留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

海上稀疏井网油田储层连通性研究——以北部湾盆地涠西南凹陷A油田涠三段为例

朱金起 杨朝强 杨燕 陈奎 傅涛

朱金起, 杨朝强, 杨燕, 陈奎, 傅涛. 海上稀疏井网油田储层连通性研究——以北部湾盆地涠西南凹陷A油田涠三段为例[J]. 石油实验地质, 2025, 47(3): 680-692. doi: 10.11781/sysydz2025030680
引用本文: 朱金起, 杨朝强, 杨燕, 陈奎, 傅涛. 海上稀疏井网油田储层连通性研究——以北部湾盆地涠西南凹陷A油田涠三段为例[J]. 石油实验地质, 2025, 47(3): 680-692. doi: 10.11781/sysydz2025030680
ZHU Jinqi, YANG Zhaoqiang, YANG Yan, CHEN Kui, FU Tao. Reservoir connectivity of offshore oilfields with a sparse well pattern: a case study of the third member of Weizhou Formation of oilfield A in Weixinan Sag, Beibuwan Basin[J]. PETROLEUM GEOLOGY & EXPERIMENT, 2025, 47(3): 680-692. doi: 10.11781/sysydz2025030680
Citation: ZHU Jinqi, YANG Zhaoqiang, YANG Yan, CHEN Kui, FU Tao. Reservoir connectivity of offshore oilfields with a sparse well pattern: a case study of the third member of Weizhou Formation of oilfield A in Weixinan Sag, Beibuwan Basin[J]. PETROLEUM GEOLOGY & EXPERIMENT, 2025, 47(3): 680-692. doi: 10.11781/sysydz2025030680

海上稀疏井网油田储层连通性研究——以北部湾盆地涠西南凹陷A油田涠三段为例

doi: 10.11781/sysydz2025030680
基金项目: 

“十四五”重大科技项目“海上'双高—双特高’水驱油田提高采收率油藏关键技术” KJGG2021-0501

详细信息
    作者简介:

    朱金起(1990—),男,工程师,从事开发地质研究工作。E-mail: zhujq7@cnooc.com.cn

  • 中图分类号: TE122.2

Reservoir connectivity of offshore oilfields with a sparse well pattern: a case study of the third member of Weizhou Formation of oilfield A in Weixinan Sag, Beibuwan Basin

  • 摘要: 为解决北部湾盆地涠西南凹陷A油田涠三段注采矛盾突出、剩余油分布复杂且难以动用等问题,通过储层构型界面分级、复合砂体解剖、储层构型单元定量化表征等海上稀疏井网油田储层构型技术体系开展研究,指导A油田储层连通性分析,从而解决A油田涠三段生产难题。垂向上,A油田涠三段不同油组可划分为3~4期单成因砂体;侧向上,综合储层侧向接触模式、砂体侧向规模约束、井震结合研究、生产动态验证,得到不同注采井在同期砂体的储层构型剖面;结合不同油组的沉积微相变化及水下分流河道厚度与宽度之间存在着正相关关系,进一步对A油田涠三段储层构型单元进行了定量化表征。在此基础上,从剖面和平面上分别对A油田主力开发层系W3D、W3E油组的连通性进行分析。剖面上,W3D油组水下分流河道砂体垂向叠置,河道间砂体连续性中等,横向整体连通性较好;平面上,南西物源方向的河道微摆动,规模变化较大,局部发育小规模河口坝,北东物源方向的河道较为顺直,规模变化不大。剖面上,W3E油组北部单井垂向上沉积微相及井间砂体厚度变化较快,砂体连续性一般,南部整体呈弱连通状态;平面上,南西物源方向的河道摆动明显,河口坝较发育,北东物源方向的河道较为顺直,间湾较发育。

     

  • 图  1  北部湾盆地涠西南凹陷构造区划与研究区A油田位置

    Figure  1.  Structural division of Weixinan Sag in Beibuwan Basin and location of oilfield A in study area

    图  2  北部湾盆地涠西南凹陷A油田地层柱状图

    Figure  2.  Stratigraphic column of oilfield A in Weixinan Sag of Beibuwan Basin

    图  3  北部湾盆地涠西南凹陷A油田辫状河三角洲储层构型分级方案

    Figure  3.  Configuration classification scheme for braided river delta reservoirs in oilfield A of Weixinan Sag, Beibuwan Basin

