Current status and development trends of seismic reservoir prediction viewed from the exploration industry
Gan Lideng1, Zhang Xin1, Wang Yaojun2, Kong Liyun1, Yang Tingqiang1
1. Research Institute of Petroleum Exploration & Development, PetroChina, Beijing 10083, China; 2. School of Resources and Environment, University of Electronic Science and Technology of China, Chengdu, Sichuan 611731, China
Abstract:In this paper,we review new requirements of structure,lithology,stratigraphy,and unconventional reservoir exploration for seismic technology,and discuss seismic reservoir prediction.According to the seismic wave definition,the prediction hypotheses,and real media characteristics,we summarize available techniques of reservoir prediction,and analyze development trends in the future.For the future research of seismic reservoir prediction,we offer the following suggestions:A.Based on continuous,heterogeneous,anisotropic media and elastic wave propagation theories,focusing on rock physics analysis and amplitude-preserved processing; B.Based on attenuation and dispersion,developing prediction approaches with azimuthal attributes; C.Developing prediction tools for lithologic and unconventional reservoirs with multi-disciplines' data; D.Ensuring the prediction quality and accuracy.So a complete series of seismic reservoir prediction approaches for complex lithology,stratigraphy,and unconventional hydrocarbon exploration will be established.
甘利灯, 张昕, 王峣钧, 孔丽云, 杨廷强. 从勘探领域变化看地震储层预测技术现状和发展趋势[J]. 石油地球物理勘探, 2018, 53(1): 214-225.
Gan Lideng, Zhang Xin, Wang Yaojun, Kong Liyun, Yang Tingqiang. Current status and development trends of seismic reservoir prediction viewed from the exploration industry. Oil Geophysical Prospecting, 2018, 53(1): 214-225.
邹才能,袁选俊,陶士振等.岩性地层油气藏.北京:石油工业出版社,2009.Zou Caineng,Yuan Xuanjun,Tao Shizhen et al.Litho-logic Stratigraphic Reservoirs.Petroleum Industry Press,Beijing,2009.
[6]
赵文智,胡素云,李建忠等.我国陆上油气勘探领域变化与启示——过去十余年的亲历与感悟.中国石油勘探,2013,18(4):1-10.Zhao Wenzhi,Hu Suyun,Li Jianzhong et al.Changes and enlightenment of onshore oil/gas exploration domain in China-Experience and perception in the past decade.China Petroleum Exploration,2013,18(4):1-10.
[7]
杜金虎,李建忠,郭彬程等编著.中国陆相致密油.北京:石油工业出版社,2016.Du Jinhu,Li Jianzhong,Guo Bincheng et al.Continental Tight Oil in China.Petroleum Industry Press,Beijing,2016.
[8]
Wang Zhijing.Fundamentals of seismic rock physics.Geophysics,2001,66(2):398-412.
[9]
关达,张卫华,管路平等.相控储层预测技术及其在大牛地气田D井区的应用.石油物探,2006, 45(3):230-233.Guan Da,Zhang Weihua,Guan Luping et al.Reservoir prediction under the constraint of seismic or sediment phase and application to DND gas field.GPP,2006,45(3):230-233.
[10]
张志伟,王春生,林雅平等.地震相控非线性随机反演在阿姆河盆地A区块碳酸盐岩储层预测中的应用.石油地球物理勘探,2011, 46(2):304-310.Zhang Zhiwei,Wang Chunsheng,Lin Yaping et al.Applications of facies-controlled nonlinear random inversion for carbonate reservoir prediction in Block A of Amu-darya Basin.OGP,2011,46(2):304-310.
[11]
Xu S and Payne M A.Modeling elastic properties in carbonate rocks.The Leading Edge,2009,28(1):66-74.
[12]
撒利明,董世泰,李向阳.中国石油物探新技术研究及展望.石油地球物理勘探,2012,47(6):1014-1023.Sa Liming,Dong Shitai,and Li Xiangyang.Research and perspective on new geophysical technologies and methods in China.OGP,2012,47(6):1014-1023.
