Lithologic Reservoirs ›› 2024, Vol. 36 ›› Issue (5): 77-86.doi: 10.12108/yxyqc.20240508

• PETROLEUM EXPLORATION • Previous Articles     Next Articles

Simulation and prediction of tight sandstone reservoirs based on waveform facies-controlled inversion：A case study from the second member of Paleogene Kongdian Formation in southern Cangdong sag， Huanghua Depression

ZHOU Ziqiang1, ZHU Zhengping1, PAN Renfang1, DONG Yu2, JIN Jineng1   

  1. 1. School of Geosciences, Yangtze University, Wuhan 430100, China;
    2. No. 12 Oil Production Plant, PetroChina Changqing Oilfield Company, Qingyang 74500, GanSu, China
  • Received:2023-06-19 Revised:2023-07-17 Online:2024-09-01 Published:2024-09-04

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Abstract: On the basis of rock physics analysis，a method combining waveform facies-controlled inversion and simulation，combined with pseudo acoustic impedance reconstruction technology and reservoir parameter indication construction technology based on coordinate rotation，was used to predict the dense sandstone reservoirs of the second member of Paleogene Kongdian Formation in the middle and high slope area of southern Cangdong sag in Huanghua Depression. The results show that：（1）The impedance curve has a poor recognition effect on sandstone and mudstone，while natural gamma ray can be used to effectively distinguish sandstone from mudstone with a limit value of 83 API. The preferred natural potential curve can be used to effectively distinguish sandstone from mudstone with a limit value of -13 mV，and it has a certain ability to distinguish reservoirs from non reservoirs.（2）The reconstructed pseudo acoustic impedance curve improves the recognition ability of sandstone and mudstone. The reservoir indicator curve based on coordinate rotation divides reservoirs and non reservoirs with a threshold value of -10，and the reservoir indicator curve can predict tight sandstone reservoirs. （3） The reservoir prediction method combining waveform facies-controlled inversion and simulation can improve the accuracy of tight sandstone reservoir prediction and reduce the multiplicity of reservoir predictions， with a reservoir prediction accuracy rate of 83.3%.

Key words: waveform facies-controlled, pseudo acoustic impedance curve, waveform indication inversion, reservoir prediction, the second member of Kongdian Formation, Paleogene, Cangdong sag, Huanghua Depression

CLC Number: 