    图  4  北部湾盆地涠西南凹陷A油田及围区砂体垂向分期识别标志

    Figure  4.  Identification markers for sand body vertical staging in oilfield A and its surrounding area in Weixinan Sag, Beibuwan Basin

    图  5  北部湾盆地涠西南凹陷A油田及围区涠三段W3Ⅺ油组砂体垂向分期剖面

    Figure  5.  Sand body vertical staging profiles of W3Ⅺ oil group in oilfield A and its surrounding area in Weixinan Sag, Beibuwan Basin

    图  6  北部湾盆地涠西南凹陷A油田及围区单砂体侧向划界标识图版

    Figure  6.  Single sand body lateral delimitation marking charts in oilfield A and its surrounding area in Weixinan Sag, Beibuwan Basin

    图  7  北部湾盆地涠西南凹陷A油田及围区井震结合构型解剖

    Figure  7.  Well and seismic combination configuration anatomy in oilfield A and its surrounding area in Weixinan Sag, Beibuwan Basin

    图  8  北部湾盆地涠西南凹陷A油田及围区W3E油组砂体构型剖面

    Figure  8.  Sand body configuration profiles of W3E oil group in oilfield A and its surrounding area in Weixinan Sag, Beibuwan Basin

    图  9  北部湾盆地涠西南凹陷A油田及围区涠三段水下分流河道宽度和厚度拟合关系

    Figure  9.  Fitting relationships of width and thickness of subaqueous distributary channels of the third member of Weizhou Formation in oilfield A and its surronding area, Weixinan Sag, Beibuwan Basin

    图  10  北部湾盆地涠西南凹陷A油田W3D油组连通关系剖面

    Figure  10.  Connectivity profile of W3D oil group in oilfield A, Weixinan Sag, Beibuwan Basin

    图  11  北部湾盆地涠西南凹陷A油田W3E油组连通关系剖面

    Figure  11.  Connectivity profile of W3E oil group in oilfield A, Weixinan Sag, Beibuwan Basin

    图  12  北部湾盆地涠西南凹陷A油田W3D油组不同期次砂体沉积微相平面图

    Figure  12.  Planar distribution of sedimentary microfacies for sand bodies in different stages of W3IVD oil group in oilfield A of Weixinan Sag, Beibuwan Basin

    图  13  北部湾盆地涠西南凹陷A油田W3E油组不同期次砂体沉积微相平面图

    Figure  13.  Planar distribution of sedimentary microfacies for sand bodies in different stages of W3E oil group in oilfield A of Weixinan Sag, Beibuwan Basin

    表  1  碎屑沉积地质体构型界面分级据参考文献[20-21]修改。

    Table  1.   Classification of configuration interfaces for clastic sedimentary geological body

    构型界面级别 时间规模/a 构型单元(以河流相为例) 米兰科维奇旋回 MIALL界面分级 经典层序地层分级 基准面旋回分级 油层对比单元分级
    1级 108 叠合盆地充填复合体 巨层序
    2级 107~108 盆地充填复合体 超层序
    3级 106~107 盆地充填体 8 层序 长期 含油层系
    4级 105~106 体系域 偏心率周期 7 准层序组 中期 油层组
    5级 104~105 叠置河流沉积体 黄赤交角周期 6 准层序 短期 砂组/小层
    6级 103~104 曲流带/辫状带 岁差周期 6 层组 超短期 单层
    7级 103~104 河流沉积体 5
    8级 102~103 点坝/心滩坝 4
    9级 100~101 增生体 3
    10级 10-2~10-1 层系组 2 纹层组
    11级 10-3~10-5 层系 1 纹层组
    12级 10-6 纹层 0 纹层
    下载: 导出CSV

    表  2  北部湾盆地涠西南凹陷A油田辫状河三角洲储层构型分级方案

    Table  2.   Configuration classification scheme for braided river delta reservoirs in oilfield A of Weixinan Sag, Beibuwan Basin

    构型界面级别 时间规模/a 构型单元 储集层构型要素 MIALL界面分级[20] 经典层序地层分级 基准面旋回分级
    6级 103~104 三角洲沉积体 分流河道砂层组顶、底界面 6 层组 超短期
    7级 103~104 同期水下分流河道和河口坝复合体 分流河道砂体顶、底界面 5
    8级 102~103 单一水下分流河道或河口坝 分流河道砂体侧积体顶面 4
    9级 100~101 内部增生体 洪水期不同阶段沉积界面 3
    10级 10-2~10-1 层系组 交错层系组界面 2 纹层组
    11级 10-5~10-3 层系 交错层系界面 1 纹层组
    12级 10-6 纹层 纹层 0 纹层
    下载: 导出CSV

