Lithology identification using graph neural network in continental shale oil reservoirs: A case study in Mahu Sag, Junggar Basin, Western China

被引：0
|
作者：
Lu, Guoqing [1 ,2 ]
Zeng, Lianbo [1 ,2 ,4 ]
Dong, Shaoqun [1 ,3 ]
Huang, Liliang [5 ]
Liu, Guoping [4 ]
Ostadhassan, Mehdi [6 ]
He, Wenjun [5 ]
Du, Xiaoyu [4 ]
Bao, Chengpeng [1 ,3 ]
机构：
[1] State Key Laboratory of Petroleum Resources and Prospecting, China University of Petroleum, Beijing,102249, China
[2] College of Geoscience, China University of Petroleum, Beijing,102249, China
[3] College of Science, China University of Petroleum, Beijing,102249, China
[4] Institute of Energy, Peking University, Beijing,100871, China
[5] PetroChina Xinjiang Oilfield Company, Xinjiang, Kalamay,834000, China
[6] Department of Petroleum Engineering, University of North Dakota, Grand Forks,ND,58202, United States
来源：
Marine and Petroleum Geology | 2023年 / 150卷
关键词：
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Backpropagation - Complex networks - Graphic methods - Learning systems - Lithology - Oil well logging - Petroleum reservoir engineering - Petroleum reservoirs - Support vector machines
引用
收藏
相关论文
共 50 条
  • [41] Prediction of favorable areas for oil accumulation in outer-source tight reservoirs under the control of lateral migration distance: A case study of the Baikouquan Formation, Mahu Sag, Junggar Basin, China
    Feng, Chong
    Zhang, Jingyuan
    Wang, Junwei
    Wang, Xiao
    Wang, Guoxiang
    Ma, Mingze
    Zhang, Yupeng
    INTERPRETATION-A JOURNAL OF SUBSURFACE CHARACTERIZATION, 2022, 10 (01): : T127 - T140
  • [42] Physical properties of lacustrine shale oil: A case study on the lower member of the Lucaogou Formation (Jimusaer Sag, Junggar Basin, NW China)
    Shiju, Liu
    Misch, David
    Gao, Gang
    Jin, Jun
    Gang, Wenzhe
    Yanjuan, Duan
    Wu, Xinsong
    Xiang, Baoli
    Wang, Ming
    Luo, Qingyong
    MARINE AND PETROLEUM GEOLOGY, 2022, 145
  • [43] Lake basin evolution from early to Middle Permian and origin of Triassic Baikouquan oil in the western margin of Mahu Sag, Junggar Basin, China: Evidence from geochemistry
    Xiao, Zhenglu
    Chen, Shijia
    Liu, Chaowei
    Lu, Zixing
    Zhu, Jiang
    Han, Meimei
    JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, 2021, 203
  • [44] Physical modeling of oil charging in tight reservoirs: A case study of Permian Lucaogou Formation in Jimsar Sag, Junggar Basin, NW China
    Zheng Min
    Li Jianzhong
    Wu Xiaozhi
    Li Peng
    Wang Wenguang
    Wang Shejiao
    Xie Hongbing
    PETROLEUM EXPLORATION AND DEVELOPMENT, 2016, 43 (02) : 241 - 250
  • [45] Physical modeling of oil charging in tight reservoirs: A case study of Permian Lucaogou Formation in Jimsar Sag, Junggar Basin, NW China
    Zheng M.
    Li J.
    Wu X.
    Li P.
    Wang W.
    Wang S.
    Xie H.
    1600, Science Press (43): : 219 - 227
  • [46] Characteristics of lacustrine dolomitic rock reservoir and accumulation of tight oil in the Permian Fengcheng Formation, the western slope of the Mahu Sag, Junggar Basin, NW China
    Zhang, Guoyin
    Wang, Zhizhang
    Guo, Xuguang
    Sun, Yanan
    Sun, Le
    Pan, Lu
    JOURNAL OF ASIAN EARTH SCIENCES, 2019, 178 : 64 - 80
  • [47] Characterization of pore size distributions of shale oil reservoirs: A case study from Dongying sag, Bohai Bay basin, China
    Zhang, Pengfei
    Lu, Shuangfang
    Li, Junqian
    MARINE AND PETROLEUM GEOLOGY, 2019, 100 : 297 - 308
  • [48] Study on Well Logging Technology for the Comprehensive Evaluation of the "Seven Properties" of Shale Oil Reservoirs-An Example of Shale Oil in the Lucaogou Formation in the Jimsar Sag, Junggar Basin
    Qi, Hongyan
    Su, Jing
    Hu, Xuan
    Ma, Aiyu
    Dong, Yuqing
    Li, Ang
    FRONTIERS IN EARTH SCIENCE, 2022, 9
  • [49] Fluid identification and tight oil layer classification for the southwestern Mahu Sag, Junggar Basin using NMR logging-based spectrum decomposition
    Wenbiao Huang
    Yibing Guo
    Jun Qin
    Zhongchen Ba
    Zongbin Zhang
    Luning Bai
    Heng Li
    Energy Geoscience, 2024, 5 (02) : 66 - 73
  • [50] Micro-occurrence characteristics and charging mechanism in continental shale oil from Lucaogou Formation in the Jimsar Sag, Junggar Basin, NW China
    Li, Jiasi
    Jin, Aimin
    Zhu, Rong
    Lou, Zhanghua
    PLOS ONE, 2024, 19 (02):
12345