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首页> 外文期刊>Journal of Computational Physics >A reduced-order variational multiscale interpolating element free Galerkin technique based on proper orthogonal decomposition for solving Navier-Stokes equations coupled with a heat transfer equation: Nonstationary incompressible Boussinesq equations
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A reduced-order variational multiscale interpolating element free Galerkin technique based on proper orthogonal decomposition for solving Navier-Stokes equations coupled with a heat transfer equation: Nonstationary incompressible Boussinesq equations

机译:基于适当正交分解的求解源正交分解的降低的变分模型内插元素,用于求解传热方程的Navier-Stokes方程:非间断的不可压缩Boussinesq方程

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In the recent decade, meshless methods have been handled for solving some PDEs due to their easiness. One of the most efficient meshless methods is the element free Galerkin (EFG) method. The test and trial functions of the EFG are based upon the special basis. Recently, some modifications have been developed to improve the EFG method. One of these improvements is the variational multiscale EFG (VMEFG) procedure. In the current article, the shape functions of interpolating moving least squares (IMLS) approximation are applied to the variational multiscale EFG technique to numerical study the NavierStokes equations coupled with a heat transfer equation such that this model is wellknown as two-dimensional nonstationary Boussinesq equations. In order to reduce the computational time of simulation, we employ a reduced order model (ROM) based on the proper orthogonal decomposition (POD) technique. In the current paper, we developed a new reduced order model based on the meshless numerical procedure for solving an important model in fluid mechanics. To illustrate the reduction in CPU time as well as the efficiency of the proposed method, we investigate two-dimensional cases. (C) 2020 Elsevier Inc. All rights reserved.
机译:近十年来,由于无网格方法的简单性,一些偏微分方程的求解一直采用无网格方法。最有效的无网格方法之一是无单元伽辽金(EFG)方法。EFG的测试和试验功能基于特殊基础。最近,人们对EFG方法进行了一些改进。其中一个改进是变分多尺度EFG(VMEFG)程序。本文将插值移动最小二乘(IMLS)近似的形状函数应用于变分多尺度EFG技术,对耦合传热方程的NavierStokes方程进行了数值研究,该模型被称为二维非平稳Boussinesq方程。为了减少仿真计算时间,我们采用了基于本征正交分解(POD)技术的降阶模型(ROM)。在本文中,我们基于无网格数值程序开发了一种新的降阶模型,用于求解流体力学中的一个重要模型。为了说明CPU时间的减少以及所提出方法的效率,我们研究了二维情况。(C) 2020爱思唯尔公司版权所有。

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