    表  3  北部湾盆地涠西南凹陷A油田及围区水下分流河道展布定量规模数据

    Table  3.   Quantitative scale data of subaqueous distributary channels in oilfield A and its surronding area, Weixinan Sag, Beibuwan Basin

    油组 前缘分支河道数 河道期次 复合河道厚度/m 复合河道宽度/m 复合河道宽厚比 单一河道厚度/m 单一河道宽度/m 单一河道宽厚比 定量关系
    W3 6~7 3 10.9~21.3 459~697 33~46 2.0~10.8 201~697 51~88 W=127.86H0.710 5 R2=0.744 5
    W3D 5~6 3 9.1~30.0 417~912 27~58 2.2~13.7 239~912 58~88 W=136.99H0.697 9 R2=0.740 8
    W3E 4~6 4 10.1~25.8 440~751 26~53 2.3~10.7 270~751 63~90 W=159.55H0.652 1 R2=0.676 7
    W3 6 3 6.3~16.9 407~671 35~62 2.0~8.2 261~655 66~92 W=126.27H0.752 5 R2=0.557 7
    W3 6 3 6.4~18.2 344~872 30~68 2.1~10.9 309~872 61~89 W=76.953H1.010 9 R2=0.782 0
    W3 5~6 4 7.2~24.0 362~783 25~53 2.4~11.4 236~783 58~90 W=119.42H0.779 4 R2=0.769 6
    W3 5~6 3 7.9~26.1 380~846 31~61 2.6~14.3 265~846 56~88 W=161.52H0.625 3 R2=0.681 1
    W3 6 4 10.7~25.0 398~834 24~58 2.0~11.0 212~767 56~89 W=130.23H0.726 5 R2=0.770 6
    W3 3~6 3 6.6~17.5 368~777 36~58 2.5~11.1 298~734 63~92 W=171.83H0.607 4 R2=0.693 3
    W3 6 3 8.0~20.3 435~801 32~55 3.3~13.4 344~801 51~90 W=171.83H0.607 4 R2=0.693 3
    下载: 导出CSV
  • [1] MIALL A D. Architectural-element analysis: a new method of facies analysis applied to fluvial deposits[J]. Earth-Science Reviews, 1985, 22(4): 261-308. doi: 10.1016/0012-8252(85)90001-7
    [2] 陈建波, 舒晓, 汪跃, 等. 河流相储层层理构型建模方法及等效渗透率计算[J]. 复杂油气藏, 2023, 16(4): 420-426.

    CHEN Jianbo, SHU Xiao, WANG Yue, et al. Modeling method and equivalent permeability calculation of fluvial reservoir formation configuration[J]. Complex Hydrocarbon Reservoirs, 2023, 16(4): 420-426.
    [3] 李伟, 岳大力, 李健, 等. 基准面旋回控制的河流相储层差异构型模式: 以山西大同侏罗系露头为例[J]. 地球科学, 2022, 47(11): 3977-3988.

    LI Wei, YUE Dali, LI Jian, et al. Variable architecture models of fluvial reservoir controlled by base-level cycle: a case study of Jurassic outcrop in Datong Basin[J]. Earth Science, 2022, 47(11): 3977-3988.
    [4] 蔡振忠, 赵海涛, 王彭, 等. 考虑流固耦合作用的超深缝洞型碳酸盐岩储层连通性表征: 以塔里木盆地富满油田满深区块为例[J]. 地学前缘, 2024, 31(5): 301-312.

    CAI Zhenzhong, ZHAO Haitao, WANG Peng, et al. Characterization of connectivity in ultra-deep fractured-caveate reservoirs considering fluid-solid coupling: a case study of the Manfen block in the Fuman Oil Field of the Tarim Basin[J]. Earth Science Frontiers, 2024, 31(5): 301-312.
    [5] 龚伟, 张文文. 超深断控储集体储层连通性的地震描述方法[J]. 复杂油气藏, 2024, 17(2): 162-168.

