Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Well Logging Technology》 2012-04
Add to Favorite Get Latest Update

Research on Reservoir Flow Unit Based on BP Neural Network Technology

SIMA Liqiang1,XIAO Hua1,YUAN Long1,LU Fengcai2(1.Department of Resource and Environment,Southwest Petroleum University,Chengdu,Sichuan 610500,China; 2.Geological Logging Division of Jiangsu Petroleum Exploration Bureau,Yangzhou,Jiangsu 225002,China)  
Fang 4 block reservoir with low porosity and low permeability is complex in Huangjue oilfield,so,reservoir parameter calculated has bigger error.Combining with coring formation property material and log data,the reservoir is divided into three types of flow units by flow zone index(IFZ).Established are the recognition and division standards of the flow units.Based on this,BP neural network technology is used to learn and train the reservoir flow units of coring wells.With such a technology,directly built is the mapping relation between log responses and flow unit types so as to learn and predict the flow units in the coring wells or non-coring wells.Log interpretation accuracy is obviously improved,which provides an effective way for fine reservoir interpretation.
【CateGory Index】: P618.13
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 1 Hits
1 YUAN Hui,ZHANG Xian-guo,LIANG Wen-feng,LEI Xiao,XU Hai-chun(First Author's Address:Production Department,Zhanjiang Branch Company,CNOOC,Zhanjiang 524057,Guangdong,China);Flow-unit Recognition Method of Heterogeneous Marine Strata in Wenchang 13-1 Oilfield[J];Journal of Oil and Gas Technology;2013-06
Chinese Journal Full-text Database 2 Hits
1 SONG Zi-qi, CHEN Rong-huan , KANG Li-ming, YANG Jin-Lin , PAN Ling-Li, WANG Jing, LU Xiang-wei (College of Petroleum Engineering, Xi' an Shiyou University, Xi' an 710065, Shaanxi, China);Analytical method for the division and description of reservoir flowing unit[J];;2005-03
2 LI Zu-bing, LUO Ming-gao, MA bin, LIU Jing (College of postgraduate, Southwest petroleum institute, chengdu.Sichuan, 610500, China; Shixi area of Xinjiang oilfield company,petrochina, Karamay,Xinjiang,834000,China);IDENTIFYING THE FLOW UNITS WITH RESERVOIR HETEROGENEITY INDICATOR[J];Xinjiang Geology;2005-02
Chinese Journal Full-text Database 10 Hits
1 WANG Qian~1,JIANG Linhua~2,ZHANG Jingfeng~3,XU Haiqun~4(1.Lianyungang Technical College,Lianyungang 222006,China;2.Hohai University,Nanjing 210098,China;3.Lianyungang Test,Lianyungang 222003,China;4.Lianyungang Water Bureau,Lianyungang 222000,China);Application of fuzzy neural network in strength prediction of fly ash concrete[J];Sichuan Building Science;2006-06
2 FENG Qinghai1,YUAN Wancheng1,FAN Qiwu2(1.State Key Laboratory for Disaster Reduction in Civil Engineering,Tongji University,Shanghai 200092,China;2.School of Civil Engineering,Southwest Jiaotong University,Chengdu 610031,China);Structure reliability calculation method based on finite element-artificial neural network-Monte-Carlo[J];Sichuan Building Science;2008-04
3 ZHANG Tong1,WANG Jianping1,MENG Gaiyang2(1.School of Civil Eng.,Xi'an Univ.of Arch.& Tech.,Xi'an 710055,China;2.Finance Department of Xi'an Univ.of Arch.& Tech.,Xi'an 710055,China);Applied research of different-causations-same-result-combination neural network in the project cost[J];Sichuan Building Science;2009-02
4 Ni Zhiwei (Dept.of computer,Anhui University,Hefei 230039);Deep study on Activation Function in BP Network[J];Journal of Anhui University(Natural Sciences);1997-03
5 ZHOU Ming-zheng(Computer Science and Engineering Department,Anhui Insititute of Mechanical and Eleetrical Engineering,Wuhu 241000, China);The application of neural network in contral system[J];JOURNAL OF ANHUI INSTITUTE OF MECHANICAL AND ELECTRICAL ENGINEERING;2000-02
