Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《JOURNAL OF CHENGDU UNIVERSITY OF TECHNOLOGY》 1994-02
Add to Favorite Get Latest Update

USING ARTIFICIAL NEURAL NETWORKS WITH INTEGRATING WELL LOGGING AND SEISMIC DATA TO PREDICT LITHOLOGY

Huang Ling;Gu Bin Liu Ling  
At present,it is realistic to integrate well logging and seismic data to predict lithology in reservoir description. The artificial neural network is a quite new artificial intelligence technique. Using this technique,well logging data are combined with seismic data(interval velocities or acoustic impendences)to automatically construct some nonlinear relationship among well logging data, seismic data and lithologic data. By means of this relationship,the lateral prediction of lithology can be Performed effectively.
【Fund】: 国家自然科学基金,中国石油天然气总公司和大庆石油管理局联合资助
【CateGory Index】: P618.130.8
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 4 Hits
1 Liu Ruilin (Dept. of Geophysical Exploration,Jianghan Petroleum Institute,Hubei,434102) Ma Zaitian (Dept. of Marine Geology and Geophysics, Tongji University,Shanghai 200092);THE CURRENT STUDIES ON APPLICATION OF NEURAL NETWORKS TO OIL AND GAS EVALUATION AND PREDICATION[J];PROGRESS IN GEOPHYSICS;1995-02
2 Xu Jingzhen et al Xu Jingzhen(Daqing Petroleum Institute),Liu Xiaodong,Gao Chunwen;22 Application of Artificial Nerve Network Moder in Reservoir Recognition[J];Natural Gas Industry;1996-04
3 TANG Hua-feng1,WANG Pu-jun1,CHEN Wen-li2,CHENG Ri-hui1,LIU Wan-zhu1,ZHANG Yan1(1.College of Earth Sciences,Jilin University,Changchun,Jilin,130061,China;2.Exploration and Development Institute of Henna Oil Company,Nanyang Henan,473000,China);APPLICATION OF FACIES CONTROL ERROR METHOD TO LITHOFACIES MAPPING IN SPARSELY-DRILLED AREA: A CASE STUDY OF NORTHERN TARIM BASIN[J];Xinjiang Geology;2006-04
4 JIANG Zhen,xue,LIU Xiao,dong,XU Jing,zhen.;Development and Application of Integrated Pay Zone Interpretation System.[J];Xinjiang Petroleum Geology;2003-03
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 WANG ZHi liang et al.;Application of Genetic and Improved BP Algorithms in Geotechnical Engineering[J];Underground Space;2001-03
2 XU Zhong min, LAN Yong chao, CHENG Guo dong (State Key Laboratory of Frozen Soil Engineering, CAREERI, CAS, Lanzhou Gansu 730000, China);A Study on Runoff Forecast by Aritifical Neural Network Model[J];Journal of Glaciolgy and Geocryology;2000-04
3 Xu Rongjun; Qu Changsu; Yao Zhongmao; Ma Zhiming;Liu Honglin(1) Anyan Tron and Steel Company 2)Shanghai Institute of Metallurgy, Chinese Acadeny of Science);Application of Pattern Recognition and Artificial Neural Network Algorithm in Optimization of 16Mn-steel Production[J];JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING;1995-S1
4 Fan Xunli, Dai Hang et al ..;Applications of Neural Network in Lithology Identification.[J];WELL LOGGING TECHNOLOGY;1999-01
5 Wang Renduo (China University of Geosciences , Wuhan 430074);QUANTITATIVE DISCRIMINATION OF SEDIMENTARY FACIES BY USE OF SHAPE CHARACTERISTICS OF LOG CURVES[J];;1991-03
6 XU Shaohua, Lecturer Dept of Petroleum Prospecting, Daqing Petroleum Institute. 151400, Anda, Heilongjiang, P. R. China MA Zhenxiang Daqing Petrochemical Complex, 163352 LI Zifang Dept of Electronic Engineering;APPLICATION OF FUZZY PATTERN RECOGNITION IN LITHOLOGY DETERMINATION[J];Journal of Daqing Petroleum Institute;1995-03
7 LIAO Tai-ping~1, ZHANG Fu-rong~1, ZHANG Zhi-jian~2( 1. Department of Petroleum Engineering, Chongqing Technology Institute, Chongqing, 400042, China; 2. Geosciences College, Daqing Petroleum Institute, Daqing, Heilongjiang 163318, China );Complex lithologic identification based on fuzzy clustering algorithm[J];Journal of Daqing Petroleum Institute;2004-06
