The conceivable accuracy of experimental and numerical thermal analyses of electronic systems

C. Lasance
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引用次数: 62

Abstract

The past decade has seen significantly increased use of computational codes to calculate the thermal behaviour of electronic systems. The benefits of these virtual prototyping tools are undisputed when performing parametric studies in early design phases. However, when the objective of the calculation is accuracy, as required for reliability and performance assessments, discussion about the level of accuracy to expect in practice becomes far from trivial. A natural question is how accurate numerical simulations are when compared to well-designed experiments in prototypes or final products. Many studies show amazing agreement, the conclusion often being that 'validation of the numerical model' has been proven. These conclusions are subject to serious doubt. This paper discusses 'every' topic associated with a comparison between numerical and experimental results that is based on first principles, not on fitting parameters until the two results match. The final conclusion is inevitable: the situation when all computations at system level can be used for accurate temperature prediction is still a long way off. There are two reasons for this. The first is the lack of sufficiently accurate input parameters and boundary conditions. The second is the fact that several complex physical phenomena that rule the heat transfer behaviour of electronic systems concur with complex geometries. From a practical point of view, detailed analysis of reality cannot and will not be performed for a long time to come. Several suggestions of how to solve these problems are presented.
电子系统的实验和数值热分析的可想象的精度
在过去的十年中,计算代码在计算电子系统热行为方面的应用显著增加。当在早期设计阶段进行参数化研究时,这些虚拟原型工具的好处是无可争议的。然而,当计算的目标是准确性时,正如可靠性和性能评估所要求的那样,关于在实践中期望的准确性水平的讨论远非微不足道。一个自然的问题是,与原型或最终产品中精心设计的实验相比,数值模拟的准确性如何?许多研究显示出惊人的一致性,结论往往是“数值模型的验证”已经得到证实。这些结论值得严重怀疑。本文讨论了与数值和实验结果之间的比较相关的“每个”主题,这些比较是基于第一性原理,而不是基于拟合参数,直到两个结果匹配。最后的结论是不可避免的:所有的系统级计算都能用于精确的温度预测,这一局面还很遥远。这有两个原因。首先是缺乏足够精确的输入参数和边界条件。第二个是控制电子系统热传递行为的几个复杂物理现象与复杂几何形状一致的事实。从实际的角度来看,对现实的详细分析在今后很长一段时间内不能也不会进行。对如何解决这些问题提出了几点建议。
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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