|本期目录/Table of Contents|

[1]吴胜和,杨延强.地下储层表征的不确定性及科学思维方法[J].地球科学与环境学报,2012,34(02):72-80.
　WU Sheng-he,YANG Yan-qiang.Uncertainty and Scientific Methodology in Subsurface Reservoir Characterization[J].Journal of Earth Sciences and Environment,2012,34(02):72-80.
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地下储层表征的不确定性及科学思维方法(PDF)
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《地球科学与环境学报》[ISSN:1672-6561/CN:61-1423/P]

卷:
第34卷
期数:
2012年第02期
页码:
72-80
栏目:
基础地质与矿产地质
出版日期:
2012-06-20

文章信息/Info

Title:
Uncertainty and Scientific Methodology in Subsurface Reservoir Characterization
作者:
吴胜和; 杨延强
中国石油大学北京地球科学学院,北京 102249
Author(s):
WU Sheng-he;  YANG Yan-qiang
School of Geosciences, China University of Petroleum, Beijing 102249, China
关键词:
地下地质;  储层表征;  开发地质学;  不确定性;  随机;  模糊;  科学思维方法;  矛盾统一体
Keywords:
subsurface geology;  reservoir characterization;  development geology;  uncertainty;  random;  fuzzy;  scientific methodology;  contradictory entity
分类号:
P618.130.2; N941.5
DOI:
-
文献标志码:
A
摘要:
由于地质的复杂性和资料的不完备性,地下储层表现为“灰箱”系统,表征结果存在着不确定性。基于系统论和科学哲学的方法,探讨了地下储层表征中不确定性的成因类型、内涵及解决方案,并论述了地下储层表征过程中所应重视的科学思维方法。地下储层表征中存在两类基本的不确定性类型:①随机不确定性,主要由局部预测整体(如应用多井资料进行井间储层预测)以及第二性资料的非完全映射(如应用地震资料预测储层)所致; ②模糊不确定性,主要由储层概念模式认知不足所致。为了使表征结果逼近地质实际,除了正确应用和创新相关理论和方法外,需要具备科学的表征理念和思维,包括总体把握、分级约束,多科一体、地质为核,发散求索、聚焦论证,辩证思维、综合分析; 同时,应正确理解和处理宏观与微观、绝对与相对、静态与动态、映射与多解、局部与整体、模糊与置信、确定与随机、个别与一般、复杂与简约、手工与自动等矛盾统一体的关系。
Abstract:
Due to the complexity of geology and the incompleteness of the data, subsurface reservoirs are shown as grey box systems. Thus, great uncertainty exists in the reservoir characterization. The genetic types, the essence of the uncertainty and the possible solutions for uncertainty reduction were discussed based on the system theory and philosophy of science. The scientific methodology that should be implemented in the reservoir characterization procedure was also addressed. Uncertainties were grouped into two types according to their fundamental difference. One was random uncertainty that was caused by predicting the entirety from the fraction, such as predicting the inter-well reservoir from well data. Another reason of random uncertainty was non-complete mapping from secondary data such as predicting the reservoir from seismic data. The second type of uncertainty was named as fuzzy uncertainty that was caused by insufficient cognition of the reservoir conceptual model. In order to make the reservoir model more close to the geological reality, the correctly implementation of the new related theories and methods should be guided by a more scientific characterization philosophy. Some of the philosophical characterization principles were proposed. The characterization procedure should be perceived in an overall view, and the geological analysis should be hierarchically constrained. The characterization would integrate multiple disciplines while it was geologically focused. The geologists should follow a divergent seeking and reasoning as well as a point-focused demonstration. The investigation will comply with dialectical thinking and comprehensive analysis. Meanwhile, some relationships in contradictory entities, such as macroform and microform, certainty and ambiguity, static and dynamic, mapping and divergence, fraction and entirety, fuzzy and concrete, certainty and randomness, specialty and generalization, complexity and simplicity, hand-operation and automation, should be correctly understood and handled competently and successfully.