[13]
董良国.地震波数值模拟与反演中的几个关键问题研究[学位论文].上海:同济大学,2003.Dong Liangguo.Some Key Problems in Seismic Wave Numerical Simulation and Inversion[D].Tongji University,Shanghai,2003.
[14]
孙成禹.地震波理论与方法.山东东营:中国石油大学出版社,2007.Sun Chengyu.Theory and Methods of Seismic Waves.China University of Petroleum Press,Dongying,Shandong,2007.
[15]
吴国忱.各向异性介质地震波传播与成像.山东东营:中国石油大学出版社,2006.Wu Guochen.Seismic Wave Propagation and Imaging in Anisotropic Media.China University of Petroleum Press,Dongying,Shandong,2006.
[16]
Chapman C H,Shearer P M.Ray tracing in azimuthally anisotropic media-Ⅱ:Quasi-shear wave coupling.Geophysical Journal International,1989,96(1):65-83.
[17]
Fuchs K,G Muller.Computation of synthetic seismograms with the reflectivity method and comparison with observations.Geophys J R Astron Soc,1971,23(4):417-433.
[18]
Booth D C,Crampin S.The anisotropic reflectivity technique:anomalous reflected arrivals from an anisotropic upper mantle.Geophysical Journal International,1983,72(3):767-782.
[19]
Mallick S,Frazer L N.Computation of synthetic seismograms for stratified azimuthally anisotropic media.Journal of Geophysical Research:Solid Earth,1990,95(B6):8513-8526.
[20]
梁锴.TI介质地震波传播特征与正演方法研究[学位论文].山东东营:中国石油大学,2009.Liang Kai.The Study on Propagation Feature and Forward Modeling of Seismic Wave in TI Media[D].China University of Petroleum,Dongying,Shandong,2009.
[21]
Lysmer J and Drake L A.A finite element method for seismology//Methods in Computational Physics:Advances in Research and Applications.Academic Press,Salt Lake City,UT,USA.1972,11:181-216.
[22]
Kosloff D D,Baysal E.Forward modeling by a Fourier method.Geophysics,1982,47(10):1402-1412.
[23]
孙卫涛.弹性波动方程的有限差分数值方法.北京:清华大学出版社,2009.Sun Weitao.Finite Difference Solutions of Elastic Wave Equation.Tsinghua University Press,Beijing,2009.
[24]
董良国,马在田,曹景忠等.一阶弹性波方程交错网格高阶差分解法.地球物理学报,2000,43(3):411-419.Dong Liangguo,Ma Zaitian,Cao Jingzhong et al.A staggered-grid high-order difference method of one-order elastic wave equation.Chinese Journal of Geophy-sics,2000,43(3):411-419.
[25]
裴正林.三维各向异性介质中弹性波方程交错网格高阶有限差分法数值模拟.石油大学学报(自然科学版),2004,28(5):23-29.Pei Zhenglin.Three-dimensional numerical simulation of elastic wave propagation in 3-D anisotropic media with staggered-grid high-order difference method.Journal of China University of Petroleum(Edition of Natural Sciences),2004,28(5):23-29.
[26]
李军,苏云,李录明.各向异性黏弹性介质波场数值模拟.大庆石油学院学报,2009,33(6):38-42.Li Jun,Su Yun,and Li Luming.Wavefield numeric simulation in anisotropic viscoelastic media.Journal of Daqing Petroleum Institute,2009,33(6):38-42.
[27]
裴正林,牟永光.非均匀介质地震波传播交错网格高阶有限差分法模拟.石油大学学报(自然科学版),2003,27(6):17-21.Pei Zhenglin and Mu Yongguang.A staggered-gird high-order difference method for modeling seismic wave propagation in inhomogeneous media.Journal of China University of Petroleum(Edition of Natural Sciences),2003,27(6):17-21.
[28]
裴正林.三维双相各向异性介质弹性波方程交错网格高阶有限差分法模拟.中国石油大学学报(自然科学版),2006,30(2):16-20.Pei Zhenglin.A staggered-grid high-order finite diffe-rence method for modeling elastic wave equation in 3-D dual-phase anisotropic media.Journal of China University of Petroleum (Edition of Natural Sciences),2006,30(2):16-20.
