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Optimization of heat source distribution for two-dimensional heat conduction using bionic method

机译:利用仿生方法优化二维热传导的热源分布

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摘要

The volume-to-point problem is a fundamental problem for electronic cooling. The existing studies mainly focus on the heat conduction optimization through designing the distribution of the high thermal conductivity material. Actually, the heat source distribution also affects the heat conduction performance significantly. In this paper, the heat source distribution optimizations in the two-dimensional volume-to-point and volume-to-boundary problems are studied. The Lagrange function is constructed for the optimization problem and variational principle is used to optimize the heat source distribution. The result shows that the heat source is located on boundaries for optimum when there is no constraint on the heat source intensity. For the situation of the heat sources with discretized size and finite intensity, the bionic optimization (BO) method is introduced to optimize the heat source layout. Further mathematical analysis is conducted to deduce the optimization criterion that the heat source is suggested to be located at the position with the lowest temperature during the process of BO. Three typical cases with various boundary conditions are used to verify the proposed method for distribution of heat sources with discretized size and finite intensity. Compared to random distribution and uniform distribution, bionic method can reduce the maximum temperature rise and improve the temperature uniformity of the solution effectively. The improvement ratios of the two indices are at least 23% and 54% averagely compared to the two other methods for each test case, respectively. Results of the cases with different calculation parameters are presented, through analyzing which the influences of the parameters on the performance of solutions by the bionic optimization are investigated. It is revealed that the heat source distribution affects the heat conduction process significantly, and the proposed bionic method is an effective method to optimize the heat source distribution and improve the heat conduction performance.
机译:体积对点问题是电子冷却的基本问题。现有的研究主要集中在通过设计高导热材料的分布来优化导热。实际上,热源分布也显着影响导热性能。本文研究了二维体积对点和体积对边界问题中的热源分配优化问题。针对最优化问题构造了拉格朗日函数,并使用变分原理来优化热源分布。结果表明,在不限制热源强度的情况下,热源位于最佳边界。针对热源尺寸离散且强度有限的情况,引入仿生优化(BO)方法优化热源布置。进行进一步的数学分析,得出优化的标准,即在BO过程中建议将热源放置在温度最低的位置。以三种典型情况和不同边界条件为例,验证了离散尺寸和有限强度的热源分配方法的有效性。与随机分布和均匀分布相比,仿生方法可以减少最大温升并有效提高溶液的温度均匀性。与每个测试案例的其他两种方法相比,这两项指标的改进率平均分别至少为23%和54%。给出了具有不同计算参数的情况的结果,通过分析,研究了参数的仿生优化对溶液性能的影响。结果表明,热源分布对导热过程有显着影响,仿生方法是一种优化热源分布,提高导热性能的有效方法。

著录项

  • 来源
  • 作者单位

    Key Laboratory of Enhanced Heat Transfer and Energy Conservation of the Ministry of Education, School of Chemistry and Chemical Engineering, South China University of Technology, Guangzhou 510640, Guangdong, PR China;

    Key Laboratory of Enhanced Heat Transfer and Energy Conservation of the Ministry of Education, School of Chemistry and Chemical Engineering, South China University of Technology, Guangzhou 510640, Guangdong, PR China;

    Department of Control Science and Engineering, Tongji University, Shanghai 201804, PR China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Volume-to-point; Heat source distribution; Heat conduction optimization; Bionic optimization;

    机译:体积到点;热源分布;导热优化;仿生优化;
  • 入库时间 2022-08-18 00:18:23

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