参考文献/References:

[1] 裘怿楠.石油开发地质方法论(一)[J].石油勘探与开发,1996,23(2):43-47. QIU Yi-nan.The Methodology of Petroleum Development Geology(Ⅰ)[J].Petroleum Exploration and Development,1996,23(2):43-47.
[2] 闵 豫,石宝珩. 油田开发地质学与油藏研究[J].石油学报,1982,3(2):37-50. MIN Yu,SHI Bao-heng.Oil Field Development Geology and Reservoir Study[J].Acta Petrolei Sinica,1982,3(2):37-50.
[3] 裘怿楠.油藏描述[M].北京:石油工业出版社,1996. QIU Yi-nan.Oil Reservoir Description[M].Beijing:Petroleum Industry Press,1996.
[4] 李 阳,刘建民.油藏开发地质学[M].北京:石油工业出版社,2007. LI Yang,LIU Jian-min.Reservoir Development Geology[M].Beijing:Petroleum Industry Press,2007.
[5] 吴胜和.储层表征与建模[M].北京:石油工业出版社,2010. WU Sheng-he.Reservoir Characterization and Modeling[M].Beijing:Petroleum Industry Press,2010.
[6] 欧阳莹之.复杂系统理论基础[M].田宝国,周 亚,樊 瑛,译.上海:上海科技教育出版社,2002. OUYANG Ying-zhi.Foundations of Complex System Theories[M].Translated by TIAN Bao-guo,ZHOU Ya,FAN Ying.Shanghai:Shanghai Science and Technology Education Press,2002.
[7] 於崇文.揭示地质现象的本质与核心——地质作用与时-空结构[J].地学前缘,2000,7(1):2-12. YU Chong-wen.Revealing the Essence and Crux of Geological Phenomena—Geological Processes and Spatio-temporal Structures[J].Earth Science Frontiers,2000,7(1):2-12.
[8] 杨纶标,高英仪.模糊数学:原理及应用[M].3版.广州:华南理工大学出版社,2002. YANG Lun-biao,GAO Ying-yi.Fuzzy Mathematics:Principle and Application[M].3rd ed.Guangzhou:South China University of Technology Press,2002.
[9] 赵鹏大.定量地学:方法及应用[M].北京:高等教育出版社,2004. ZHAO Peng-da.Quantitative Geoscience:Methods and Its Applications[M].Beijing:Higher Education Press,2004.
[10] JOURNEL A G,HUIJBREGTS C J.Mining Geostatistics[M].New York:Academic Press,1978.
[11] DEUTSCH C V,JOURNEL A G.GSLIB:Geostatistical Software Library and User's Guide[M].2nd ed.London:Oxford University Press,1996.
[12] 王仁铎,胡光道.线性地质统计学[M].北京:地质出版社,1989. WANG Ren-duo,HU Guang-dao.Linear Geostatistics[M].Beijing:Geology Publishing House,1989.
[13] 吴胜和,金振奎,黄沧钿,等.储层建模[M].北京:石油工业出版社,1999. WU Sheng-he,JIN Zhen-kui,HUANG Cang-dian,et al.Reservoir Modeling[M].Beijing:Petroleum Industry Press,1999.
[14] LEEDER M R.Fluviatile Fining-upwards Cycles and the Magnitude of Palaeochannels[J].Geological Ma-gazine,1973,110(3):265-276.
[15] LORENZ J C,HEINZE D M,CLARK J A,et al.Determination of Width of Meander-belt Sandstone Reservoirs from Vertical Downhole Data,Mesaverde Group,Piceance Creek Basin,Colorado[J].AAPG Bulletin,1985,69(5):710-721.
[16] FIELDING C R,CRANE R C.An Application of Statistical Modeling to the Prediction of Hydrocarbon Recovery Factors in Fluvial Reservoir Sequences[C]∥ETHRIDGE F G,FLORES R M,HARVEY M D.Recent Development in Fluvial Sedimentology.Tulsa:SEPM Special Publications,1987.
[17] MIALL A D.The Geology of Fluvial Deposits[M].Berlin:Springer-Verlag,1996.
