An application of FEA and machine learning for the prediction and optimisation of casing buckling and deformation responses in shale gas wells in an in-situ operation

被引:0
|
作者
Mohammed, Auwalu I. [1 ]
Bartlett, Mark [2 ]
Oyeneyin, Babs [3 ]
Kayvantash, Kambiz [4 ]
Njuguna, James [1 ]
机构
[1] Mohammed, Auwalu I.
[2] Bartlett, Mark
[3] Oyeneyin, Babs
[4] Kayvantash, Kambiz
[5] Njuguna, James
来源
Njuguna, James (j.njuguna@rgu.ac.uk) | 1600年 / Elsevier B.V.卷 / 95期
关键词
28;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 8 条
  • [1] An application of FEA and machine learning for the prediction and optimisation of casing buckling and deformation responses in shale gas wells in an in-situ operation
    Mohammed, Auwalu I.
    Bartlett, Mark
    Oyeneyin, Babs
    Kayvantash, Kambiz
    Njuguna, James
    JOURNAL OF NATURAL GAS SCIENCE AND ENGINEERING, 2021, 95
  • [2] Control factors and risk prediction of casing deformation in deep shale gas wells in southern Sichuan Basin
    Shen, Cheng
    Zeng, Bo
    Liu, Sha
    Xu, Yingjie
    Yao, Zhiguang
    UNCONVENTIONAL RESOURCES, 2024, 4
  • [3] A geomechanical approach to casing collapse prediction in oil and gas wells aided by machine learning
    Mohamadian, Nima
    Ghorbani, Hamzeh
    Wood, David A.
    Mehrad, Mohammad
    Davoodi, Shadfar
    Rashidi, Sina
    Soleimanian, Alireza
    Shahvand, Amirafzal Kiani
    JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, 2021, 196
  • [4] Application of Machine Learning for Shale Oil and Gas "Sweet Spots" Prediction
    Wang, Hongjun
    Guo, Zekun
    Kong, Xiangwen
    Zhang, Xinshun
    Wang, Ping
    Shan, Yunpeng
    ENERGIES, 2024, 17 (09)
  • [5] A Novel Shale Gas Production Prediction Model Based on Machine Learning and Its Application in Optimization of Multistage Fractured Horizontal Wells
    Wang, Huijun
    Qiao, Lu
    Lu, Shuangfang
    Chen, Fangwen
    Fang, Zhixiong
    He, Xipeng
    Zhang, Jun
    He, Taohua
    FRONTIERS IN EARTH SCIENCE, 2021, 9
  • [6] Prediction method and application of shale reservoirs core gas content based on machine learning
    Luo, Shiyi
    Xu, Tianji
    Wei, Shuijian
    JOURNAL OF APPLIED GEOPHYSICS, 2022, 204
  • [7] Prediction of shale gas horizontal wells productivity after volume fracturing using machine learning - an LSTM approach
    Chen, Xianchao
    Li, Jiang
    Gao, Ping
    Zhou, Jingchao
    PETROLEUM SCIENCE AND TECHNOLOGY, 2022, 40 (15) : 1861 - 1877
  • [8] Research Article Fracturing Productivity Prediction Model and Optimization of the Operation Parameters of Shale Gas Well Based on Machine Learning
    Tan, Chaodong
    Yang, Junzheng
    Cui, Mingyue
    Wu, Hua
    Wang, Chunqiu
    Deng, Hanwen
    Song, Wenrong
    LITHOSPHERE, 2021, 2021