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一种用于瞬态热传导数值模拟的封闭盒式核函数。

A closed-box kernel function for numerical simulation of transient heat conduction.

作者信息

Zhang Yalong, Yang Jun, Zhang Xinjiang, Yu Wei, Li Xuemei, Qin Bentao

机构信息

College of Electrical and Information Engineering, Quzhou University, Quzhou, 324000, China.

Ferrotec (zhejiang) Quartz Technology Co.,Ltd, Quzhou, 324200, China.

出版信息

Sci Rep. 2024 Dec 28;14(1):31208. doi: 10.1038/s41598-024-82468-7.

Abstract

A new kernel function, termed the closed-box kernel function, has been developed to address numerical simulation of transient heat conduction in the same medium. Firstly, this method is versatile and not limited to specific industrial scenarios or designated materials. Secondly, the method solves the spatial temperature at each time point only once, eliminating the need for multiple iterations. Thirdly, the method allows for controlled and adjustable simulation speed of heat conduction while maintaining high accuracy. After 24,700 iterations in the transient process, the relative error in temperature values is merely 0.000072. Fourthly, this numerical technique can break data dependency between spatial nodes, making it suitable for parallel computing with Graphics Processing Units (GPUs). The average speedup achieved is 94.0712 times faster compared to Central Processing Unit (CPU) computations. Finally, we provide mathematical examples to verify the correctness and accuracy of this numerical approach and present a computational framework for parallel computing in the Visual Studio (VS) programming environment to demonstrate its practicality in engineering applications.

摘要

一种名为闭盒核函数的新核函数已被开发出来,用于解决同一介质中瞬态热传导的数值模拟问题。首先,该方法具有通用性,不限于特定的工业场景或指定的材料。其次,该方法在每个时间点仅求解一次空间温度,无需多次迭代。第三,该方法在保持高精度的同时,能够控制和调节热传导的模拟速度。在瞬态过程中经过24700次迭代后,温度值的相对误差仅为0.000072。第四,这种数值技术可以打破空间节点之间的数据依赖性,使其适用于使用图形处理单元(GPU)进行并行计算。与中央处理器(CPU)计算相比,平均加速比达到了快94.0712倍。最后,我们提供数学示例来验证这种数值方法的正确性和准确性,并在Visual Studio(VS)编程环境中展示了一个用于并行计算的计算框架,以证明其在工程应用中的实用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/620e/11682370/3b991ad1bdfd/41598_2024_82468_Fig1_HTML.jpg

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