Wavelet Transforms for the Simulation of Flow Processes in Porous Geologic Media

被引:5
|
作者
Wang, Qiaoyiru [1 ]
Moridis, George J. [1 ,2 ]
Blasingame, Thomas A. [1 ]
机构
[1] Texas A&M Univ, Dept Petr Engn, College Stn, TX 77843 USA
[2] Lawrence Berkeley Natl Lab, Berkeley, CA 94720 USA
关键词
Wavelet transform; Multiresolution analysis; Numerical simulation; NUMERICAL-SOLUTION; GENERAL FRAMEWORK; GALERKIN METHOD; EQUATIONS; SYSTEMS; DECOMPOSITION; PERMEABILITY; RESERVOIRS; EVOLUTION;
D O I
10.1007/s11242-022-01888-z
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Wavelets are localized small waves that exhibit the characteristic oscillatory behavior of waves with an amplitude that declines rapidly to zero. Their properties include orthogonality or bi-orthogonality, a natural multiresolution and, often, compact support. These properties can be used to repeatedly rescale a signal or a function, decomposing it to a desirable level, and obtaining and preserving trend and detail data at all scales that allow re-composition of the original signal. The overall goal of this work is to create a set of wavelet-based (WB) numerical methods using different wavelet bases for application to the solution of the PDEs of interest to petroleum engineering, namely the solution of the PDEs of fluid flow through porous and fractured media. A particular emphasis of the study is in processes associated with ultra-low permeability media such as shale oil and shale gas reservoirs. To address the problem, we developed WTFS (wavelet transform flow simulator), a new flow simulator written in MATLAB that couples wavelet transform with a standard finite-difference scheme. In the current state of development, the WB numerical solution is verified against analytical solutions of 1D problems for liquid flow through porous media and is validated through comparisons to numerical solutions for problems of 2D and 3D flow through porous media obtained from a conventional numerical simulator. Article Highlights Derivation of a general approach that involves the use of different appropriate wavelet bases and the application of their multiresolution property to solve problems of single- and multi-phase flow through multidimensional porous media domains. Development of a compact MATLAB program that implements the WB solutions and which has been validated against analytical solutions and predictions from a conven-tional numerical reservoir simulator.
引用
收藏
页码:771 / 803
页数:33
相关论文
共 50 条
  • [41] Sources of uncertainty and error in the simulation of flow in porous media
    Glimm, James
    Hou, Shuling
    Lee, Yoon-Ha
    Sharp, David H.
    Ye, Kenny
    Computational and Applied Mathematics, 2004, 23 (2-3) : 109 - 120
  • [42] EFFICIENT SIMULATION OF FLOW AND TRANSPORT IN POROUS-MEDIA
    SAHIMI, M
    STAUFFER, D
    CHEMICAL ENGINEERING SCIENCE, 1991, 46 (09) : 2225 - 2233
  • [43] The simulation of the gas flow through the porous media and fences
    Kyncl, Martin
    Pelant, Jaroslav
    EXPERIMENTAL FLUID MECHANICS 2018 (EFM18), 2019, 213
  • [44] Large eddy simulation of turbulent flow in porous media
    Kuwahara, F
    Yamane, I
    Nakayama, A
    INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER, 2006, 33 (04) : 411 - 418
  • [45] Sources of uncertainty and error in the simulation of flow in porous media
    Glimm, James
    Hou, Shuling
    Lee, Yoon-Ha
    Sharp, David H.
    Ye, Kenny
    COMPUTATIONAL & APPLIED MATHEMATICS, 2004, 23 (2-3): : 109 - 120
  • [46] NUMERICAL SIMULATION OF FLOW THROUGH ABSORBING POROUS MEDIA PART 1: RIGID POROUS MEDIA
    Salokhe S.
    Rahmati M.
    Masoodi R.
    Entwhistle J.
    Journal of Porous Media, 2022, 25 (05): : 53 - 75
  • [47] NUMERICAL SIMULATION OF FLOW THROUGH ABSORBING POROUS MEDIA PART 1: RIGID POROUS MEDIA
    Salokhe, Shivam
    Rahmati, Mohammad
    Masoodi, Ryan
    Entwhistle, Jane
    JOURNAL OF POROUS MEDIA, 2022, 25 (05) : 53 - 75
  • [48] Power converters simulation via wavelet transforms
    Gandelli, A
    Marchi, S
    Monti, A
    Riva, M
    COM.P.EL. 98: 6TH WORKSHOP ON COMPUTER IN POWER ELECTRONICS, RECORD, 1998, : 101 - 106
  • [49] Simulation of filtrational gas combustion processes in nonhomogeneous porous media
    Laevsky Y.M.
    Yausheva L.V.
    Numer. Anal. Appl., 2009, 2 (140-153): : 140 - 153
  • [50] COUPLING SIMULATION OF SURFACE FLOW AND SUBSURFACE FLOW OVER POROUS MEDIA
    ZHANG PeiwenDepartment of Civil Engineering
    Journal of Hydrodynamics(SerB)., 2004, (03) : 283 - 289