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《Progress in Geophysics》 2015-06
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Application of multi-algorithmic fusion methods to fluid identity in tight sand reservoir

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;  
The elasticity parameters of the rock will get changed when gas exists in the reservoir,as a result,the fluid property can be identified with rock elastic characters.An elastic indicating method which can identify the gas/water formation was established based on analyzing the array acoustic logging data in tight sand reservoir in Sulige Gasfield.The correlations between each rock elastic parameter were determined with an intersection analysis method,then the sand and shale was distinguished by the Poisson's ratio,and the gascontaining situation of the reservoir can be indicated by elastic parameters of bulk modulus and Lame coefficient etc..In the paper,fluid sensibility evaluation parameters were introduced,the gas-sensitive elastic parameter were selected preferentially,with which the fluid were identified by the method of Support Vector Machine,the actual data from tight sand reservoir in Sulige Gasfield was processed with this method,and the prediction matching rate reached 93% compared with the gas testing results.
【Fund】: 鄂尔多斯盆地大型低渗透岩性地层油气藏开发示范工程(2011ZX05044)资助
【CateGory Index】: P618.13
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【Citations】
Chinese Journal Full-text Database 1 Hits
1 LIU Li-Feng;SUN Zan-Dong;HAN Jian-Fa;ZHAO Hai-Tao;NENG Yuan;Laboratory for Integration of Geology & Geophysics,China University of Petroleum;State Key Laboratory of Petroleum Resource and Prospecting,China University of Petroleum;PetroChina Tarim Oilfield Company;;A carbonate fluid identification method based on quantum particle swarm fuzzy neural network[J];Chinese Journal of Geophysics;2014-03
【Co-citations】
Chinese Journal Full-text Database 4 Hits
1 LI Ting-ting;WANG Zhao;MA Shi-zhong;WANG Zhao;YUAN Zi-long;Northeast Petroleum University & School of resources and earth science;;Summary of seismic attributes fusion method[J];Progress in Geophysics;2015-01
2 SHAN Jing-fu;CHEN Xin-xin;ZHAO Zhong-jun;GE Xue;ZHANG Yun;Key Laboratory of Exploration Technologies for Oil and Gas Resources,MOE,YangtzeUniversity;Research Center of Sulige Gas Field,Changqing Oilfield Company,PetroChina;National Engineering Laboratory for Exploration and Development of Low-Permeability Oil & Gas Fields;;Identification of complex lithology for tight sandstone gas reservoirs sase on BP neural net[J];Progress in Geophysics;2015-03
3 DOU Yan;GUI Zhi-xian;GAO Gang;WEN Zhong-ping;HE Yang-hong;Institute of Geophysics and oil resource,Yangtze University;Key laboratory of oil and gas resources and exploration,Yangtze University;Chuanqing drilling engineering and geophysical exploration company;;Analysis of factors influencing fluid substitution based on Gassmann equation[J];Progress in Geophysics;2015-05
4 ZHAO Jun;LU Yifan;LI Zongjie;LIU Jianhua;School of Geoscience and Technology,Southwest Petroleum University;Sinopec Northwest Oilfield Branch;;Application of density clustering based K-nearest neighbor method for fluid identification[J];Journal of China University of Petroleum(Edition of Natural Science);2015-05
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