A Multi-Scale Numerical Simulation Method Considering Anisotropic Relative Permeability

被引:1
|
作者
Wu, Li [1 ,2 ]
Wang, Junqiang [1 ]
Jia, Deli [2 ]
Zhang, Ruichao [1 ,3 ]
Zhang, Jiqun [2 ]
Yan, Yiqun [2 ]
Wang, Shuoliang [1 ]
机构
[1] China Univ Geosci Beijing, Sch Energy, Beijing 100083, Peoples R China
[2] PetroChina, Res Inst Petr Explorat & Dev, Beijing 100083, Peoples R China
[3] Shandong Inst Petr & Chem Technol, Dongying 257061, Peoples R China
基金
中国国家自然科学基金;
关键词
numerical simulation; oil-water black-oil model; improved multi-scale finite volume method; anisotropic relative permeability; FINITE-VOLUME METHOD; SMOOTHED BASIS METHOD; MULTIPHASE FLOW; OIL; IMPLEMENTATION; FORMULATION; SATURATION;
D O I
10.3390/pr12092058
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Most of the oil reservoirs in China are fluvial deposits with firm reservoir heterogeneity, where differences in fluid flow capacity in individual directions should not be ignored; however, the available commercial reservoir simulation software cannot consider the anisotropy of the relative permeability. To handle this challenge, this paper takes full advantage of the parallelism of the multi-scale finite volume (MsFV) method and establishes a multi-scale numerical simulation approach that incorporates the effects of reservoir anisotropy. The methodology is initiated by constructing an oil-water black-oil model considering the anisotropic relative permeability. Subsequently, the base model undergoes decoupling through a sequential solution, formulating the pressure and transport equations. Following this, a multi-scale grid system is configured, within which the pressure and transport equations are progressively developed in the fine-scale grid domain. Ultimately, the improved multi-scale finite volume (IMsFV) method is applied to mitigate low-frequency error in the coarse-scale grid, thereby enhancing computational efficiency. This paper introduces two primary innovations. The first is the development of a multi-scale solution method for the pressure equation incorporating anisotropic relative permeability. Validated using the Egg model, a comparative analysis with traditional numerical simulations demonstrates a significant improvement in computational speed without sacrificing accuracy. The second innovation involves applying the multi-scale framework to investigate the impact of anisotropy relative permeability on waterflooding performance, uncovering distinct mechanisms by which absolute and relative permeability anisotropy influence waterflooding outcomes. Therefore, the IMsFV method can be used as an effective tool for high-resolution simulation and precise residual oil prediction in anisotropic reservoirs.
引用
收藏
页数:27
相关论文
共 50 条
  • [1] Multi-scale numerical simulation of structuresbased on Arlequin method
    Qiao H.
    Chen W.-Q.
    Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science), 2010, 44 (12): : 2314 - 2319
  • [2] Multi-scale experimental and numerical simulation workflow of absolute permeability in heterogeneous carbonates
    Islam, Amina
    Faisal, Titly Farhana
    Chevalier, Sylvie
    Jouini, Mohamed Soufiane
    Sassi, Mohamed
    JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, 2019, 173 : 326 - 338
  • [3] Numerical Simulation of an Oil Cooler Based on Multi-Scale Method
    Su F.
    Feng W.
    Yuan X.
    1600, South China University of Technology (48): : 112 - 117
  • [4] An anisotropic multi-scale method for slipping dislocations
    Forghani, Saeed
    Khaji, Naser
    INTERNATIONAL JOURNAL OF PLASTICITY, 2022, 148
  • [5] A New Measurement of Anisotropic Relative Permeability and Its Application in Numerical Simulation
    Li, Congcong
    Wang, Shuoliang
    You, Qing
    Yu, Chunlei
    ENERGIES, 2021, 14 (16)
  • [6] NUMERICAL SIMULATION OF MULTI-SCALE FRACTURED RESERVOIR BASED ON CONNECTION ELEMENT METHOD
    Zhan W.
    Zhao H.
    Rao X.
    Liu W.
    Xu Y.
    Lixue Xuebao/Chinese Journal of Theoretical and Applied Mechanics, 2023, 55 (07): : 1570 - 1581
  • [7] NUMERICAL SIMULATION OF KNITTED FABRIC MATERIAL WITH MULTI-SCALE FINITE ELEMENT METHOD
    Li, Cu-Yu
    Zhang, Xiao-Tao
    PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-6, 2009, : 2123 - +
  • [8] The Pseudo-Direct Numerical Simulation method for multi-scale problems in mechanics
    Idelsohn, Sergio R.
    Gimenez, Juan M.
    Nigro, Norberto M.
    Onate, Eugenio
    COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2021, 380
  • [9] Experimental Measurements and Multi-Scale Modeling of the Relative Gas Permeability of a Caprock
    Bignonnet, Francois
    Duan, Zhibo
    Egermann, Patrick
    Jeannin, Laurent
    Skoczylas, Frederic
    OIL & GAS SCIENCE AND TECHNOLOGY-REVUE D IFP ENERGIES NOUVELLES, 2016, 71 (04):
  • [10] Numerical simulation and analysis of multi-scale cavitating flows
    Ghahramani, Ebrahim
    Strom, H.
    Bensow, R. E.
    JOURNAL OF FLUID MECHANICS, 2021, 922