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Front tracking in modelling of latent heat thermal energy storage: Assessment of accuracy and efficiency, benchmarking and GPU-based acceleration

机译:潜热热能存储建模中的前沿跟踪:评估准确性和效率,基准测试和基于GPU的加速

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摘要

Computer simulations of phase change processes are of high importance in research and industry. The phase change of a material from solid to liquid and vice versa is commonplace in many technical applications from metal production to latent heat thermal energy storage. As for computer modelling, most investigators and engineers use well-known interface capturing methods because of their simplicity and straightforward implementation. However, these methods often suffer from lower computational accuracy. The paper investigates the use of the front tracking method which utilizes explicit tracking of the interface between the phases. The assessment of the computational accuracy shows that the front tracking method is about two orders of magnitude more accurate than interface capturing methods. The acceleration by means of the graphics processing units (GPUs) was utilized to enhance the computational efficiency of the front tracking method. The results demonstrate that the front tracking method and its GPU-based acceleration represent a powerful tool for fast and accurate modelling of phase change processes. (C) 2018 Elsevier Ltd. All rights reserved.
机译:相变过程的计算机模拟在研究和工业中非常重要。在从金属生产到潜热热能存储的许多技术应用中,材料从固态到液态的相变都很普遍,反之亦然。至于计算机建模,大多数研究人员和工程师都使用众所周知的界面捕获方法,因为它们简单易行。但是,这些方法经常遭受较低的计算精度。本文研究了前跟踪方法的使用,该方法利用了相之间接口的显式跟踪。对计算精度的评估表明,前端跟踪方法比接口捕获方法的精度高大约两个数量级。利用图形处理单元(GPU)的加速功能来提高前跟踪方法的计算效率。结果表明,前端跟踪方法及其基于GPU的加速度代表了用于快速准确建模相变过程的强大工具。 (C)2018 Elsevier Ltd.保留所有权利。

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