Multilevel matrix-free preconditioner to solve linear systems associated with a the time-dependent SPN equations

A. Carreño, A. Vidal-Ferràndiz, D. Ginestar, G. Verdú
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Abstract

Inside a nuclear reactor core, the neutronic power distribution can be approximated by means of the multigroup time-dependent  simplified spherical harmonics equations. In particular, this work uses a formulation where the time derivatives of the even spherical harmonics moments are assumed equal to zero. This treatment yields to diffusive equations of order two that only depend on the position and time.For the spatial discretization of the equations, a continuous Galerkin high order finite element method is applied. In the time discretization, two sets of equations appear: one related to the neutron moments and the other related to the delayed neutron precursor concentrations. Moreover, these time differential equations are usually stiff. Thus, a semi-implicit time scheme must be proposed that needs to solve several linear systems in each time-step. And generally, these systems must be preconditioned.The main aim of this work is to speed up the convergence of the linear systems solver with a multilevel preconditioner that uses different levels of energy, spherical moments and degrees in the finite element method. Furthermore, the matrices that appear in this type of system are large and sparse. A matrix-free implementation is used to avoid the full assembly of the matrices. Therefore, the multilevel preconditioner must be applied by matrix-vector products.Different benchmark transients test these techniques. Numerical results show, in the comparison with classical methodologies, an improvement in terms of memory requested and time needed to obtain the solution.
求解线性系统中与时间相关的SPN方程的多阶无矩阵预调节器
在核反应堆堆芯内部,中子功率分布可以用多群随时间变化的简化球谐方程来近似描述。特别地,这项工作使用了一个公式,其中偶球谐波矩的时间导数被假设为零。这种处理产生了只依赖于位置和时间的二阶扩散方程。对于方程的空间离散,采用连续伽辽金高阶有限元法。在时间离散中,出现了两组方程:一组与中子矩有关,另一组与延迟中子前体浓度有关。此外,这些时间微分方程通常是刚性的。因此,必须提出一种半隐式时间格式,该格式需要在每个时间步长中求解多个线性系统。一般来说,这些系统必须是预先调节的。本文的主要目的是利用有限元法中不同能级、球矩和度的多级预条件加快线性系统解算器的收敛速度。此外,在这种类型的系统中出现的矩阵是大而稀疏的。使用无矩阵实现来避免矩阵的完全组装。因此,多级预调节器必须采用矩阵-向量乘积。不同的基准瞬态测试这些技术。数值结果表明,与经典方法相比,该方法在内存需求和求解时间上有了很大的提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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