基于浅层地震的三维训练图像获取及应用

doi:10.11743/ogg20150619

Abstract

Abstract: Multi-point geological statistics is one of the hot spots in current study,and the creation of training image is a key part determining the accuracy and reliability of reservoir simulation.Based on the shallow high frequency seismic data,the morphology and quantitative aspects of shallow channel deposits are studied and used as prototype models for further investigation of morphology and scale statistics of channel sand body-ies in deeper oil reservoiors.Quantitative three-dimensional training image is established on the basis of high-precision seismic inversion data.Training image grids are selected and Petrel is applied to analyze its impact on multi-point geological statistics.Results show that simulation is consistent with the well point data,and the spatial morphology and sizes of different channels are constrained by the quantitative characteristics of training image.Simulation results can best reveal the geometric characteristics and spatial confi-guration of sedimentary facies when the grid size of 3-D training image is consistent with the actual grid of simulation model.It provides a new method to create the training image,and may serve as a reference example for the simulation of other types of deep-water sedimentary facies.

Key words: three-dimensional training image, prototype model, multi-point geological statistics, deep-water channel, reservoir simulation

CLC Number:

P631

Zhang Wenbiao, Duan Taizhong, Zheng Lei, Liu Zhiqiang, Xu Huaming, Zhao Lei. Generation and application of three-dimensional MPS training images based on shallow seismic data[J]. Oil & Gas Geology, 2015, 36(6): 1030-1037.

