of Technology,Guangzhou,Guangdong 510520);Study on the Cluster Analysis Method Applying in the Grading of Agricultural Land[J];Journal of Anhui Agricultural Sciences;2009-05
10 ZUO Qing-song et al (Key Laboratory of Crop Genetics and Physiology of Jiangsu Province,Ecology and Cultivation in Middle and Lower Reaches of Yangtze River of Ministry of Agriculture,Yangzhou University,Yangzhou,Jiangsu 225009);Study on the Differences of Dry Matter Production and Yield Components in Rapeseed with Different Nitrogen Utilization Efficiency for Grain Production[J];Journal of Anhui Agricultural Sciences;2009-09
China Proceedings of conference Full-text Database 10 Hits
1 ZHAO Hui etal(Rural Science and Technology Center of Ningxia,Yinchuan,Ningxia 750001);Analysis on the Development of Ningxia Rural In formation Based on Factor Analysis[A];[C];2011
2 Tan Long,Liu Yun,Fan Wei(School of Management and Economics,Beijing Institute of Technology,Beijing 100081);An Improved Doubly Weighted Average Method in Evaluation of Regional Scientific and Technological Strength[A];[C];2011
3 Liang Haocui Qinzhou Teachers College,Qinzhou,Guangxi,535000,China;An Analysis of the Correlation Between Written Examination and Operating Examination in Computer Band 1 Test[A];[C];2004
4 Fu Yan (Capital Engineering & Research Incorporation Co.,Ltd.,Beijing,100176);Probe into the Steel Production Forecast Model[A];[C];2009
5 ZHANG zixu LV runsheng LIU gaofeng CHANG songling Henan Polytechnic University Henan Jiaozuo 454003;Well Log's Auto-Delamination And The Thickness Identification Of Tectonic Coal[A];[C];2006
6 Chen Xiao Jiao (College of Management , ShenzhenUniversity ,Shenzhen 518060,China );Statistics and Analysis of the require Indicators on the HR practitioners in the Pearl Rriver Delta :Taking the recruiters,evaluator,welfare officer,trainers as Example[A];[C];2008
7 YU Le-an~1 WANG Shou-yang~1 Lai KinKeung~2 (1.Academy of Mathematics and Systems Science,Chinese Academy of Sciences,Beijing 100190,China; 2.Department of Management Sciences,City University of Hong Kong,Kowloon,Hong Kong,China);PCA-based Comprehensive Evaluation Model and Its Empirical Analysis for Societal Harmonious Development[A];[C];2008
8 LIAO Hong-zhi~1 YANG Wei-qin~2 ( 1.Information Technology Research Institute,Yunnan University,Kunming 650091,China; 2.Research Center of Soft Science & Systems Engineering,Yunnan University,Kunming 650091,China);Analyzes the Income Gap between Urban and Rural Areas Based on the Regression Model[A];[C];2008
9 YUAN Fei HE Bing-hua XIE Dun-li (1.Hangzhou Municipal Administration of Work Safety,Hangzhou 310009,China;2.Ningbo Institute of Technology,Zhejiang University,Ningbo 315100,China;3.The College of Management,Zhejiang University,Hangzhou 310007,China);Preliminary Analysis of Safety Management on Dangerous Chemicals[A];[C];2005
10 ZHANG De-ming, LU Yun-sheng, CAO Xiu-ying, ZHANG Xue-min ( Business Administration Post - Doctor Station of Peking University, Labor & Wages Department of Shougang Group,Beijing 100041,China; Labor & Wages Department ShouGang Group,Beijing 100041 .China; Plan & Financing Department, Beijing Branch - Bank of ICBC,Beijing 100031 ,China; Taiji Huafang System Engineering Company ,Ltd. Beijing 100083 ,China);The EVA Calculation and Its Analysis --Based on 2003 & 2004' Data of SSE Listed Companies[A];[C];2006
Chinese Journal Full-text Database 10 Hits
1 LI Lei, WANG Ren-zhong, SHENG Jin-bao(Dam safety and management department of Nanjing Hydraulic Research Institute, Dam Safety Management Center of the Ministry of Water Resources, Nanjing 210029, China);Study on evaluation models of severity degree of dam failure impact[J];Journal of Safety and Environment;2006-01
