Prediction and parameter optimization of depressurization productivity of natural gas hydrate reservoirs based on neural network

被引:0
|
作者
Li, Shuxia [1 ,2 ]
Yu, Xiao [1 ,2 ]
Wu, Fubo [3 ]
Hao, Yongmao [1 ,2 ]
机构
[1] Key Laboratory of Unconventional Oil & Gas Development, China University of Petroleum(East China)), Qingdao,266580, China
[2] School of Petroleum Engineering in China University of Petroleum (East China), Qingdao,266580, China
[3] South China Blue Sky Aviation Oil Company, Hubei Branch, Wuhan,430300, China
关键词
D O I
10.3969/j.issn.1673-5005.2023.01.009
中图分类号
学科分类号
摘要
34
引用
收藏
页码:89 / 97
相关论文
共 50 条
  • [1] Simulation of depressurization for gas production from gas hydrate reservoirs
    Hong, H
    Pooladi-Darvish, M
    [J]. JOURNAL OF CANADIAN PETROLEUM TECHNOLOGY, 2005, 44 (11): : 39 - 46
  • [2] Numerical simulation of natural gas hydrate productivity based on radial well fracturing combined with the depressurization method
    Hui, Chengyu
    Zhang, Yiqun
    Zhang, Panpan
    Wu, Xiaoya
    Li, Gensheng
    Huang, Haochen
    [J]. Natural Gas Industry, 2022, 42 (12) : 152 - 164
  • [3] Control mechanisms for gas hydrate production by depressurization in different scale hydrate reservoirs
    Tang, Liang-Guang
    Li, Xiao-Sen
    Feng, Zi-Ping
    Li, Gang
    Fan, Shuan-Shi
    [J]. ENERGY & FUELS, 2007, 21 (01) : 227 - 233
  • [4] Influence of horizontal well section length on the depressurization development effect of natural gas hydrate reservoirs
    Zhuo, Lubin
    Yu, Jing
    Zhang, Hongyuan
    Zhou, Cuiping
    [J]. Natural Gas Industry, 2021, 41 (05) : 153 - 160
  • [5] Influence of horizontal well section length on the depressurization development effect of natural gas hydrate reservoirs
    Zhuo Lubin
    Yu Jing
    Zhang Hongyuan
    Zhou Cuiping
    [J]. NATURAL GAS INDUSTRY B, 2021, 8 (05) : 505 - 513
  • [6] Fracture parameter optimization of tight sandstone gas reservoirs based on the hybrid optimization algorithm and deep neural network model
    Luo, Shangui
    Zhao, Yulong
    Xiao, Honglin
    Chen, Weihua
    He, Ge
    Zhang, Liehui
    Du, Cheng
    [J]. Natural Gas Industry, 2024, 44 (09) : 140 - 151
  • [7] The semi-analytical two-phase productivity model of natural gas hydrate by depressurization
    Hao YongMao
    Li XiaoZhou
    Li ShuXia
    Zeng Xuzhi
    Chen ZhiHao
    [J]. SCIENTIA SINICA-PHYSICA MECHANICA & ASTRONOMICA, 2020, 50 (06)
  • [8] Numerical simulation on depressurization production of natural gas hydrate
    Wang WenBo
    Liu Xiao
    Cui Wei
    Xiao JiaQi
    [J]. CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2021, 64 (06): : 2097 - 2107
  • [9] Numerical simulation on depressurization production of natural gas hydrate
    Wang, Wenbo
    Liu, Xiao
    Cui, Wei
    Xiao, Jiaqi
    [J]. Acta Geophysica Sinica, 2021, 64 (06): : 2097 - 2107
  • [10] Nonlinear elastic constitutive model of clayey sand reservoirs during depressurization exploitation of natural gas hydrate
    Chen, Huie
    Du, Hua
    Kong, Fansheng
    Shan, Wenchong
    [J]. MARINE GEORESOURCES & GEOTECHNOLOGY, 2024, 42 (07) : 868 - 877