  • TE121.1
[1] 唐海发, 彭仕宓, 赵彦超, 等. 致密砂岩储层物性的主控因素分析[J]. 西安石油大学学报(自然科学版), 2007, 22(1):59-63. TANG Haifa, PENG Shimi, ZHAO Yanchao, et al. Analysis of main control factors of the physical property of tight sandstone reservoir[J]. Journal of Xi'an Shiyou University(Natural Science Edition), 2007, 22(1):59-63.
[2] 于兴河, 李顺利, 杨志浩. 致密砂岩气储层的沉积-成岩成因机理探讨与热点问题[J]. 岩性油气藏, 2015, 27(1):1-13. YU Xinghe, LI Shunli, YANG Zhihao. Discussion on deposition-diagenesis genetic mechanism and hot issues of tight sandstone gas reservoir[J]. Lithologic Reservoirs, 2015, 27(1):1-13.
[3] 柴毓, 王贵文. 致密砂岩储层岩石物理相分类与优质储层预测:以川中安岳地区须二段储层为例[J]. 岩性油气藏, 2016, 28(3):74-85. CHAI Yu, WANG Guiwen. Petrophysical facies classification of tight sandstone reservoir and high-quality reservoir prediction:A case study from the second member of Xujiahe Formation in Anyue area, central Sichuan Basin[J]. Lithologic Reservoirs, 2016, 28(3):74-85.
[4] 王永骁, 付斯一, 张成弓, 等. 鄂尔多斯盆地东部山西组2段致密砂岩储层特征[J]. 岩性油气藏, 2021, 33(6):12-20. WANG Yongxiao, FU Siyi, ZHANG Chenggong, et al. Characteristics of tight sandstone reservoirs of the second member of Shanxi Formation in eastern Ordos Basin[J]. Lithologic Reservoirs, 2021, 33(6):12-20.
[5] 崔俊, 周莉, 张小波, 等. 柴达木盆地乌南油田致密砂岩储层特征[J]. 中国石油勘探, 2013, 18(1):22-28. CUI Jun, ZHOU Li, ZHANG Xiaobo, et al. Characteristics of compact rock reservoir of Wunan Oil Field in Qaidamu Basin[J]. China Petroleum Exploration, 2013, 18(1):22-28.
[6] 张宝收, 鲁雪松, 孙雄伟, 等. 塔里木盆地迪北致密砂岩气藏储层物性下限研究[J]. 岩性油气藏, 2015, 27(1):81-88. ZHANG Baoshou, LU Xuesong, SUN Xiongwei, et al. Study on the lower limit of physical properties of tight sandstone gas reservoirs in Dibei area, Tarim Basin[J]. Lithologic Reservoirs, 2015, 27(1):81-88.
[7] 杨楷乐, 何胜林, 杨朝强, 等. 高温-超压-高CO2背景下致密砂岩储层成岩作用特征:以莺歌海盆地LD10区新近系梅山组-黄流组为例[J].岩性油气藏, 2023, 35(1):83-95. YANG Kaile, HE Shenglin, YANG Zhaoqiang, et al. Diagenesis characteristics of tight sandstone reservoirs with high temperature, overpressure and high CO2 content:A case study of Neogene Meishan-Huangliu Formation in LD10 area, Yinggehai Basin[J]. Lithologic Reservoirs, 2023, 35(1):83-95.
[8] 姚逢昌, 甘利灯. 地震反演的应用与限制[J]. 石油勘探与开发, 2000, 27(2):53-56. YAO Fengchang, GAN Lideng. Application and restriction of seismic inversion[J]. Petroleum Exploration and Development, 2000, 27(2):53-56.
[9] 潘昱洁, 李大卫, 杨锴. 确定性反演和随机反演对井约束条件的需求分析[J]. 石油物探, 2011, 50(4):345-349. PAN Yujie, LI Dawei, YANG Kai. A comparison between the requirements of multi-well constrained conditions in deterministic inversion and stochastic inversion[J]. Geophysical Prospecting for Petroleum, 2011, 50(4):345-349.
[10] 撒利明, 杨午阳, 姚逢昌, 等. 地震反演技术回顾与展望[J]. 石油地球物理勘探, 2015, 50(1):184-202. SA Liming, YANG Wuyang, YAO Fengchang, et al. Past, present, and future of geophysical inversion[J]. Oil Geophysical Prospecting, 2015, 50(1):184-202.
[11] 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.
[12] 王江, 王雪峰, 付尤中, 等. 基于小波边缘分析与井-震联合建模的波阻抗反演技术在乌尔逊断陷储层预测中的应用[J]. 大庆石油地质与开发, 2023, 42(2):133-142. WANG Jiang, WANG Xuefeng, FU Youzhong, et al. Application of wave impedance inversion technology based on wavelet edge analysis and well-seismic joint modeling in reservoir prediction of Wuerxun rift[J]. Petroleum Geology & Oilfield Development in Daqing, 2023, 42(2):133-142.
[13] 张义, 尹艳树, 秦志勇. 地质统计学反演在薄砂体储层预测中的应用[J]. 断块油气田, 2015, 22(5):565-569. ZHANG Yi, YIN Yanshu, QIN Zhiyong. Application of geostatistical inversion in thin sandstone reservoir prediction[J]. Fault-Block Oil & Gas Field, 2015, 22(5):565-569.
[14] 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[J]. 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[J]. Progress in Geophysics, 2017, 32(1):248-253.
[15] 张琬璐. 波形指示反演技术方法研究及应用[J]. 非常规油气, 2019, 6(3):21-25. ZHANG Wanlu. Research and application of seismic motion inversion technique[J]. Unconventional Oil & Gas, 2019, 6(3):21-25.
[16] 冉令. 一种基于地震波形指示的反演方法研究[J]. 中国石油大学胜利学院学报, 2016, 30(3):3-5. RAN Ling. Research on inversion method based on seismic waveform indication[J]. Journal of Shengli College China University of Petroleum, 2016, 30(3):3-5.
[17] 李亚哲, 王力宝, 郭华军, 等. 基于地震波形指示反演的砂砾岩储层预测:以中拐-玛南地区上乌尔禾组为例[J]. 岩性油气藏, 2019, 31(2):134-142. LI Yazhe, WANG Libao, GUO Huajun, et al. Prediction of glutenite reservoir based on seismic waveform indicative inversion:A case study of Upper Urho Formation in ZhongguaiManan area[J]. Lithologic Reservoirs, 2019, 31(2):134-142.