2 WANG Ren-zhong, LI Lei, SHENG Jin-bao(Dam Safety and Management Department, Nanjing Hydraulic Research Institute, Dame Safety Management Center of the Ministry of Water Resources, Nanjing 210029, China);On criterion of social and environmental risk of reservoir dams[J];Journal of Safety and Environment;2006-01
3 LI Lei, WANG Zhao-sheng, ZHANG Shi-chen(Dam Safety and Management Department, Nanjing Hydraulic Research Institute, Nanjing 210029, China);Study on identifiable mode of dam performance hazard degrees[J];Journal of Safety and Environment;2007-03
4 YUE Qun-xing,WEI Fa-jie(School of Economics and Management,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);New Stochastic Optimization Algorithm——Ant System[J];Journal of Beijing University of Aeronautics and Astronautics(Social Sciences Edition);2005-04
5 LU Wan yu, HUANG Sheng ren, QIN Shi yin (China University of Geosciences, Beijing 100083,China);USING THE CP-NETWORK TO IDENTIFY THE LITHOLOGY[J];Journal of Changchun University of Science and Technology;2002-01
6 HUANG Buzhou,PAN Baozhi,LI Zhoubo (College of GeoExploration Science and Technology, Jilin University,Changchun130026,China);THE RECOGNITION OF GAS-BEARING TIGHT SANDSTONE/GRAVEL RESERVOIRS AT THE DEEP OF XUJIAWEIZI IN DAQING[J];Journal of Changchun University of Science and Technology;2003-04
7 ZHOU Bo 1, LI Zhou-bo 2, PAN Bao-zhi 2 (1.Heilongjiang Institute of Science and Technology, Harbin150027,China; 2.College of GeoExploration Science and Technology, Changchun130026, China);A Study on Lithology Identification Methods for Volcanic Rocks[J];Journal of Jiling University (Earth Science Edition);2005-03
8 CHEN Jun,FAN Xiao-min,MO Xiu-wen College of GeoExploration Science and Technology,Jilin University,Changchun 130026,China;The Resrarch of Volcaniclastic Rock Lithologic Identification Based Logging[J];Journal of Jilin University(Earth Science Edition);2007-S1
9 ZHANG Xiao-feng,FAN Xiao-min College of GeoExploration Science and Technology,Jilin University,Changchun 130026,China;Application of Crossplot and Carbon Software to Recognition of Pyroclastic Rock[J];Journal of Jilin University(Earth Science Edition);2007-S1
10 ZHANG Tao,MO Xiu-wen College of GeoExploration Science and Technology,Jilin University,Changchun 130026,China;Complex Lithologic Identification Based on Cross Plot and Fuzzy Clustering Algorithm[J];Journal of Jilin University(Earth Science Edition);2007-S1
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 LIU Qianru1, XUE Linfu1, PAN Baozhi2, ZHANG Cheng'en2, MA Junming1, YU Henan1 and QI Caisong1 1. College of Earth Sciences, Jilin University, Changchun 130061, China; 2. College of Geo-exploration Science and Technology, Jilin University, Changchun 130026, China;Fracture detecting based on Ant Colony Algorithm[J];世界地质(英文版);2013-02
2 LI Xue-ying;ZHAO Yu-qiu;FAN Chang-hai;ZHANG Jian-feng;HU Ying;College of Earth Science,Northeast Petroleum University;Post Doctoral Work Station,Daqing Oilfield;Post Doctoral Mobile Station,Northeast Petroleum University;No.9 Oil Production Company,Daqing Oil field company Ltd.;Data processing and interpretation of two station,Drilling Engineering Company,Daqing Oil field Logging Company;;An identification method of argillaceous siltstone and silty mudstone in extra shallow unconsolidated formation——Taking an example of Heidimiao reservoir in a area of Daqing[J];Progress in Geophysics;2015-01
3 Liu Qianru;Chen Chunhua;Pan Baozhi;Ling Husong;Zhang Cheng′en;CNPC Logging Changqing Business Division;Logging Company of Bohai Drilling Production Well Operations Department;College of Geoexploration Science and Technology,Jilin University;oil and gas evaluation center,CNPC Logging;;Application of ant colony algorithm on fracture recognization and extraction from FMI image processing[J];Electronic Measurement Technology;2015-04
