A New Method for Building Porosity and Permeability Models of a Fractured Granite Basement Reservoir

被引：10
|
作者：
Nguyen, T. B. N. [1 ]
Bae, W. [1 ]
Nguyen, L. A. [2 ]
Dang, T. Q. C. [3 ]
机构：
[1] Sejong Univ, Dept Earth & Environm Sci, Seoul 143747, South Korea
[2] Vietsovpetro JV, Res & Engn Inst, Vung Tau City, Vietnam
[3] Univ Calgary, Dept Chem & Petr Engn, Calgary, AB T2N 1N4, Canada
来源：
PETROLEUM SCIENCE AND TECHNOLOGY | 2014年 / 32卷 / 15期
关键词：
ANN; fractured basement reservoirs; porosity and permeability models; seismic attributes; well log data; NEURAL-NETWORKS;
D O I：
10.1080/10916466.2010.551241
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
This paper presents the procedure and results of building porosity and permeability models for a fractured basement reservoir in offshore Vietnam by using Artificial Neural Network (ANN) method. ANN may help solve problems that conventional computing has not been successful with. Thus, ANN is a method, which could provide an accurate model for fractured basement reservoirs. Moreover, well log data combine seismic attributes to establish the property model. Well log data were used as the indicator to test the accuracy of the models. This study shows the 3D models of porosity and the permeability models.
引用
收藏
页码：1886 / 1897
页数：12
相关论文
共 50 条
  • [1] A New Method Revising Logging Permeability of Fractured Low-permeability Sand Reservoir
    Xue Yong-chao
    Cheng Lin-song
    [J]. FLOW IN POROUS MEDIA - FROM PHENOMENA TO ENGINEERING AND BEYOND, 2009, : 489 - 492
  • [2] Development of a dual-porosity model for «Bach Ho» fractured basement reservoir
    Ha, N.H.
    Bui, H.H.
    Nguyen, T.D.
    Le, N.S.
    Phan, N.T.
    [J]. SOCAR Proceedings, 2015, (04): : 12 - 20
  • [3] Method for calculation of porosity in fractured igneous rock reservoir
    Luo, L
    Yao, SX
    Xiong, FJ
    [J]. Proceedings of the World Engineers' Convention 2004, Vol F-A, Resources and Energy, 2004, : 392 - 396
  • [4] Dual Porosity and Dual Permeability Modeling of Horizontal Well in Naturally Fractured Reservoir
    Nie, Ren-Shi
    Meng, Ying-Feng
    Jia, Yong-Lu
    Zhang, Fu-Xiang
    Yang, Xiang-Tong
    Niu, Xin-Nian
    [J]. TRANSPORT IN POROUS MEDIA, 2012, 92 (01) : 213 - 235
  • [5] Dual Porosity and Dual Permeability Modeling of Horizontal Well in Naturally Fractured Reservoir
    Ren-Shi Nie
    Ying-Feng Meng
    Yong-Lu Jia
    Fu-Xiang Zhang
    Xiang-Tong Yang
    Xin-Nian Niu
    [J]. Transport in Porous Media, 2012, 92 : 213 - 235
  • [6] Liverpool Land Basement High, Greenland: visualising inputs for fractured crystalline basement reservoir models
    Banks, Graham
    Bernstein, Stefan
    Salehi, Sara
    Guarnieri, Pierpaolo
    Bird, Dennis
    Hamblett, Catherine
    Peacock, David
    Foster, Jon
    [J]. GEOLOGICAL SURVEY OF DENMARK AND GREENLAND BULLETIN, 2019, 43
  • [7] Intelligent Prediction of Porosity and Permeability from Well Logs for An Iranian Fractured Carbonate Reservoir
    Moghadam, J. Naseryan
    Salahshoor, K.
    Kharrat, R.
    [J]. PETROLEUM SCIENCE AND TECHNOLOGY, 2011, 29 (20) : 2095 - 2112
  • [8] A METHOD TO DETERMINE THE PERMEABILITY THICKNESS PRODUCT FOR A NATURALLY FRACTURED RESERVOIR
    DAPRAT, G
    RAMEY, HJ
    CINCOLEY, H
    [J]. JOURNAL OF PETROLEUM TECHNOLOGY, 1982, 34 (06): : 1364 - 1370
  • [9] Porosity calculation method of complex lithological fractured-porous reservoir
    Fan, Mingtao
    Shen, Quanyi
    Wu, Hui
    Luo, Li
    Liu, Ziping
    [J]. Tianranqi Gongye/Natural Gas Industry, 2005, 25 (05): : 29 - 30
  • [10] Integration of discrete fracture reconstruction and dual porosity/dual permeability models for gas production analysis in a deformable fractured shale reservoir
    Zhang, Qixing
    Hou, Bing
    Lin, Botao
    Liu, Xing
    Gao, Yanfang
    [J]. JOURNAL OF NATURAL GAS SCIENCE AND ENGINEERING, 2021, 93
12345