[18] 陈彦虎, 毕建军, 邱小斌, 等. 地震波形指示反演方法及其应用[J]. 石油勘探与开发, 2020, 47(6):1149-1158. CHEN Yanhu, BI Jianjun, QIU Xiaobin, et al. A method of seismic meme inversion and its application[J]. Petroleum Exploration and Development, 2020, 47(6):1149-1158.
[19] 李娟, 郑茜, 孙松领, 等. 应用测井储层因子预测变质碎屑岩裂缝-孔隙型储层:以海拉尔盆地贝尔凹陷基岩为例[J]. 岩性油气藏, 2021, 33(6):165-176. LI Juan, ZHENG Xi, SUN Songling, et al. Prediction of fracture-pore reservoirs in metamorphic clastic rocks using logging reservoir factors:A case study of basement in Beier Sag, Hailar Basin[J]. Lithologic Reservoirs, 2021, 33(6):165-176.
[20] 高君, 毕建军, 赵海山, 等. 地震波形指示反演薄储层预测技术及其应用[J]. 地球物理学进展, 2017, 32(1):142-145. GAO Jun, BI Jianjun, ZHAO Haishan, et al. Seismic waveform inversion technology and application of thinner reservoir prediction[J]. Progress in Geophysics, 2017, 32(1):142-145.
[21] 杜佳, 刘彦成, 白洁玢, 等. 基于波形指示模拟的致密砂岩储层预测[J]. 地质科技通报, 2022, 41(5):94-100. DU Jia, LIU Yancheng, BAI Jiebin, et al. Prediction of tight sandstone reservoirs based on waveform indication simulation[J]. Bulletin of Geological Science and Technology, 2022, 41(5):94-100.
[22] 谢春临, 李永义, 陈志德, 等. 波形指示模拟在致密油水平井钻探中的应用[J]. 石油地球物理勘探, 2021, 56(3):564-573. XIE Chunlin, LI Yongyi, CHEN Zhide, et al. Seismic motion simulation for horizontal well drilling in Fuyu reservoirs[J]. Oil Geophysical Prospecting, 2021, 56(3):564-573.
[23] 李明刚, 杨桥, 张健. 黄骅拗陷新生代构造样式及其演化[J]. 西南石油大学学报(自然科学版), 2011, 33(1):71-77. LI Minggang, YANG Qiao, ZHANG Jian. The Cenozoic structural style and its evolution in Huanghua Depression[J]. Journal of Southwest Petroleum University(Science & Technology Edition), 2011, 33(1):71-77.
[24] 赵贤正, 蒲秀刚, 韩文中, 等. 细粒沉积岩性识别新方法与储集层甜点分析:以渤海湾盆地沧东凹陷孔店组二段为例[J]. 石油勘探与开发, 2017, 44(4):492-502. ZHAO Xianzheng, PU Xiugang, HAN Wenzhong, et al. A new method for lithology identification of finegrained deposits and reservoir sweetspot analysis:A case study of Kong 2 member in Cangdong sag, Bohai Bay Basin, China[J]. Petroleum Exploration and Development, 2017, 44(4):492-502.
[25] 蒲秀刚, 周立宏, 韩文中, 等. 细粒相沉积地质特征与致密油勘探:以渤海湾盆地沧东凹陷孔店组二段为例[J]. 石油勘探与开发, 2016, 43(1):24-33. PU Xiugang, ZHOU Lihong, HAN Wenzhong, et al. Geologic features of fine-grained facies sedimentation and tight oil exploration:A case from the second member of Paleogene Kongdian Formation of Cangdong sag, Bohai Bay Basin[J]. Petroleum Exploration and Development, 2016, 43(1):24-33.
[26] 罗泽, 谢明英, 涂志勇, 等. 一套针对高泥质疏松砂岩薄储层的识别技术:以珠江口盆地X油田为例[J]. 岩性油气藏, 2019, 31(6):95-101. LUO Ze, XIE Mingying, TU Zhiyong, et al. A set of recognition techniques for thin reservoirs with unconsolidated highargillaceous sandstone:A case study from X oilfield in Pearl River Mouth Basin[J]. Lithologic Reservoirs, 2019, 31(6):95-101.
[27] 杜伟维, 金兆军, 邸永香. 地震波形指示反演及特征参数模拟在薄储层预测中的应用[J]. 工程地球物理学报, 2017, 14(1):56-61. DU Weiwei, JIN Zhaojun, DI Yongxiang. The application of seismic waveform indicator inversion and characteristic parameter simulation to thin reservoir prediction[J]. Chinese Journal of Engineering Geophysics, 2017, 14(1):56-61.
[28] 杨涛, 乐友喜, 吴勇. 波形指示反演在储层预测中的应用[J]. 地球物理学进展, 2018, 33(2):769-776. YANG Tao, YUE Youxi, WU Yong. Application of the waveform inversion in reservoir prediction[J]. Progress in Geophysics, 2018, 33(2):769-776.
[29] 韩长城, 林承焰, 任丽华, 等. 地震波形指示反演在东营凹陷王家岗地区沙四上亚段滩坝砂的应用[J]. 中国石油大学学报(自然科学版), 2017, 41(2):60-69. HAN Changcheng, LIN Chengyan, REN Lihua, et al. Application of seismic waveform inversion in Es 4 s beach-bar sandstone in Wangjiagang area, Dongying Depression[J]. Journal of China University of Petroleum(Edition of Natural Science), 2017, 41(2):60-69.
[30] 贺懿, 刘怀山, 毛传龙, 等. 多曲线声波重构技术在储层预测中的应用研究[J]. 石油地球物理勘探, 2008, 42(5):549-556. HE Yi, LIU Huaishan, MAO Chuanglong, et al. Study on application of multi-curve sonic reconstructive technique in prediction of reservoir[J]. Oil Geophysical Prospecting, 2008, 42(5):549-556.
[31] 张学芳, 董月昌, 慎国强, 等. 曲线重构技术在测井约束反演中的应用[J]. 石油勘探与开发, 2005, 32(3):70-72. ZHANG Xuefang, DONG Yuechang, SHEN Guoqiang, et al. Application of log rebuilding technique in constrain inversion[J]. Petroleum Exploration and Development, 2005, 32(3):70-72.
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