4 Fan Xiangyu;Yang Yang;Duan Meiheng;Zhao Pengfei;Liu Lu;Xu Fenglin;The State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation,Southwest Petroleum University;School of Oil and Gas Engineering,Southwest Petroleum University;;Formation Lithological Fuzzy Pattern Recognition Based on Three Porosity Compound Variables[J];Journal of Yangtze University(Natural Science Edition);2015-26
5 ZHAO Jun;YANG Yang;CHEN Wei-zhong;LI Jin-fu;Southwest Petroleum University,School of Geoscience and Technology;Research Institute of Tarim Oilfield Company,CNPC;;New method for well logging lithologic identification based on elemental capture spectroscopy[J];Progress in Geophysics;2015-05
6 WANG Fei;YANG Xiao-ming;ZHANG Yong-hao;BIAN Hui-yuan;College of Geology Engineering and Geomatics,Chang’an University;Research Institute of Exploration and Development,PetroChina Changqing Oilfield Company;China Petroleum Logging CO.LTD.;College of Geology & Environment,Xi`an University of Science and Technology;;Application of multi-algorithmic fusion methods to fluid identity in tight sand reservoir[J];Progress in Geophysics;2015-06
7 JI Bo,YE Yangdong,LU Hongxing (School of Information Engineering,Zhengzhou University,Zhengzhou Henan 450001,China);Taxi gathering area recognition algorithm based on sample weight[J];Journal of Computer Applications;2013-05
8 LUO Biao;YAN Weiwei;WAN Liang;School of Management,University of Science and Technology of China;;Customer value classification model and application based on analytic network process and K-means clustering[J];Journal of Computer Applications;2013-10
9 YANG Zhen-bang;QU Shao-zhong;ZHOU Hui-li;Heilongjiang Provincal Coalfield Geology Team;;Application of Kelang Software in Coalfield Seismic Exploration and Evaluation of Test Data[J];Coal Technology;2014-03
10 BAI Zhu;JIN Xiao-hong;Dept.of Automobile and Transportation Engineering,Heilongjiang Institute of Technology;Dept.of Mining Technology,China University of Mining and Technology;;Research on the appliction of taxi GPS data[J];Journal of Heilongjiang Institute of Technology;2014-02
China Proceedings of conference Full-text Database 1 Hits
1 Zheng Kai;Sun Wanju;Chen Yingying;Yang Yongyao;Traffic information joint center;Zhejiang Supcon information Co.,Ltd;;Dynamic Partition and Service Evaluation for Traffic Zone[A];[C];2014
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 WANG Zhu wen, LIU Jing hua, LI Zhou bo, LU Jing an, MEN Shao hua (College of Geo-Exploration of Science and Technology, Jilin University, Changchun 130026,China);STUDY ON RECONSTRUCTION OF LITHOLOGICAL PROFILE IN PRE-PILOT BOREHOLE Ⅱ OF CHINA CONTINENTAL SCIENTIFIC DRILLING[J];Journal of Changchun University of Science and Technology;2002-03
3 Zhou Yuantian;Ren Kang;Activity of Logs and Its Application[J];Well Logging Technology;1988-06
4 Zhong Xingshui;Zhong Chaomo;An Approach to Logical Zoning with A Single Log[J];;1990-02
5 Shi Pengcheng,Xu Li,et al..WLT, 2000, 24(6):415 -419;On the Forward Modeling for Geosteering.[J];Well Logging Technology;2000-06
6 Li Hongqi,Zhang Fuming,Shao Cairui,et al..;A New Multi-well Logs Optimum Dividing Algorithm with Heuristic Search Rules.[J];Well Logging Technology;2002-04
7 , Du, S. X.: .;Integrated Log Interpretation Program Having the Ability to Separate Layers Automatically[J];WELL LOGGING TECHNOLOGY;1996-02
8 Zhao Jun.;Application of Fuzzy Identification Method Based on Number Field to Zoning with Logs.[J];WELL LOGGING TECHNOLOGY;1998-04
9 Jiao Cuihua, Li Bing.;Zerocrossing Wavelet for Multiresolution Zonation of Logs[J];WELL LOGGING TECHNOLOGY;1999-03
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