[18] GIBLING M R.Width and Thickness of Fluvial Channel Bodies and Valley Fills in the Geological Record:a Literature Compilation and Classification[J].Journal of Sedimentary Research,2006,76(5):731-770.
[19] 钱 宁,张 仁,周志德.河床演变学[M].北京:科学出版社,1987. QIAN Ning,ZHANG Ren,ZHOU Zhi-de.Fluvial Process[M].Beijing:Science Press,1987.
[20] 李思田,焦养泉,付清平.鄂尔多斯盆地延安组三角洲砂体内部构成及非均质性研究[C]∥裘亦楠.中国油气储层研究论文集.北京:石油工业出版社,1993:30-35. LI Si-tian,JIAO Yang-quan,FU Qing-ping.Study on Delta Sand Body's Internal Architecture and Heterogeneity of Yan'an Formation in Ordos Basin[C]∥QIU Yi-nan.Symposium for Studies on Chinese Petroleum Reservoir.Beijing:Petroleum Industry Press,1993:30-35.
[21] 刘站立,焦养泉.曲流河成因相构成及其空间配置关系——鄂尔多斯盆地中生代露头沉积学地质考察[J].大庆石油地质与开发,1996,15(3):6-9. LIU Zhan-li,JIAO Yang-quan.Composition of Facies of Meandering River Origin and Relationship of Its Spatial Configuration—an On-the-spot Geologic Investigation on Sedimentology of Mesozoic Outcrop in Ordos Basin[J].Petroleum Geology and Oilfield Development in Daqing,1996,15(3):6-9.
[22] 裘怿楠,薛叔浩,应凤祥.中国陆相油气储集层[M].北京:石油工业出版社,1997. QIU Yi-nan,XUE Shu-hao,YING Feng-xiang.Petroleum Reservoirs in Continental Basins,China[M].Beijing:Petroleum Industry Press,1997.
[23] 马世忠,杨清彦.曲流点坝沉积模式、三维构形及其非均质模型[J].沉积学报,2000,18(2):241-247. MA Shi-zhong,YANG Qing-yan.The Depositional Model,3D Architecture and Heterogeneous Model of Point Bar in Meandering Channels[J].Acta Sedimentologica Sinica,2000,18(2):241-247.
[24] 穆龙新,贾爱林,陈 亮,等.储层精细研究方法:国内外露头储层和现代沉积及精细地质建模研究[M].北京:石油工业出版社,2000. MU Long-xin,JIA Ai-lin,CHEN Liang,et al.Methods of Detailed Study on Reservoirs:Study on Reservoir Outcrop,Modern Sedimentation and Fine Geological Modeling over the World[M].Beijing:Petroleum Industry Press,2000.
[25] 张昌民,徐 龙,林克湘,等.青海油砂山油田第68层分流河道砂体解剖学[J].沉积学报,1996,14(4):70-76. ZHANG Chang-min,XU Long,LIN Ke-xiang,et al.Anatomy of Distributary Channel Sand,the No.68 Sandbody of Youshashan,Western Qinghai[J].Acta Sedimentologica Sinica,1996,14(4):70-76.
[26] 付国民,李永军,石京平.樊家川油田河流相储层砂体非均质模型及剩余油分布[J].长安大学学报:地球科学版,2003,25(1):15-19. FU Guo-min,LI Yong-jun,SHI Jing-ping.The Model of the Anisotropy of the Fluvial Facies Reservoir Sand Body and the Distribution of the Residual Oil[J].Journal of Chang'an University:Earth Science Edition,2003,25(1):15-19.
[27] 于兴河,马兴祥,穆龙新,等.辫状河储层地质模式及层次界面分析[M].北京:石油工业出版社,2004. YU Xing-he,MA Xing-xiang,MU Long-xin,et al.Braided River Reservoirs Geological Model and Hierarchy Interfaces Analysis[M].Beijing:Petroleum Industry Press,2004.
[28] 单敬福,纪友亮,史 榕,等.曲流河道单砂体驱油效率主控因素[J].地球科学与环境学报,2007,29(2):170-173. SHAN Jing-fu,JI You-liang,SHI Rong,et al.Main Controlling Factors for Oil Displacement Efficiency by Single Sand Body in Meandering River Channel[J].Journal of Earth Sciences and Environment,2007,29(2):170-173.