    GONG Wei, ZHANG Wenwen. Seismic description method for reservoir connectivity of ultra-deep fault-controlled reservoirs[J]. Complex Hydrocarbon Reservoirs, 2024, 17(2): 162-168.
    [6] 吕志凯, 张建业, 张永宾, 等. 超深层裂缝性致密砂岩气藏储层连通性及开发启示: 以塔里木盆地库车坳陷克深2气藏为例[J]. 断块油气田, 2023, 30(1): 31-37.

    LV Zhikai, ZHANG Jianye, ZHANG Yongbin, et al. Reservoir connectivity of ultra-deep fractured tight sandstone gas reservoir and development enlightenment: taking Keshen 2 gas reservoir in Kuqa Depression of Tarim Basin as an example[J]. Fault-Block Oil & Gas Field, 2023, 30(1): 31-37.
    [7] 牟中海, 刘雪, 常琳, 等. 薄互层型沉积体储层构型建模[J]. 西南石油大学学报(自然科学版), 2020, 42(3): 1-12.

    MOU Zhonghai, LIU Xue, CHANG Lin, et al. Modeling of the reservoir architecture of thin interbedded deposits[J]. Journal of Southwest Petroleum University (Science & Technology Edition), 2020, 42(3): 1-12.
    [8] 王斌, 邱岐, 陆永潮, 等. 准噶尔盆地腹部上二叠统—下三叠统浅水辫状河三角洲沉积特征与模式[J]. 石油实验地质, 2023, 45(4): 606-619. doi: 10.11781/sysydz202304606

    WANG Bin, QIU Qi, LU Yongchao, et al. Sedimentary characteristics and sedimentary model of the Upper Permian-Lower Triassic shallow braided river delta in the hinterland of the Junggar Basin[J]. Petroleum Geology & Experiment, 2023, 45(4): 606-619. doi: 10.11781/sysydz202304606
    [9] 洪太元, 程喆, 许华明, 等. 四川盆地大中型气田形成的主控因素及勘探对策[J]. 石油实验地质, 2021, 43(3): 406-414. doi: 10.11781/sysydz202103406

    HONG Taiyuan, CHENG Zhe, XU Huaming, et al. Controlling factors and countermeasures for exploring large and medium-sized gas fields in Sichuan Basin[J]. Petroleum Geology & Experiment, 2021, 43(3): 406-414. doi: 10.11781/sysydz202103406
    [10] 胡光义, 王海峰, 范廷恩, 等. 海上油田河流相复合砂体构型级次解析[J]. 古地理学报, 2021, 23(4): 810-823.

    HU Guangyi, WANG Haifeng, FAN Ting'en, et al. Analysis of fluvial compound sand-body architecture hierarchy in offshore oil field[J]. Journal of Palaeogeography, 2021, 23(4): 810-823.
    [11] 范廷恩, 王海峰, 胡光义, 等. 河流相储层不连续界限及其对油田开发的影响[J]. 中国海上油气, 2021, 33(2): 96-105.

    FAN Tingen, WANG Haifeng, HU Guangyi, et al. Fluvial reservoir discontinuous boundary and its influence on oilfield development[J]. China Offshore Oil And Gas, 2021, 33(2): 96-105.
    [12] 李冰娥, 尹太举, 王杨君. 渤海海域稀井网条件下曲流河储层构型表征[J]. 大庆石油地质与开发, 2022, 41(2): 1-10.

    LI Bing'e, YIN Taiju, WANG Yangjun. Characterization of meandering-river reservoir architecture under sparse well pattern condition in Bohai Sea[J]. Petroleum Geology & Oilfield Development in Daqing, 2022, 41(2): 1-10.
    [13] 李茂, 朱绍鹏, 邹明生, 等. 涠西南凹陷复杂断块和隐蔽油气藏滚动勘探开发实践[J]. 中国海上油气, 2015, 27(4): 73-79.

    LI Mao, ZHU Shaopeng, ZOU Mingsheng, et al. Progressive exploration and development of complex fault-block and subtle reservoirs in Weixinan Sag[J]. China Offshore Oil and Gas, 2015, 27(4): 73-79.
    [14] 邓勇, 范彩伟, 胡德胜, 等. 北部湾盆地涠西南凹陷流沙港组二段下亚段页岩油储层非均质性特征[J]. 石油与天然气地质, 2023, 44(4): 923-936.

