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《Application Research of Computers》 2007-10
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Characterization of petroleum reservoir based on self-organizing maps

CHENG Guo-jian,LIU Shu-ying(School of Computer Science,Xi'an Shiyou University,Xi'an 710065, China)  
SOM neural networks can implement feature preserving,dimension reduction and data visualization.This paper proposed the SOM neural network for the petroleum parameter characterization.Simulation on the well-log data of Zhenyuan-Jingchuan area,in Gansu,shows that this algorithm is practicable and effective for actual reservoir modeling.
【Fund】: 国家自然科学基金资助项目(40572082)
【CateGory Index】: P618.13
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【Citations】
Chinese Journal Full-text Database 2 Hits
1 HAN Jiaxin1,2,WANG Jiahua2,HE Huacan1 (1.Dept. of Computer Science & Engineering,Northwestern Polytechnical University,Xi'an 710072; 2.Dept. of Computer Science and Technology,Xi'an Petroleum College,Xi'an 710065);Visualization Algorithm of Oil Reservoir Research Based on Surface Model[J];Computer Engineering;2003-16
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【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Wang Nana1 Zhang GuoYing2 Wang MingJun3(1.Beijing University of Chemical Technology,Beijing 100029;2.Beijing Institute of Petro-chemical Technology,Beijing 102617;3.Institute of Mineral Resources Chinese Academy of Geological Sciences,Beijing 100037);The Application of Improved BP ANN in Oil Well-log Interpretation[J];Journal of Beijing Institute of Petro-Chemical Technology;2008-01
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4 MU Jian-dong1,DONG Ping-chuan2,ZHAO Chang-sheng2(1.Hailaer Directorate of Petroleum Exploration and Development of Daqing Oilfield Company Ltd.,Daqing 163712,China;2.China MOE Key Laboratory of Education Ministry of Petroleum Engineering Department in ChinaUniversity of Petroleum,Beijing 102249,China);Study on stochastic reservoir modeling under multi-data restriction[J];Petroleum Geology & Oilfield Development in Daqing;2008-04
5 SONG Wei-qi LIU Shi-you (Institute of Earth Resources and Information, University of Petroleum,Dongying, Shandong, Dongying 257061, China);SIMULATION OF HIGH-RESOLUTION IMPEDANCE USING SEISMIC DATA, LOG DATA AND RELATIVE STABILITY OF RESERVOIR SPACE[J];Seismology and Geology;2005-02
6 ZHAO Xia1,WANG Jia1,2,KONG Tao1,ZHANG Wei1,WANG Yan-hua1,PAN Guo-yun1 1.College of Chemistry and Chemical Engineering,Ocean University of China,Qingdao 266100;2.State Key Laboratory for Corrosion and Protection,Shenyang 110016;INVESTIGATION OF DETERIORATION PROCESS OF ORGANIC COATING USING 1-DIMENTION SOM NETWORK COMBINED WITH EIS[J];Corrosion Science and Protection Technology;2008-04
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8 Zheng Qiyi,Zhou Yi,Southwest Petroleum University;RESEARCH OF IDENTIFYING IGNEOUS LITHOLOGY WITH WELL LOGGING DATA[J];World Well Logging Technology;2009-02
9 ZHENG Kai-dong(School of Computer Science,Xi′an Shiyou University,Xi′an 710065,China);3D visualization model of petroleum reservoir based on OpenGL[J];Electronic Design Engineering;2009-05
10 LI Xin-ming(No.3 Oil Extraction Plant,Changqing Oilfield Branch,PetroChina,Yinchuan 750001,China);ANALYSIS ON THE FRACTURING RESULT OF RESERVOIR BY ARTIFICIAL NEURAL NETWORK:A case study of the C2 reservior in SA wellblock,Jingan oilfeld[J];Geology and Resources;2009-03
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