8 Li Hanlin and Zhao Yongjun{Department of Petroleum Resources Sciences, University of Petroleum, Dongying, Shandong,257062);Multivariate Statistical Method of Lithologic Recognition[J];Geological Review;1998-01
9 ZHOU Guanglin, ZHANG Dongyu, LUO Fengli (Dept. of Mechanical Engineering, Heilongjiang Institute of Science and Technology, Jixi 158105; Longhu Coal Mine of Qitaihe Fine Coal Cop. Heilongjiang, Qitaihe 154600, China, Adult Education College, Heilongjiang;Mechanical Optimization Design on Genetic Algorithm[J];Journal of Heilongjiang Institute of Science;2001-01
10 Yang Jin , Liu Shujie, Wang Jiaxiang;Research on a New Method for Bit Evaluation and Its Applicattion[J];China Offshore Oil and Gas(Engineering);2000-04
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 LI He,WANG Zhu-wen,LIU Jing-hua,XU Yan-qing(College of Geoexploration Science & Technology, Jilin University, Changchun 130026, China);Gas productivity prediction for deep-seated volcanic reservoir in Songliao Basin[J];Progress In Geophysics;2003-04
2 Liu Ranbing1, Liu Leiming2, Zhang Faqiang3, Li Changhua4(1.Sinopec Economics & Development Research Institute, Beijing 100029, China;2.University of Science and Technology Beijing 100083, China;3.Sinopec Institute of Exploration & Production, Beijing 100083, China;4.PetroChina Daqing Refining & Chemical Company, Daqing 163411, China);Identification model of multi-layered neural network parameters and its applications in the petroleum production[J];中国工程科学(英文版);2008-02
3 LI Yun-xian(College of Art &Design, Shanghai University of Engineering and Science , Shanghai 200336, China);Application of Neural Network Expert System on Predicting the Quality of Sub-groundwater[J];Journal of Huainan Vocational & Technical College;2005-02
4 WANG Zhong-de, WANG Xin-hai, ZHAO Hong-min, ZHANG Wen (Key laboratory of Exploration Technologies for Oil and Gas Resources, (Yangtze University), Ministry of Education; College of GeoSciences, Yangtze University Jingzhou 434023, Hubei, China)Yang Xiao-ming (Research Institute of Exploration and Development; Petrochina Changqing Oilfield Company; Xi'an 710021; Shaanxi, China);BP Neural Network Model to Recognize Carbonate Reservoir in Tazhong of Tarim Oilfield[J];Journal of Oil and Gas Technology;2008-02
5 LIU Ying-ying, DING Wei-min, ZHANG Tian-feng (Nanjing Agricultural University .Nanjing 210042, China);Research on Heat Preservation of Solar Greenhouse in Xuzhou[J];Journal of Agricultural Mechanization Research;2003-02
6 Liu Xiangping (Jianghan Petroleum Institute, Hubei, 434102);AN APPLICATION OF NEURAL NETWORK IN DEVELOPING A MODEL FOR PREDICTING FLOWING BOTTOMHOLE PRESSURE OF FLOWING WELLS[J];PETROLEUM EXPLORATION AND DEVELOPMENT;1997-05
7 YI Huai-feng~1,CHEN Xin~2,KUANG Li-chun~2,LEI De-wen~2 (1.Institute of Geology and Geophysics in Chinese Academy of Sciences,Beijing 100029,China;2.Research Institute of Exploration and Development,Xinjiang Oilfield Company, Karamay 834000,China);Determining oil boundary of lithologic reservoir by neural network method in Mabei Oilfield[J];Journal of the University of Petroleum,China;2005-04
8 Liu Ruilin;Hua Yunlong (Jianghan Petroleum Institute) (Henan Oilfield) Zhang Chaomo;Liu Ziyun (Jianghan Petroleum Institute);A METHOD OF TIME-DELAY NEURAL NETWORKS FOR WELL LOG INTERPRETATION OF WATER DRIVE[J];ACTA PETROLEI SINICA;1997-04
9 An example of Fanjia Oil district in Shengli OilfieldsPeng Dunlu\ Xu Shijin Wang Rucheng\ Guo Yanjun (Department of Earth Sciences,Nanjing University,Nanjing);APPLICATION OF NEURAL NETWORK EXPERT SYSTEM TO PREDICTING THE PRODUCIBLE OIL RESERVES[J];OIL & GAS GEOLOGY;1999-02
10 JIANG Zhen,xue,LIU Xiao,dong,XU Jing,zhen.;Development and Application of Integrated Pay Zone Interpretation System.[J];Xinjiang Petroleum Geology;2003-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved