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首页> 外文期刊>Journal of Computational Physics >Applications of the fast multipole fully coupled poroelastic displacement discontinuity method to hydraulic fracturing problems
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Applications of the fast multipole fully coupled poroelastic displacement discontinuity method to hydraulic fracturing problems

机译:快速多极完全耦合的多孔弹性位移不连续方法在水力压裂问题中的应用

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摘要

In this study, a fast multipole method (FMM) is used to decrease the computational time of a fully-coupled poroelastic hydraulic fracture model with a controllable effect on its accuracy. The hydraulic fracture model is based on the fully-coupled poroelastic formulation of the displacement discontinuity method (DDM) which is a special formulation of the boundary element method (BEM). DDM is a powerful and efficient method for problems involving fractures. However, this method involves the multiplication of a dense matrix with a vector in several places. Thus, the DMM algorithm slows down drastically as the number of elements increases, and even more so with the inclusion of necessary details such as poroelasticity, which makes the solution history-dependent. Rather, FMM is a technique to expedite matrix-vector multiplications, within a controllable error range, by approximating the far-range interactions without forming the matrix explicitly. In doi ng so, FMM offers a leverage in the computational efficiency by modifying the algorithm of the fully-coupled poroelastic displacement discontinuity method (PDMM) in two places. The first modification is in the time-marching scheme, which accounts for the solution of previous time steps to compute the current time step. The second modification is in the generalized minimal residual method (GMRES), where the unknowns are solved for iteratively.
机译:在该研究中,快速的多极方法(FMM)用于降低完全耦合的多孔弹性液压裂缝模型的计算时间,并对其精度进行可控的影响。液压断裂模型基于位移不连续方法(DDM)的完全耦合的孔弹性制剂,其是边界元素方法(BEM)的特殊配方。 DDM是一种强大而有效的方法,涉及裂缝的问题。然而,该方法涉及致密矩阵与若干地方的载体的乘法。因此,随着元件的数量增加,DMM算法随着元素的数量而增加,并且甚至包含必要的细节,例如Poro弹性,这使得解决方案历史依赖性。相反,FMM是一种在可控误差范围内加快矩阵矢量乘法的技术,通过近似远程相互作用而不明确地形成矩阵。在DOI NG中,FMM通过修改两个地方的完全耦合的多孔弹性位移不连续方法(PDMM)的算法来提供计算效率的杠杆。第一个修改是在进行时序方案中,该方案占对计算当前时间步长的前一时间步骤的解决方案。第二种修改是在广义最小的残留方法(GMRES)中,其中未知值迭代地解决。

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