JIANG Rui-zhong,LIU Ming-ming,XU Jian-chun,SUN Zhao-bo,XING Yong-chao . #br# Application of Genetic Algorithm for Well Placement Optimization in Sulige Gasfield[J]. Natural Gas Geoscience, 2014 , 25(10) : 1603 -1609 . DOI: 10.11764/j.issn.1672-1926.2014.10.1603

［1］Wang Shaofei,An Wenhong,Chen Peng ,et al.Characteristic and development techniques of Sulige tight gas pool[J].Natural Gas Geoscience,2013,24(1):138-145.[王少飞,安文宏,陈鹏,等.苏里格气田致密气藏特征与开发技术[J].天然气地球科学,2013,24(1):138-145.]
[2]He Guanghuai,Li Jinbu,Wang Jiping ,et al.New progress and outlook of development technologies in the Sulige Gasfield[J].Natural Gas Industry,2011,31(2):12-16.[何光怀,李进步,王继平,等.苏里格气田开发技术新进展及展望[J].天然气工业,2011,31(2):12-16.]
[3]He Dongbo,Wang Lijuan,Ji Guang ,et al.Well spacing optimization for Sulige tight sand gas field,NW China[J].Petroleum Exploration and Development,2012,39(4):458-464.[何东博,王丽娟,冀光,等.苏里格致密砂岩气田开发井距优化[J].石油勘探与开发,2012,39(4):458-464.]
[4]He Dongbo,Jia Ailin,Ji Guang ,et al.Well type and pattern optimization technology for large scale tight sand gas,Sulige Gasfield[J].Petroleum Exploration and Development,2013,40(1):79-89.[何东博,贾爱林,冀光,等.苏里格大型致密砂岩气田开发井型井网技术[J].石油勘探与开发,2013,40(1):79-89.]
[5]Zhu Jinli,Ai Fang,Wang Jiping ,et al.Technique of well pattern optimization in block Su10 of Sulige Gasfield[J].Natural Gas Industry,2007,27(12):111-113.[祝金利,艾芳,王继平,等.苏里格气田苏10区块优化布井技术[J].天然气工业,2007,27(12):111-113.]
[6]Wang Guoyong,Liu Tianyu,Shi Juntai.Pattern well spacing optimization and analysis of factors affecting development effect in Sulige Gasfield[J].Special Oil & Gas Reservoirs,2008,15(5):76-79.[王国勇,刘天宇,石军太.苏里格气田井网井距优化及开发效果影响因素分析[J].特种油气藏,2008,15(5):76-79.]
[7]Jia Chengye,Ji Pengcheng,Jia Ailin ,et al.Numerical simulation prediction of the developmental indices of low permeable sandstone gas reservoir[J].Journal of Southwest Petroleum University:Science & Technology Edition,2010,32(5):100-104.[贾成业,姬鹏程,贾爱林,等.低渗透砂岩气藏开发指标数值模拟预测[J].西南石油大学学报:自然科学版,2010,32(5):100-104.]
[8]Bittencourt A C,Horne R N.Reservoir development and design optimization[C]//SPE AnnualTechnical Conference and Exhibition.Society of Petroleum Engineers,1997:545-558.
[9]Güyagüler B,Horne R.Uncertainty assessment of well placement optimization[C]//SPE Annual Technical Conference and Exhibition.New Orleans,Louisiana.SPE 71625,2001.
[10]Ozdogan U,Horne R N.Optimization of well placement with a history matching approach[C]//SPE Annual Technical Conference and Exhibition.SPE 90091,2004.
[11]Bukhamsin A Y,Farshi M M,Aziz K.Optimization of multilateral well design and location in a real field using a continuous genetic algorithm[C]//SPE/DGS Saudi Arabia Section Technical Symposium and Exhibition.SPE 136944,2010.
[12]Morales A N,Nasrabadi H,Zhu D.A new modified genetic algorithm for well placement optimization under geological uncertainties[C]//SPE EUROPEC/EAGE Annual Conference and Exhibition.SPE 143617,2011.
[13]Lyons J,Nasrabadi H.Well placement optimization under time-dependent uncertainty using an ensemble Kalman filter and a genetic algorithm[J].Journal of Petroleum Science and Engineering,2013,109:70-79.
[14]Holland J H.Adaptation in Natural and Artificial Systems:An Introductory Analysis with Applications to Biology,Control,and Artificial Intelligence[M].Second Edition.Cambridge,MA:The MIT Press,1992:1-20.
[15]Jin Fen.Application Research of Genetic Algorithm in Function Optimization[D].Suzhou :Soochow University,2008:12-15.[金芬.遗传算法在函数优化中的应用研究[D].苏州:苏州大学,2008:12-15.]
[16]Ma Yongjie,Yun Wenxia.Research progress of genetic algorithm[J].Application Research of Computers,2012,29(4):1201-1206.[马永杰,云文霞.遗传算法研究进展[J].计算机应用研究,2012,29(4):1201-1206.]
[17]Houck C R,Joines J,Kay M G.A genetic algorithm for function optimization:A Matlab implementation[J].NCSU-IE TR,1995,95(9):1-14.
[18]Tian Leng,He Shunli,Gu Daihong.The use of 3-D reservoir geological modeling in Sulige Gasfield[J].Natural Gas Geoscience,2004,15(6):593-596.[田冷,何顺利,顾岱鸿.苏里格气田储层三维地质建模技术研究[J].天然气地球科学,2004,15(6):593-596.]
[19]Yang Renchao,Wang Yanlong,Fan Aiping ,et al.Reservoir geological modeling of Z30 block in Sulige Gasfield,Ordos Basin[J].Natural Gas Geoscience,2012,23(6):1148-1154.[杨仁超,王言龙,樊爱萍,等.鄂尔多斯盆地苏里格气田Z30区块储层地质建模[J].天然气地球科学,2012,23(6):1148-1154.]
[20]He Gang,Yin Zhijun,Tang Leping ,et al.The reservoir geological model study of He8 member,Su6 infilling well experiment area,Ordos Basin[J].Natural Gas Geoscience,2010(2):251-256.[何刚,尹志军,唐乐平,等.鄂尔多斯盆地苏 6 加密试验区块盒 8 段储层地质建模研究[J].天然气地球科学,2010 (2):251-256.]
[21]Zhang Shulin,Huang Yaoqin.Net present value method:A new method to calculate economy limit well density[J].Geological Science and Technology Information,2004,23(1):78-80.[张树林,黄耀琴.净现值法——一种计算经济极限井网密度的新方法[J].地质科技情报,2004,23(1):78-80.]