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A Proper Orthogonal Decomposition Analysis Method for Multimedia Heat Conduction Problems

机译:多媒体热传导问题的正交分解方法

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摘要

In this paper, a new proper orthogonal decomposition (POD) analysis method is proposed for numerical analysis of thermal mechanical engineering problems consisting of multiple media. After the creation of a heat conduction solution database for each medium, the "snapshot" approach of the POD technique is applied to facilitate reduced-order modeling (ROM) of the unsteady heat conduction behavior. The snapshot matrix is constructed medium by medium by collecting individual medium solutions at different instances in time through a columnwise manner. By means of expressing physical variables in terms of reduced modes at the individual medium level, a system of differential equations with respect to time is formed by utilizing the consistency conditions of the physical variables on interface boundaries. The solutions of the problem can be obtained by solving the system of equations at different time stops. Two numerical examples are given to demonstrate the efficiency of the proposed method.
机译:本文提出了一种新的适当正交分解(POD)分析方法,用于对由多种介质组成的热力工程问题进行数值分析。在为每种介质创建热传导解决方案数据库之后,将采用POD技术的“快照”方法来简化非稳态热传导行为的降阶建模(ROM)。通过按列方式及时收集在不同情况下的各个介质解,可以逐个介质地构建快照矩阵。通过在各个介质级别以简化模式表示物理变量,利用界面边界上物理变量的一致性条件形成了一个关于时间的微分方程组。该问题的解决方案可以通过在不同时间停止处求解方程组来获得。给出了两个数值例子,说明了该方法的有效性。

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