6 LI Jun1,2,SUN Shi-qun1(1.Sch.of Natur.Reso.& Envir.Engn.,Hefei University of Technology,Hefei 230009,China;2.Wuhu Environmental Protection Bureau,Wuhu 241000,China);Water quality prediction in qinyijiang river wuhu area based on BP artificial neural network[J];Journal of Anhui University of Technology and Science(Natural Science);2008-02
7 ZHANG Yan,ZHANG Hai-jun(Colle.of Phi.& Mat.Sci.,Anhui University,Hefei 2300309,China);Multi-channel ultrasonic continnuous thickness-detecting system based on DSP[J];Journal of Anhui University of Technology and Science(Natural Science);2008-03
8 Zhang Jiubiao (Bengbu Medical College Bengbu 233003) Zhao Yun (Anhui Institute of Mechanical and Electrical Engineering Wuhu 241000);On an Improved Constraint Satisfaction Model[J];JOURNAL OF ANHUI INSTITUTE OF MECHANICAL AND ELECTRICAL ENGINEERING;1997-04
9 Chen Gang (Information computer center of financial tax, Anhui province, Hefei, 230061) Lin Qingming (Bank of construction of Huaibei, Huaibei, 235000);THE NEURAL NETWORK APPLYING MANY KINDS OF DISCERNMENT QUESTONS FOR THE VALID WAY[J];JOURNAL OF ANHUI INSTITUTE OF ARCHITECTURE;1999-03
10 HU Jun, WANG Zhong-ming, FANG Gao-ni (1.Dept. of Civil Engineeering, Anhui Institute of Architecture & Industry, Hefei, 230022, China; 2.School of Civil Engineering, Hefei University of Technology, Hefei, 230009, China);Forecast and control on temperature of massive concrete based on the irn model with the error unit[J];Journal of Anhui Institute of Architecture;2005-01
China Proceedings of conference Full-text Database 10 Hits
1 WAGN Guo-qing,LI Guo-fu,LI Xu-yuan,WANG Shi-ke (Mailbox 150,Baoji 721013.China);The Quick-Determination of Monitoring Position Based on PSO-k-mean Clustering[A];[C];2011
2 Zhang Juan,Chen Jie,Duan Mei Department of Automatic Control,School of Information Science Technology,Beijing Institute of Technology,Beijing 100081,P.R.China;Track Correlation for Multisensor System based on NN and General Classical Assignment Algorithm[A];[C];2008
3 Sui Jinxue,Yang Li,Hua Zhen,Zhang Xin School of Information and Electronics Engineering Shandong Institute of Business and Technology,Yantai 264005,P.R.China;Application of Improved BP Network in Flame Burning Condition Recognition[A];[C];2008
4 DU Jian~1,FEI Bao-jun~1,LIU Ying~2,PAN Gao-tian~3,YAO Guo-zheng~1 1.Department of Fundament,Academy of Armored Force Engineering,Beijing 100072,China 2.Department of XI,Eleventh research Institute of China Aerospace Science and Technology Corporation,Beijing 100070, China 3.Department of Equipment Command and Management,Academy of Armored Force Engineering,Beijing 100072,China;Research on Navigation Equipment Maintenance Capability Assessment Based on Neural Network[A];[C];2011
5 DONG Guihong, WANG Shengnian, FAN Zhihong, XIONG Jianbo (Engineering Technology Research Co. Ltd.of CCCC Fourth Harbor Engineering Co., Ltd., Guangzhou 510230, China);Application of IMSL C# Numerical Library to Concrete Technology[A];[C];2010
6 Yingyang Lu,Boxi Wu,Shenchu Xu,Zhenxiang Chen,Jianyong Chen Department of Physics,Xiamen University,Xiamen,Fujian,361005;About the Initialization of BP Neural Network[A];[C];1999
7 Zhu Shuanghe Ma Ling Air Foree Telecommunication Engineering Institute,Xi'an,710077;A New Self-organizing Mapping Algorithm for TSP Problem[A];[C];1999
8 Yang Xinguang Zou Kaiqi Basic Sciences Department,Dalian Maritime University,Dalian,Liaoning,116026;Fuzzy Decision-making Based on Neural Networks[A];[C];1999
9 ZHU Shuangdong College of Information Engineering,Fushun Petroleum Institute,Liaoning Fushun 113001 GU Zhongmin Dept.of Internal Medicine,Fushun Central Hospital,Liaoning Fushun 113006 ZHAO Jianguo Dept.of Economic,North-east University of Finance and Economic,Liaoning Dalian 116025;intelligent synthetic diagnoses for jaundice based on neural networks[A];[C];1999
