A high-order, high-efficiency adaptive time filter algorithm for shale reservoir model based on coupled fluid flow with porous media flow
In this paper, a third-order time adaptive algorithm with less computation, low complexity is provided for shale reservoir model based on coupled fluid flow with porous media flow. This algorithm combines a method of three-step linear time filters for simple post-processing and a second-order backward differential formula (BDF2), is third-order accurate in time, and provides no extra computational complexity. At the same time, the time filter method can also be used to damp non-physical oscillations inherent in the BDF2 method, ensuring stability. We prove the algorithm’s stability of the constant stepsize second-order backward differential formula plus time filter (BDF2-TF) and the third-order convergence properties of the fluid velocity u and hydraulic head ϕ in the L 2 norm. In numerical experiments, this adaptive algorithm automatically adjusts a time step in response to the varying characteristics of different models, ensuring that errors are maintained within acceptable limits. The algorithm addresses the issue that high-order algorithms may select inappropriate time steps, resulting in instability or reduced accuracy of a numerical solution, and thereby it enhances calculation accuracy and efficiency. We perform three-dimensional numerical tests to examine the BDF2-TF algorithm’s effectiveness, stability, and third-order convergence. Simultaneously, a simplified model is employed to simulate the process of shale oil extraction from reservoirs, further demonstrating the algorithm’s practical applicability. • In this paper, we propose a third-order adaptive second-order backward differential formula plus time filter algorithm for shale reservoir model based on coupled fluid flow with porous media flow. • Time adaptive algorithms automatically adjust step size based on the dynamic characteristics of solutions, thereby enhancing calculation accuracy and efficiency. • In theory, stability of the constant stepsize second-order backward differential formula plus time filter (BDF2-TF) and the third-order convergence properties of the fluid velocity u and hydraulic head ϕ in the L 2 norm has been proved. • In the numerical experiments, we use 3D examples to study the effectiveness, stability and convergence order of the third-order BDF2-TF algorithm. Additionally, a simplified model is employed to simulate the process of extracting shale oil from reservoirs.
Authors
- Yi Qin (ORCID: https://orcid.org/0000-0001-6621-4165)
- Zhangxin Chen (ORCID: https://orcid.org/0000-0002-9107-1925)
- Jian Li (ORCID: https://orcid.org/0000-0003-1357-3089)
- Lele Chen (ORCID: https://orcid.org/0000-0002-7073-0450)
Institutions
- Eastern Institute of Technology, Ningbo
- Shaanxi University of Science and Technology (CN)
Publication Details
- Journal
- Communications in Nonlinear Science and Numerical Simulation
- Published
- 2025-03-19
- DOI
- https://doi.org/10.1016/j.cnsns.2025.108771
- Citations
- 6
- Primary Topic
- Seismic Imaging and Inversion Techniques
- Type
- article
- Field-Weighted Citation Impact
- 11.20