[29] 付国民,周丽梅,刘 蕊,等.塔河三叠系下油组河流相储层夹层成因类型及其分布规律[J].地球科学与环境学报,2009,31(3):260-264. FU Guo-min,ZHOU Li-mei,LIU Rui,et al.Fluvial Facies Reservoir Interbed Genesis Category and Distribution Characteristic in Low Oil Group Triassic Tahe Oilfield[J].Journal of Earth Sciences and Environment,2009,31(3):260-264.
[30] 吴胜和,岳大力,刘建民,等.地下古河道储层构型的层次建模研究[J].中国科学:D辑,2008,38(增1):111-121. WU Sheng-he,YUE Da-li,LIU Jian-min,et al.Study on Subsurface Ancient Channels Reservoir Architecture's Hierarchical Modeling [J].Science in China:Series D,2008,38(S1):111-121.
[31] 周银邦,吴胜和,岳大力,等.点坝内部侧积层倾角控制因素分析及识别方法[J].中国石油大学学报:自然科学版,2009,33(2):7-11. ZHOU Yin-bang,WU Sheng-he,YUE Da-li,et al.Controlling Factor Analysis and Identification Method of Lateral Accretion Shale Beddings Angle in Point Bar[J].Journal of China University of Petroleum:Edition of Natural Science,2009,33(2):7-11.
[32] 李庆忠.走向精确勘探的道路[M].北京:石油工业出版,1994. LI Qing-zhong.The Way to Obtain a Better Resolution in Seismic Prospecting[M].Beijing:Petroleum Industry Press,1994.
[33] HOLDEN L,HAUGE R,SKARE Φ,et al.Modeling of Fluvial Reservoirs with Object Models[J].Mathematical Geology,1998,30(5):473-496.
[34] STREBELLE S.Conditional Simulation of Complex Geological Structures Using Multiple-point Statistics[J].Mathematical Geology,2002,34(1):1-21.
[35] 吴胜和,张一伟,李恕军,等.提高储层随机建模精度的地质约束原则[J].石油大学学报:自然科学版,2001,25(1):55-58. WU Sheng-he,ZHANG Yi-wei,LI Shu-jun,et al.Geo-logical Constraint Principles in Reservoir Stochastic Modeling[J].Journal of the University of Petroleum,China:Edition of Natural Science,2001,25(1):55-58.
[36] 刘大椿.科学技术哲学导论[M].北京:中国人民大学出版社,2000. LIU Da-chun.Introduction to Philosophy of Science and Technology[M].Beijing:China Renmin University Press,2000.
[37] GAUCH H G.科学方法实践[M].王义豹,译.北京:清华大学出版社,2005. GAUCH H G.Scientific Method in Practice[M].Translated by WANG Yi-bao.Beijing:Tsinghua University Press,2005.
[38] 马 佩.辩证逻辑[M].开封:河南大学出版社,2006. MA Pei.Dialectical Logic[M].Kaifeng:Henan University Press,2006.
[39] 杨德才.自然辨证法[M].武汉:武汉大学出版社,2006. YANG De-cai.Dialectics of Nature[M].Wuhan:Wuhan University Press,2006.
[40] HALDORSEN H H,DAMSLETH E.Stochastic Model-ing[J].Journal of Petroleum Technology,1990,42(4):404-412.
[41] SRIVASTAVA R M.An Overview of Stochastic Methods for Reservoir Characterization[C]∥YARUS J M,CHAMBERS R L.Stochastic Modeling and Geostatistics:Principles,Methods,and Case Studies,Volume(Ⅰ).Tulsa:American Association of Petroleum Geologists,1994:107-125.
[42] 王家华,张团峰.油气储层随机建模[M].北京:石油工业出版社,2001. WANG Jia-hua,ZHANG Tuan-feng.Stochastic Mo-deling of Reservoir[M].Beijing:Petroleum Industry Press,2001.

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备注/Memo

备注/Memo:
收稿日期:2012-01-04
基金项目:国家科技重大专项研究项目(2011ZX05030-005); 国家高技术研究发展计划项目(2008AA06Z206)
作者简介:吴胜和(1963-),男,江西抚州人,教授,博士研究生导师,工学博士,E-mail:reser@cup.edu.cn。

更新日期/Last Update: 2012-06-20