Chinese Journal Full-text Database 10 Hits
1 WU Xiao-bin1,2,HOU Jia-gen1,2,SUN Wei3,4,LEI Tian1,21.College of Geosciences,China University of Petroleum,Beijing 102249,China2.Key Laboratory for Hydrocarbon Accumulation Mechanism of Education of Ministry,Beijing 102249,China3.Key Laboratory of Continental Dynamics of Education of Ministry,Xi'an 710069,China4.Department of Geology,Northwest University,Xi'an 710069,China;Study on Flow-Units Based on Hierarchical Analysis in Jiyuan Area,Ordos Basins[J];Journal of Jilin University(Earth Science Edition);2011-04
2 CHEN Wei-tao1 DU Jia-yuan1 LONG Geng-sheng1 ZHANG Shang-feng2 LI Xiang-yang2(1.Shenzhen Branch of CNOOC Ltd.,Guangzhou 510240;2.College of Geosciences,Yangtze University,Jingzhou,Hubei 434023);Analysis on Controlling Factors of Marine Sequence Stratigraphy Evolution in Pearl River Mouth Basin[J];Acta Sedimentologica Sinica;2012-01
3 WU Sheng he 1 WANG Zhong lin 2 1 (University of Petroleum, Beijing, 102200) 2 (Tuha Institute of Petroleum Exploration and Development, Hami, Xinjiang, 839000);A New Method of Non-Marine Reservoir Flow Unit Study[J];ACTA SEDIMENTOLOGICA SINICA;1999-02
4 Li Zhaoyong(Exploration and Development Research Institute of Daqing Oilfield Co.Ltd.,PetroChina,Daqing 163712,China);Flow unit division of Fuyang reservoir with low permeability in Sanzhao Depression[J];Fault-Block Oil & Gas Field;2011-01
5 REN Gang1,JIANG Zhen-hai2(1.Oil Recovery Plant No.1,Daqing Oilfield Corp.Ltd.,Daqing,Heilongjiang 163001,China;2.Oil Recovery Plant No.3,Daqing Oilfield Corp.Ltd.,Daqing,Heilongjiang 163318,China);Partition of flow unit and its application in polymer flooding development-take Beierxi group PuⅠin Daqing oilfield as an example[J];Journal of Daqing Petroleum Institute;2011-02
6 FAN Zheng,WU Sheng-he,WANG Shao-hua,HUO Jin-jie,YI Zhen-lin(First Author's Address:Faculty of Geosciences,China University of Petroleum,Beijing 102249,China;Beijing Telon Hi-tech Company,Beijing 100085,China);Flow Unit Evaluation of Diluvial Fan Reservoirs in Block Liuzhong of Karamay Oilfield[J];Journal of Oil and Gas Technology;2011-11
7 ZHAO Zhong-xian1,2,ZHOU Di1,LIAO Jie1,2(1.Key Laboratory of Marginal Sea Geology,South China Sea Institute of Oceanology,CAS,Guangzhou 510301,China;2.Graduate University of CAS,Beijing 100039,China);Tertiary paleogeography and depositional evolution in the Pearl River Mouth Basin of the northern South China Sea[J];Journal of Tropical Oceanography;2009-06
8 PENG Shi-mi; et al. (University of Petroleum, Beijing 102200, P. R. China).;A new quantitative method to study flow unit of non-marine reservoir[J];Petroleum Exploration and Development;2001-05
9 JIN Yan-xin, LIN Cheng-yan, ZHAO Li, ZHAO Li-juan(University of Petroleum, Shandong 257061, China;Shengli Oil Production Plant, SLOP, Sinopec, Shandong 257051, China);Discussions on FZI methodology in flow unit identification and discrimination[J];Petroleum Exploration and Development;2004-05
10 GAO Bo-yu, PENG Shi-mi, GONG Hong-jie, YUE Xiang-an (College of Resources and Information, University of Petroleum, Beijing 102249, China);Discussion on Classification Criteria of Reservoir Flow Unit[J];Journal of China University of Mining & Technology;2005-01
【Secondary Citations】
Chinese Journal Full-text Database 3 Hits
1 Xiao Cixuan,Luo Jihong,Cai Yonxiang;Application of Neural Network in Key Wells for Reservoir Description[J];Well Logging Technology;1993-01
2 Song Ziqi, Tan Chengqian, et al.;Study on Residual oil Saturation and Its Distribution in Block Shen 84 Reservoir[J];WELL LOGGING TECHNOLOGY;1998-06
3 SONG Zi-qi,et al.(Xi'an Petroleum Institute,Xi'an 710065,China);FINE EVALUATION OF RESERVOIR-CAP COMBINATION USING GRAY SYSTEM[J];Acta Petrolei Sinica;2002-04
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved