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《Geological Science and Technology Information》 2017-01
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Classification of Reservoir Permeability Prediction Technology Based on Fisher Discrimination

Zhang Hairong;Yang Dong;Wu Yixiong;Zhanjiang Branch of CNOOC Ltd.;  
The deep reservoir of Yinggehai Basin is characterized by its complex lithology and high heterogeneity.This results in a poor porosity-permeability relationship,leading to the failure in using logging data for reservoir permeability evaluation technology with precision.To effectively solve the problem of fine evaluation of reservoir permeability in the study area,this study uses core analysis data of cored interval,well logging data,and selects the flow unit index FZI value for reservoir classification.Hence,models of fine permeability evaluation can be built for various types of reservoir.The reservoir logging attribute variables are optimized to reflect the change characteristics,and a new method is established for the discrimination standard to classify reservoirs by using Fisher discriminant technology for training of each type of reservoir.Based on the reservoir classification,the method is applied in DF13 gas field of Yinggehai Basin.The practical application shows that the accuracy of reservoir permeability prediction has been significantly improved compared with those made with the conventional statistical methods.It then proves suitable for the evaluating the mid-deep to deep formations with wireline log data,and the method should be an effective way to evaluate reservoir permeability in the study area.
【Fund】: 国家“十三五”重大专项子课题“莺琼盆地高温高压天然气富集规律与勘探开发关键技术”(2016ZX05024-005)
【CateGory Index】: P618.13;P631.81
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【Citations】
Chinese Journal Full-text Database 10 Hits
1 Zheng Xiangwei;Wu Jian;He Shenglin;Hu Xiangyang;Liang Yunan;Zhanjiang Branch of CNOOC Ltd;;Fine Evaluation of Permeability of Conglomerate Reservoir Based on Flow Unit[J];吉林大学学报(地球科学版);2016-01
2 YUAN Wei;ZHANG Zhansong;ZHANG Zeyu;LYU Hongzhi;LI Xingli;CUI Yunjiang;Zhanjiang Branch,CNOOC;Key Laboratory of Exploitation Technologies for Oil and Gas(Yangtze University),Ministry of Education;China University of Geosciences;Tianjin Branch,CNOOC;;Permeability Prediction Using Support Vector Machine Based on Reservoir Classification[J];测井技术;2015-04
3 XIE Yuhong1 ZHANG Yingzhao1,2 LI Xushen1 ZHU Jiancheng1 TONG Chuanxin1,2 ZHONG Zehong1 ZHOU Jiaxiong1,2 HE Shenglin1(1.Zhanjiang Branch of CNOOC Ltd.,Zhanjiang 524057,China; 2.College of Resources,China University of Geosciences,Wuhan 430074,China);Main controlling factors and formation models of natural gas reservoirs with high-temperature and overpressure in Yinggehai Basin[J];石油学报;2012-04
4 Wang Zhenfeng Pei Jianxiang (Zhanjiang Branch of CNOOC Limited,Guangdong,524057);A new accumulation model of high pressure gas in Huangliu Formation of the middle-deep interval in Yinggehai basin:the significance of discovering a good-quality gas pay with overpressure and high production in Well DF14[J];中国海上油气;2011-04
5 PEI Jianxiang YU Junfeng WANG Lifeng HAO Defeng LIU Feng (CNOOC China Ltd.Zhanjiang,Zhanjiang 524057,China);Key challenges and strategies for the success of natural gas exploration in mid-deep strata of the Yinggehai Basin[J];石油学报;2011-04
6 Xie Yuhong1 Fan Caiwei1,2(1.Zhanjiang Branch of CNOOC Ltd.,Guangdong,524057;2.China University of Geosciences,Wuhan,430074);Some new knowledge about the origin of Huangliu Formation reservoirs in Dongfang area,Yinggehai basin[J];中国海上油气;2010-06
7 WANG Huai-zhong,ZHANG Gui-ming,LI Lian-min,CHEN Xiao-xin,HENG Hai-liang (Exploration and Development Research Institute of Dagang Oilfield,PetroChinaTianjin 300280,China);Division of Reservoir Flow Units in Xiao 8-4-3 Wells of Xiaoji Oilfield[J];天然气地球科学;2010-04
8 FAN Yi-ren1,GE Xin-min1,WANG Hai-long2,DENG Shao-gui1(1.College of Geo-Resources and Information,China University of Petroleum,Qingdao Shandong 266555,China;2.No.2 Logging Company,Daqing Drilling and Exploration Engineering Company,CNPC,Songyuan Jilin 138000,China);STUDY ON THE METHOD PREDICTING PERMEABILITY IN THE HETEROGENEOUS GLUTENITE RESERVOIR[J];西南石油大学学报(自然科学版);2010-03
9 WANG Zhi-zhang1,HE Gang2(1.China University of Petroleum,Beijing 102249,China;2.Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China);Division of Reservoir Flow Unit and Its Application[J];天然气地球科学;2010-03
10 JIN Bo1,2,LIU Zhen1,LI Xu-shen3,WU Chuan4(1.China National Logging Corp.,Beijing 100101,China;2.Ministry of Education Key laboratory forHydrocarbon Accumulation Mechanism,China University of Petroleum,Beijing 102249,China;3.Zhanjiang Branch of CNOOC Ltd.,Zhanjiang 524057,China;4.Schlumberger Co.(China),Beijing 100004,China);Relationship between Accumulation of Natural Gas and Geotemperature-Geopressure System in Yinggehai Basin[J];天然气地球科学;2008-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Zhou Wei;Yang Kaile;Wu Hao;Yang Li;Yu Jia;Sun Ting;Zhanjiang Branch,CNOOC (China)Co.,Ltd.;;Characteristics and Affecting Factors on Physical Properties of High Temperature and High Pressure Reservoir in the Mid-deep Formation of the Dongfang Area,Yinggehai Basin[J];地质科技情报;2017-04
2 Zhang Hengrong;He Shenglin;Wu Jinbo;Wu Yixiong;Liang Yunan;Zhanjiang Branch of CNOOC Ltd.;;A New Method for Predicting Permeability Based on Modified Kozeny-Carmen Equation[J];吉林大学学报(地球科学版);2017-03
3 GONG Wei;LI Chaoyang;JIANG Xiaodian;College of Marine Geosciences,Ocean University of China;Key Laboratory of Submarine Geosciences and Prospecting Techniques,Ministry of Education;;Connection between uplifting of the Tibetan Plateau and opening of the South China Sea (SCS):the basin-mountain coupling in the northwestern margin of the SCS[J];地学前缘;2017-04
4 He Sheng-lin;Zhang Hai-rong;Yang Dong;Wu Yi-xiong;Wu Jin-Bo;Zhanjiang Branch of CNOOC Limited;;Experiment and application of rock electrical experiment with different gas components under high temperature and high pressure condition[J];天然气地球科学;2017-04
5 REN Qingqing;HU Wenxuan;Wang Xiaolin;YU Hao;YAO Suping;WANG Xiaoyu;ZHANG Yuexia;XIA Zailian;State Key Laboratory for Mineral Deposits Research,School of Earth Sciences and Engineering,Nanjing University;SINOPEC East China Company;;Experimental Study of the Fluid-rock Interactions between CO_2-rich Fluid and Sandstone and Its Application:A Case Study of the Upper Permian Longtan Formation in the Huangqiao Oil and Gas Reserviors[J];高校地质学报;2017-01
6 YU Meng;CHENG Ri-hui;WANG Mao-ting;JIANG Fei;WANG An-hui;College of Earth Science,Jilin University;Changchun Oil Plant of Jilin Oilfield Company;;Flow units and remaining oil analysis by “Facies Control”:a case study of C block in Changchun Oilfield[J];世界地质;2017-01
7 WU Jinbo;Zhanjiang Branch of CNOOC Ltd.;;Application of Reservoir Classification and Permeability Elaborate Evaluation with MRGC Method[J];海洋石油;2017-01
8 Zhang Hairong;He Shenglin;Wu Jinbo;Yang Dong;Zhanjiang Branch of CNOOC Ltd.;;Application of Fuzzy Discrimination Method Based on Logistic Statistics in Reservoir Fluid Identification[J];地质科技情报;2017-02
9 Zhang Lihua;Zuo Yiqiao;Ju Dongyang;Li Yang;Li Jiaxi;;Calculation of permeabil ermeability of rock with complex pore structure by using NMR Tity 2 spectrum data[J];国外测井技术;2017-01
10 Zhao Jun;Fan Jia-bao;Dai Xin-yun;He Sheng-lin;Zhang Hai-rong;School of Geosciences and Technology,Southwest Petroleum University;Research Institute of Zhanjiang Company,CNOOC;;A classification method for permeability model in complex anisotropy reservoirs[J];天然气地球科学;2017-02
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Ma Benben;Cao Yingchang;Wang Yanzhong;Liu Huimin;Gao Yongjin;School of Geosciences,China University of Petroleum;Geological Scientfic Research Institute of Shengli Oil Field Company,SINOPEC;;Relationship Between Lithofacies and Physical Properties of Sandy Conglomerate Reservoirs of Es~(4s) in Yanjia Area,Dongying Depression[J];吉林大学学报(地球科学版);2015-02
2 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);Research on Reservoir Flow Unit Based on BP Neural Network Technology[J];测井技术;2012-04
3 ZHANG Lihua1,PAN Baozhi 1,ZHUANG Hua1,GUO Lixin2,LI Qingfeng2,ZHAO Xiaoqing2(1.College of Geo-exploration Science and Technology,Jilin University,Changchun,Jilin 130026,China; 2.Well Logging Company of Daqing Petroleum Administrative Bureau,Daqing,Heilongjiang 163412,China);Productivity Log Forecasting Method for Post-frac Reservoir with Low Porosity and Low Permeability[J];测井技术;2012-01
4 FAN Hong-che1,HUANG Zhi-long1,YUAN Jian2,GAO Gang1,TONG Chuan-xin31.College of Earth Sciences,China University of Petroleum,Beijing 102249,China2.Chuanxi Production Factory,Southwest Oil and Gas Field Branch,SINOPEC,Deyang 618000,Sichuan,China3.Zhanjiang Branch,CNOOC(China) Co.Limited,Zhanjiang 523057,Guangdong,China;Solubility Experiment of Methane-Rich Gas and Features of Segregation and Accumulation[J];吉林大学学报(地球科学版);2011-04
5 PEI Jianxiang YU Junfeng WANG Lifeng HAO Defeng LIU Feng (CNOOC China Ltd.Zhanjiang,Zhanjiang 524057,China);Key challenges and strategies for the success of natural gas exploration in mid-deep strata of the Yinggehai Basin[J];石油学报;2011-04
6 Xie Yuhong1 Fan Caiwei1,2(1.Zhanjiang Branch of CNOOC Ltd.,Guangdong,524057;2.China University of Geosciences,Wuhan,430074);Some new knowledge about the origin of Huangliu Formation reservoirs in Dongfang area,Yinggehai basin[J];中国海上油气;2010-06
7 Duan Haigang,Pan Xiaohua,Luo Man,Zhang Chunlei(PetroChina Research Institute of Petroleum Exploration & Development,Beijing 100083,China);Abnormally high pressure and hydrocarbon accumulation in the lower Kura Sag,South Caspian Basin[J];石油勘探与开发;2009-04
8 DAI Jin-xing1,2,HU Guo-yi1,NI Yun-yan1,LI Jian2,LUO Xia2,YANG Chun3,HU An-ping3,ZHOU Qing-hua1(1.Research Institute of Petroleum Exploration & Development,PetroChina,Beijing 100083,China;2.Zhejiang University,Hangzhou 310027,China;3.Langfang Branch of Research Institute ofPetroleum Exploration & Development,PetroChina,Langfang 065007,China);Distribution Characteristics of Natural Gas in Eastern China[J];天然气地球科学;2009-04
9 CHEN Rong1,2,WANG Feng1(1.Sediment Geology Institute,Chengdu University of Technology,Chengdu,Sichuan 610059,China;2.Museum of Chengdu University of Technology,Chengdu,Sichuan 610059,China);Application of MATLAB-based of BP Neural Network in Reservoir Parameters Prediction[J];测井技术;2009-01
10 ZOU Jun1,FU Xin1,HUANG Shuo1,ZHANG Zhe-qian1,YANG Hua-yong1,REN Yu-jun2(1.State Key Laboratory of Fluid Power Transmission and Control,Zhejiang University,Hangzhou 310027,China;2.ShangHai Bao Steel Group,Shanghai 201900,China);Application of principal component analysis to monitoring of oil leakage in a hydraulic clay gun system[J];浙江大学学报(工学版);2009-02
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