References

[1] 于兴河.油气储层表征与随机建模的发展历程及展望[J].地学前缘,2008(01):1-15. YuXinghe.A review of development course and prospect of petroleum reservoir characterization and stochastic modeling.EarthScience Frontiers,2008,15(1):001-015
[2] 吴胜和,李文克.多点地质统计学:理论、应用与展望[J].古地理学报,2005,7(1):137-143. Wu Shenghe,Li Wenke.Multiple-point geostatistics:theory,application and perspective[J].Journal of Palaeogeography,2005,7(1):137-143.
[3] 段冬平,侯加根,刘钰铭,等.多点地质统计学方法在三角洲前缘微相模拟中的应用[J].中国石油大学学报(自然科学版),2012,36(2):22-26. Duan Dongping,Hou Jiagen,Liu Yuming,et al.Application of multi-point geostatistics in delta front microfacies simulation[J].Journal of China University of Petroleum (Edition of Natural Science),2012,36(2):22-26.
[4] 尹艳树,吴胜和.储层随机建模研究进展[J].天然气地球科学,2006,17(2):210-216. Yin Yanshu,Wu Shenghe.The process of reservoir stochastic modeling[J].Natural Gas Geoscience,2006,17(2):210-216.
[5] 张丽,孙建孟,孙志强,等.多点地质统计学在三维岩心孔隙分布建模中的应用[J].中国石油大学学报(自然科学版),2012,36(2):105-109. Zhang Li,Sun Jianmeng,Sun Zhiqiang,et al. Application of multiple-point geostatistics in 3D pore structure model reconstruction[J].Journal of China University of Petroleum (Edition of Natural Science),2012,36(2):105-109.
[6] Strebell E S,Journel A G.Reservoir modeling using multiple-point statistics[R].SPE 71324,2001.
[7] Strebell E S.Conditional simulation of complex geological structures using multiple-point statistics[J].Mathematical Geology,2002,34(1):1-21.
[8] Strebell E S,Journel A G.Rerervior modeling using multiple-point statistics[R].SPE 71324,2001:1-11.
[9] 周金应,桂碧雯,林闻.多点地质统计学在滨海相储层建模中的应用[J].西南石油大学学报:自然科学版,2010,32(6):70-74. Zhou Jinying,Gui Biwen,Lin Wen.Application of multiple-point geostatistics in offshore reservoir modeling[J].Journal of Southwest Petroleum University(Science & Technology Edition),2010,32(6):70-74.
[10] 李少华,张昌民,林克湘,等.储层建模中几种原型模型的建立[J].沉积与特提斯地质,2004,24(9):102-106. Li Shaohua,Zhang Changmin,Lin Kexiang,et al.The construction of prototype models in reservoir modeling[J].Sedimentary Geology and Tethyan Geology,2004,24(9):102-106.
[11] 崔廷主,马学萍.三维构造建模在复杂断块油藏中的应用-以东濮凹陷马寨油田卫95 断块油藏为例[J].石油与天然气地质,2010,31(2):198-205. CuiTingzhu,Ma Xueping.Anapplication of 3D structural modeling to complex fault-block reservoir:A case of the lower unit reservoir of Sha-3 member in Block Wei-95[J].Oil & Gas Geology,2010,31(2):198-205.
[12] 胡光辉,王立歆,王杰,等.基于早至波的特征波波形反演建模方法[J].石油物探,2015,54(1):71-76 Hu Guanghui,Wang Lixin,Wang Jie,et al.Characteristics waveform inversion based on arly arrival wave[J].Geophysical Prospecting for Petroleum,2015,54(1):71-76
[13] 鲁新便,赵敏,胡向阳,等.碳酸盐岩缝洞型油藏三维建模方法技术研究——以塔河奥陶系缝洞型油藏为例[J].石油实验地质,2012,34(2):193-198. Lu Xinbian,Zhao Min,Hu Xiangyang,et al.Studies of 3D reservoir modeling:taking Ordovician carbonate fractured-vuggy reservoirs in Tahe Oil Field as an example[J].Petroleum Geology & Experiment,2012,34(2):193-198.
[14] 唐洪,廖明光,胡俊,等.基于孔隙旋回建模单元的碳酸盐岩储层建模研究[J].石油实验地质,2012,34(3): 330-333. Tang Hong,Liao Mingguang,Hu Jun,et al.Research on carbonate reservoir matrix model building based on porosity cycles[J].Petroleum Geology & Experiment,2012,34(3): 330-333.
[15] 张伟,林承焰,董春梅.多点地质统计学在秘鲁D油田地质建模中的应用[J].中国石油大学学报:自然科学版,2008,32(4),24-28. Zhang Wei,Lin Chengyan,Dong Chunmei.Application of multiple-point geostatistics in geological modeling of D Oilfield in Peru[J].Journal of China University of Petroleum(Edition of Natural Science),2008,32(4):24-28.
[16] Zhang Tuanfeng.Incorporating geological conceptual models and interpretations into reservoir modeling using multiple-point geostatistics[J].Earth Science Frontiers,2008,15(1):26-35.
[17] Arpat B G,Cacrs J.A multi-scale,pattern-based approach to sequential simulation[J].Geostatistics Banff.2004,1(10):255-264.
[18] 尹艳树,吴胜和,张昌民,等.基于储层骨架的多点地质统计学方法[J].中国科学D辑:地球科学,2008,38(增刊Ⅱ):157-164. Yin Yanshu,Wu Shenghe,Zhang Changmin,et al.Based on reservoir skeleton multi-point geostatistics[J].Scientia Sinica Terrae(Ser D),2008,38(supⅡ):157-164.
[19] 万琼华,吴胜和,陈亮,等.基于深水浊积水道构型的流动单元分布规律[J].石油与天然气地质,2015(02):306-313. Wan Qionghua,Wu Shenghe,Chen Liang,et al.Analysis of flow unit distribution based on architecture of deep-water turbidite channel systems[J].Oil & Gas Geology,2015(02):306-313.
[20] Russell B,Wynn Al E.Sinuous deep-water channels: Genesis,geometry and architecture[J].Marine and Petroleum Geology.2007,24:341-387.
[21] 鲁新便,何成江,邓光校,等.塔河油田奥陶系油藏喀斯特古河道发育特征描述[J].石油实验地质,2014,36(3):268-274. Lu Xinbian,He Chengjiang,Deng Guangxiao,et al.Development features of karst ancient river system in Ordovician reservoirs,Tahe Oil Field[J].Petroleum Geology & Experiment,2014,36(3):268-274.
[22] 林煜,吴胜和,王星,等.尼日尔三角洲盆地深水油田A海底扇储层质量差异[J].石油与天然气地质,2014(04):494-502. Lin Yu,Wu Shenghe,Wang Xing,et al.Reservoir quality differences of submarine fans in deep-water oilfield A in Niger Delta Basin,West Africa[J].Oil & Gas Geology,2014(04):494-502.
[23] 李宇鹏,吴胜和,岳大力.现代曲流河道宽度与点坝长度的定量关系[J].大庆石油地质与开发,2008,27(6):19-22. Li Yupeng,Wu Shenghe,Yue Dali.Quantitative relation of the channel width and point-bar length of modern meander river[J].Daqing Petroleum Geology and Oil Development,2008,27(6):19-22.
[24] 王香文,刘红,滕彬彬,等.地质统计学反演技术在薄储层预测中的应用[J].石油与天然气地质,2012,33(5):730-735. Wang Xiangwen,Liu Hong,Teng Binbin,et al.Application of geostatistical inversion to thin reservoir prediction[J].Oil & Gas Geology,2012,33(5):730-735.
[25] 钱玉贵,叶泰然,张世华,等.叠前地质统计学反演技术在复杂储层量化预测中的应用[J].石油与天然气地质,2013,34(6):834-840. Qian Yugui,Ye Tairan,Zhang Shihua,et al.Application of pre-stack geo-statistics inversion technology in quantitative prediction of complex reservoirs[J].Oil & Gas Geology,2013,34(6):834-840.
[26] Wood L J,Mize-Spansky K L.Quantitative seismic geomorphology of a Quaternary leveed-channel system,offshore eastern Trinidad and Tobago,northeastern South America[J].AAPG Bulletin,2009,93(1):101-125.

Generation and application of three-dimensional MPS training images based on shallow seismic data

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