    DENG Yong, FAN Caiwei, HU Desheng, et al. Heterogeneity of shale oil reservoirs in the E2l2(1) in Weixinan Sag, Beibu Gulf Basin[J]. Oil & Gas Geology, 2023, 44(4): 923-936.
    [15] 陈奎. 海上勘探开发一体化技术研究及应用: 以北部湾盆地涠西南凹陷为例[J]. 石油学报, 2020, 41(1): 68-79.

    CHEN Kui. Research and application of integrated technology for offshore exploration and development: a case study of Weixi'nan Sag in the Beibuwan Basin[J]. Acta Petrolei Sinica, 2020, 41(1): 68-79.
    [16] 许月明, 袁丙龙, 张辉, 等. 北部湾盆地涠洲12-X油田涠洲组三段储层物性特征与影响因素[J]. 东北石油大学学报, 2020, 44(3): 46-56.

    XU Yueming, YUAN Binglong, ZHANG Hui, et al. Reservoir physical characteristics and influencing factors of the third member of Weizhou Formation in Weizhou 12-X Oilfield, Beibu Gulf Basin[J]. Journal of Northeast petroleum University, 2020, 44(3): 46-56.
    [17] 胡德胜, 孙文钊, 满晓, 等. 北部湾盆地涠西南凹陷涠洲组断裂—岩性复合圈闭发育模式与勘探实践[J]. 石油实验地质, 2024, 46(2): 215-227. doi: 10.11781/sysydz202402215

    HU Desheng, SUN Wenzhao, MAN Xiao, et al. Development model and exploration practice of fault-lithologic composite traps in Oligocene Weizhou Formation, Weixinan Sag, Beibuwan Basin[J]. Petroleum Geology & Experiment, 2024, 46(2): 215-227. doi: 10.11781/sysydz202402215
    [18] 陈奎, 李茂, 邹明生, 等. 涠西南凹陷涠洲组构造圈闭有效性定量评价技术及应用[J]. 石油学报, 2018, 39(12): 1370-1378.

    CHEN Kui, LI Mao, ZOU Mingsheng, et al. The validity quantitative evaluation technology and its application to structural trap in Weizhou Formation, Weixinan Sag[J]. Acta Petrolei Sinica, 2018, 39(12): 1370-1378.
    [19] 邓勇, 胡德胜, 朱继田, 等. 北部湾盆地油气成藏规律与勘探新领域、新类型、资源潜力[J]. 石油学报, 2024, 45(1): 202-225.

    DENG Yong, HU Desheng, ZHU Jitian, et al. Hydrocarbon accumulation regularities, new fields and new types of exploration, and resource potentials in Beibuwan Basin[J]. Acta Petrolei Sinica, 2024, 45(1): 202-225.
    [20] MIALL A D. The geology of fluvial deposits[M]. Berlin Heidelberg: Springer Verlag, 1996: 75-178.
    [21] 吴胜和, 纪友亮, 岳大力, 等. 碎屑沉积地质体构型分级方案探讨[J]. 高校地质学报, 2013, 19(1): 12-22.

    WU Shenghe, JI Youliang, YUE Dali, et al. Discussion on hierarchical scheme of architectural units in clasticdeposits[J]. Geological Journal of China Universities, 2013, 19(1): 12-22.
    [22] 韩雪芳, 颜冠山, 刘宗宾, 等. 基于单成因砂体的三角洲前缘油水运动规律: 以渤海湾盆地Z油田东营组二段下亚段为例[J]. 石油与天然气地质, 2017, 38(2): 241-247.

    HAN Xuefang, YAN Guanshan, LIU Zongbin, et al. Oil-water movement pattern based on research of delta front monogenetic sand: A case study from the E3d2L of Oilfield Z in the Bohai Bay Basin[J]. Oil & Gas Geology, 2017, 38(2): 241-247.
    [23] 张栋, 黄旭日, 范廷恩, 等. 稀疏井网地震分辨率以下复合砂体构型地震检测方法及应用[J]. 地球物理学报, 2022, 65(12): 4874-4886.

    ZHANG Dong, HUANG Xuri, FAN Ting'en, et al. Seismic detection method and application of composite sand body architecture below seismic resolution with sparse well spacing[J]. Chinese Journal of Geophysics, 2022, 65(12): 4874-4886.
    [24] 王任一. 基于生产动态数据的井间储层连通性识别方法[J]. 石油与天然气地质, 2019, 40(2): 443-450.

