用连续插值法和适当正交分解法对瞬态传热进行高效数值分析

N. Minh, Nguyen Thanh Nha, Truong Tich Thien, Bui Quoc Tinh
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引用次数: 2

摘要

连续插补技术作为传统有限元方法的一种增强工具被引入,以提供更高的精度解。此外,本文提出的连续插值有限元法(CFEM)得到的梯度场是光滑的,而不是像有限元法那样在节点间不连续。本文将该技术应用于瞬态传热问题的分析。为了提高时间效率,采用了一种模型缩减技术,即适当正交分解(POD)。其思想是将一个给定的大问题投射到一个可以更快地解决但仍保持所需精度的小问题中。通过数学运算确定投影的最佳POD基。将连续插值和适当的正交分解两种新技术相结合,既能保持CFEM数值解的优势,又能显著节省计算时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient numerical analysis of transient heat transfer by Consecutive-Interpolation and Proper Orthogonal Decomposition
The consecutive-interpolation technique has been introduced as a tool enhanced into traditional finite element procedure to provide higher accurate solution. Furthermore, the gradient fields obtained by the proposed approach, namely consecutive-interpolation finite element method (CFEM), are smooth, instead of being discontinuous across nodes as in FEM. In this paper, the technique is applied to analyze transient heat transfer problems. In order increase time efficiency, a model- reduction technique, namely the proper orthogonal decomposition (POD), is employed. The idea is that a given large-size problem is projected into a small-size one which can be solved faster but still maintain the required accuracy. The optimal POD basis for projection is determined by mathematical operations. With the combination of the two novel techniques, i.e. consecutive-interpolation and proper orthogonal decomposition, the advantages of numerical solution obtained by CFEM are expected to be maintained, while computational time can be significantly saved.
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