[29]
王秀明,张海澜,王东.利用高阶交错网格有限差分法模拟地震波在非均匀孔隙介质中的传播.地球物理学报,2003,46(6):842-849.Wang Xiuming,Zhang Hailan and Wang Dong.Mode-lling of seismic wave propagation in heterogeneous poroelastic media using a high-order staggered finite-difference method.Chinese Journal of Geophysics,2003,46(6):842-849.
[30]
孔丽云,王一博,杨慧珠.裂缝诱导TTI双孔隙介质波场传播特征.物理学报,2013,62(13):555-564.Kong Liyun,Wang Yibo and Yang Huizhu.Wavefield propagation characteristics in fracture-induced TTI double-porosity medium.Acta Physica Sinica,2013,62(13):555-564.
[31]
Saenger E H,Gold N,Shapiro S A.Modeling the propagation of elastic waves using a modified finite-difference grid.Wave Motion,2000,31(1):77-92.
[32]
Saenger E H,Bohlen T.Finite-difference modeling of viscoelastic and anisotropic wave propagation using the rotated staggered grid.Geophysics,2004,69(2):583-591.
[33]
胡自多,贺振华,刘威等.旋转网格和常规网格混合的时空域声波有限差分正演.地球物理学报,2016,59(10):3829-3846.Hu Ziduo,He Zhenhua,Liu Wei et al.Scalar wave equation modeling using the mixed-grid finite-diffe-rence method in the time-space domain.Chinese Journal of Geophysics,2016,59(10):3829-3846.
[34]
甘利灯,戴晓峰,张昕等.高含水油田地震油藏描述关键技术.石油勘探与开发,2012,39(3):365-377.Gan Lideng,Dai Xiaofeng,Zhang Xin et al.Seismic oil reservoir description key technologies of high water-cut oilfields.Petroleum Exploration and Development,2012,39(3):365-377.
[35]
张保庆,周辉,左黄金等.宽方位地震资料处理技术及应用效果.石油地球物理勘探,2011,46(3):396-406.Zhang Baoqing,Zhou Hui,Zuo Huangjin et al.Wide azimuth data processing techniques and their applications.OGP,2011,46(3):396-406.
[36]
Li X.An introduction to common offset vector tracegathering.CSEG Recorder,2008,33(9):28-34.
[37]
段鹏飞,程玖兵,陈爱萍等.TI介质局部角度域高斯束叠前深度偏移成像.地球物理学报,2013,56(12):4206-4214.Duan Pengfei,Cheng Jiubing,Chen Aiping et al.Local angle-domain Gaussian beam prestack depth migration in a TI medium.Chinese Journal of Geophysics,2013,56(12):4206-4214.
[38]
邹才能,张颖编著.油气勘探开发实用地震新技术.北京:石油工业出版社,2002.Zou Caineng,Zhang Ying.Practical Seismic Techniques for Petroleum Exploration and Development.Petroleum Industry Press,Beijing,2002.
[39]
隋京坤.地震不连续特征监测方法研究[学位论文].北京:中国石油勘探开发研究院,2015.Sui Jingkun.Study on Seismic Discontinuity Detection[D].RIPED,PetroChina,Beijing,2015.
[40]
杨志芳,曹宏,姚逢昌等.致密碳酸盐岩气藏地震定量描述.中国地球物理学会第二十九届年会会议论文集,2013,731-732.Yang Zhifang,Cao Hong,Yao Fengchang et al.Quantitative description of tight carbonate gas reservoirs.Symposium of 29th Annual CGS Meeting,2013,731-732.
[41]
Roure B,Downton J,Doyen P M et al.Azimuthal seismic inversion for shale gas reservoir characterization.IPTC,2013,No.17034.
[42]
Li Xiangyang,Wu Xiaoyang,and Mark Chapman.Quantitative estimation of gas saturation by frequency dependent AVO:Numerical physical modeling and field studies.IPTC,2013,No.16671.
[43]
Moradi S,Innanen A K.Scattering of homogeneous and inhomogeneous seismic waves in low-loss visco-elastic media.Geophysical Journal International,2015,202(3):1722-1732.
