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基于多个等比例模型的超大规模阵列热性能预测线性外推方法。

Linear extrapolation method based on multiple equiproportional models for thermal performance prediction of ultra-large array.

出版信息

Opt Express. 2023 Apr 24;31(9):15118-15130. doi: 10.1364/OE.486394.

DOI:10.1364/OE.486394
PMID:37157360
Abstract

Strong demand for developing the photothermal (PT) and electrothermal devices with ultra-large array is increasing. Thermal performance prediction is vital to optimize the key properties of the devices with ultra-large array. Finite element method (FEM) provides a powerful numerical approach for solving complex thermophysics issues. However, for calculating the performance of devices with ultra-large array, it is very memory-consuming and time-consuming to build an equal scale three-dimensional (3D) FEM model. For an ultra-large periodic array irradiated with a local heating source, the use of periodic boundary conditions could lead to considerable errors. To solve this problem, a linear extrapolation method based on multiple equiproportional models (LEM-MEM) is proposed in this paper. The proposed method builds several reduced-size FEM models to carry out simulation and extrapolation, which avoids dealing with the ultra-large arrays directly and greatly reduces the computation consumption. To verify the accuracy of LEM-MEM, a PT transducer with beyond 4000 × 4000 pixels is proposed, fabricated, tested and compared with the prediction results. Four different pixel patterns are designed and fabricated to test their steady thermal properties. The experimental results demonstrate that LEM-MEM has great predictability, and the maximum percentage error of average temperature is within 5.22% in four different pixel patterns. In addition, the measured response time of the proposed PT transducer is within 2 ms. The proposed LEM-MEM not only provides design guidance for optimizing PT transducers, but is also very useful for other thermal engineering problems in ultra-large array that requires facile and efficient prediction strategy.

摘要

对开发具有超大阵列的光热 (PT) 和电热器件的强烈需求正在增加。热性能预测对于优化具有超大阵列的器件的关键特性至关重要。有限元法 (FEM) 为解决复杂的热物理问题提供了一种强大的数值方法。然而,对于计算具有超大阵列的器件的性能,构建等比例三维 (3D) FEM 模型非常耗费内存和时间。对于局部加热源照射的超大周期性阵列,使用周期性边界条件可能会导致相当大的误差。为了解决这个问题,本文提出了一种基于多个等比例模型的线性外推方法 (LEM-MEM)。该方法构建了几个缩小尺寸的 FEM 模型来进行模拟和外推,从而避免直接处理超大阵列,大大减少了计算消耗。为了验证 LEM-MEM 的准确性,提出了一种具有超过 4000×4000 像素的 PT 换能器,进行了制作、测试并与预测结果进行了比较。设计并制作了四种不同的像素图案来测试其稳态热性能。实验结果表明,LEM-MEM 具有很好的预测能力,在四种不同的像素图案中平均温度的最大百分比误差在 5.22%以内。此外,所提出的 PT 换能器的测量响应时间在 2ms 以内。所提出的 LEM-MEM 不仅为优化 PT 换能器提供了设计指导,而且对于其他需要简便高效预测策略的超大阵列热工程问题也非常有用。

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