    WANG Renyi. An approach to recognize interwell reservoir connectivity based on production data[J]. Oil & Gas Geology, 2019, 40(2): 443-450.
    [25] 薛乐. 克拉玛依油田八道湾530井区生产规律及注采连通关系研究[D]. 北京: 中国石油大学(北京), 2019.

    XUE Le. Prestack Study on production rule and injection-production connectivity of well 530 in Badaowan Formation of Karamay Oilfield[D]. Beijing: China University of Petroleum (Beijing), 2019.
    [26] 兰朝利, 何顺利, 门成全. 利用岩心或露头的交错层组厚度预测辫状河河道带宽度: 以鄂尔多斯盆地苏里格气田为例[J]. 油气地质与采收率, 2005, 12(2): 16-18.

    LAN Chaoli, HE Shunli, MEN Chengquan. Prediction of braided channel belt width based on cross-stratum sets thickness measurements of cores or outcrops: taking Sulige Gas Field, Ordos Basin as an example[J]. Petroleum Geology and Recovery Efficiency, 2005, 12(2): 16-18.
    [27] 刘金库, 胡杨, 伍燚. 苏里格气田盒8段辫状河储集层构型空间展布[J]. 新疆石油地质, 2023, 44(2): 144-150.

    LIU Jinku, HU Yang, WU Yi. Spatial distribution of architectures of braided river reservoirs in He 8 member, Sulige Gas Field[J]. Xinjiang Petroleum Geology, 2023, 44(2): 144-150.
    [28] 曾晓华, 胡威, 肖大志, 等. 涠西南凹陷F油田流一段储层沉积微相及砂体连通性研究[J]. 复杂油气藏, 2023, 16(3): 293-300.

    ZENG Xiaohua, HU Wei, XIAO Dazhi, et al. Study on reservoir sedimentary microfacies and sand body connectivity of the first member of Liushagang Formation in F Oilfield of Weixinan Sag[J]. Comlex Hydrocarbon Reservoirs, 2023, 16(3): 293-300.
    [29] 潘婷婷, 蔡银涛, 葸晓宇, 等. 井间储层连通性分析技术在新疆油田的应用[J]. 石油地球物理勘探, 2022, 57(S2): 179-184.

    PAN Tingting, CAI Yintao, XI Xiaoyu, et al. Application of reservoir connectivity analysis technology between wells in Xinjiang Oilfield[J]. Oil Geophysical Prospecting, 2022, 57(S2): 179-184.
    [30] 梁孝柏, 鞠玮. 基于拓扑结构分析的断层连通性评价: 以川南泸州中区深层页岩气储层多级断层为例[J]. 油气藏评价与开发, 2024, 14(3): 446-457.

    LIANG Xiaobai, JU Wei. Fault connectivity evaluation based on topological structure analysis: a case study of multi-stage faults of deep shale gas reservoirs in central Luzhou block, southern Sichuan[J]. Petroleum Reservoir Evaluation and Development, 2024, 14(3): 446-457.
    [31] 韩成, 邓文彪, 陈力, 等. 北部湾盆地探井提速提效技术及应用[J]. 钻采工艺, 2024, 47(1): 170-174.

    HAN Cheng, DENG Wenbiao, CHEN Li, et al. Technology and application of increasing drilling speed and efficiency in Beibu Gulf Basin[J]. Drilling & Production Technology, 2024, 47(1): 170-174.
    [32] TENG Zhaoda, ZHU Peng, WANG Xingjian, et al. Characteristics and model of meandering-river-delta reservoir architecture of member Chang-6 in Fuxian area, Triassic Ordos Basin[J]. Unconventional Resources, 2024, 4: 100084.
    [33] 何辉, 刘畅, 李顺明, 等. 基于支持向量机算法的辫状河储层砂体连通性定量评价[J]. 中国石油大学学报(自然科学版), 2021, 45(2): 1-10.

    HE Hui, LIU Chang, LI Shunming, et al. Quantitative evaluation of sand body connectivity in braided river reservoirs based on support vector machine algorithm[J]. Journal of China University of Petroleum (Edition of Natural Science), 2021, 45(2): 1-10.
  • 加载中
图(13) / 表(3)
计量
  • 文章访问数:  19
  • HTML全文浏览量:  5
  • PDF下载量:  2
  • 被引次数: 0
出版历程
  • 收稿日期:  2024-11-04
  • 修回日期:  2025-04-06
  • 刊出日期:  2025-05-28

目录

    /

    返回文章
    返回