[44]
宗兆云,印兴耀,张峰等.杨氏模量和泊松比反射系数近似方程及叠前地震反演.地球物理学报,2012,55(11):3786-3794.Zong Zhaoyun,Yin Xingyao,Zhang Feng et al.Reflection coefficient equation and pre-stack seismic inversion with Young's modulus and Poisson ratio.Chinese Journal of Geophysics,2012,55(11):3786-3794.
[45]
邓炜,印兴耀,宗兆云.等效流体体积模量直接反演的流体识别方法.石油地球物理勘探,2017,52(2):315-325.Deng Wei,Yin Xingyao,and Zong Zhaoyun.Fluid identification based on direct inversion of equivalent fluid bulk modulus.OGP,2017,52(2):315-325.
[46]
陈怀震,印兴耀,高成国等.基于各向异性岩石物理的缝隙流体因子AVAZ反演.地球物理学报,2014,57(3):968-978.Chen Huaizhen,Yin Xingyao,Gao Chengguo et al.AVAZ inversion for fluid factor based on fracture anisotropic rock physics theory.Chinese Journal of Geophysics,2014,57(3):968-978.
[47]
Grana D.Bayesian linearized rock-physics inversion.Geophysics,2016,81(6):D625-D641.
[48]
Sattari H,Gholami A,Siahkoohi H R.Seismic data analysis by adaptive sparse time-frequency decomposition.Geophysics,2013,78(5):V207-V217.
[49]
Li C,Zhang F.Amplitude-versus-angle inversion based on the L1-norm-based likelihood function and the total variation regularization constraint.Geophysics,2017,82(3):R173-R182.
[50]
李坤,印兴耀,宗兆云.利用平滑模型约束的频率域多尺度地震反演.石油地球物理勘探,2016,51(4):760-768.Li Kun,Yin Xingyao and Zong Zhaoyun.Seismic multi-scale inversion in the frequency domain based on smooth model constraint.OGP,2016,51(4):760-768.
王丽萍.智能优化算法叠前AVO非线性反演研究[学位论文].北京:中国地质大学(北京),2015.Wang Liping.Prestack Non-linear AVO Inversion Based on an Intelligent Optimization Algorithm[D].China University of Geosciences(Beijing),Beijing,2015.
[53]
Li S,Peng Z.Seismic acoustic impedance inversionwith multi-parameter regularization.Journal of Geophysics and Engineering,2017,14(3):520-532.
[54]
Ha T,Chung W,Shin C.Waveform inversion using a back-propagation algorithm and a Huber function norm.Geophysics,2009,74(3):R15-R24.
[55]
刘洋,张家树,胡光岷等.叠前三参数非高斯反演方法研究.地球物理学报,2012,55(1):269-276.Liu Yang,Zhang Jiashu,Hu Guangmin et al.Study of three-term non-Gaussian pre-stack inversion method.Chinese Journal of Geophysics,2012,55(1):269-276.
[56]
Zhang J,Lv S,Liu Y et al.AVO inversion based on generalized extreme value distribution with adaptive parameter estimation.Journal of Applied Geophysics,2013,98(11):11-20.
[57]
Wang Y,Chen S,Li X Y.Anisotropic characteristics of mesoscale fractures and applications to wide azimuth 3D P-wave seismic data.Journal of Geophysics and Engineering,2015,12(3):448-464.
[58]
Wang H,Sun S Z,Wang D et al.Frequency-dependent velocity prediction theory with implication for better reservoir fluid prediction.The Leading Edge,2012,31(2):160-166.
[59]
李坤,印兴耀,宗兆云.基于匹配追踪谱分解的时频域FAVO流体识别方法.石油学报,2016,37(6):777-786.Li Kun,Yin Xingyao and Zong Zhaoyun.Time-frequency-domain FAVO fluid discrimination method based on matching pursuit spectrum decomposition.Acta Petrolei Sinica,2016,37(6):777-786.
[60]
沈洪涛,郭乃川,秦童等.地质统计学反演技术在超薄储层预测中的应用.地球物理学进展,2017,32(1):248-253.Shen Hongtao,Guo Naichuan,Qin Tong et al.Application of geostatistical inversion for super thin reservoir prediction.Progress in Geophysics,2017,32(1):248-253.