A Multi-Stencil Fast Marching Method with Path Correction for Efficient Reservoir Simulation and Automated History Matching

TL;DR

This paper introduces an enhanced multi-stencil fast marching method with path correction for more accurate and efficient reservoir simulation, aiding automated history matching and production optimization.

Contribution

It develops an 8-stencil algorithm with local path correction for improved DTOF accuracy in reservoir simulation, extending standard FMM capabilities.

Findings

The proposed method improves DTOF accuracy in homogeneous and heterogeneous cases.

It demonstrates efficient forward simulation in automated history matching.

Validation on 2D and 6D cases confirms computational efficiency.

Abstract

The efficiency of reservoir simulation is important for automated history matching (AHM) and production optimization, etc. The fast marching marching method (FMM) has been used for efficient reservoir simulation. FMM can be regarded as a generalised streamline method but without the need to construct streamlines. In FMM reservoir simulation, the Eikonal equation for the diffusive time-of-flight (DTOF) is solved by FMM and then the governing equations are computed on the 1D DTOF coordinate. Standard FMM solves the Eikonal equation using a 4-stencil algorithm on 2D Cartesian grids, ignoring the diagonal neighbouring cells. In the current study, we build a 8-stencil algorithm considering all neighbouring cells, and use local analytical propagation speeds. In addition, a local path-correction coefficient is introduced to further increase the accuracy of DTOF solution. Next, a discretisation scheme is built on the 1D DTOF coordinate for efficient reservoir simulation. The algorithm is validated on homogeneous and heterogeneous test cases, and its potential for efficient forward simulation in AHM is demonstrated by two examples of dimensions 2 and 6.