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A Sequential Approach to Numerical Simulations of Solidification with Domain and Time Decomposition

机译:域和时间分解凝固数值模拟的顺序方法

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摘要

Progress in computational methods has been stimulated by the widespread availability of cheap computational power leading to the improved precision and efficiency of simulation software. Simulation tools become indispensable tools for engineers who are interested in attacking increasingly larger problems or are interested in searching larger phase space of process and system variables to find the optimal design. In this paper, we show and introduce a new approach to a computational method that involves mixed time stepping scheme and allows to decrease computational cost. Implementation of our algorithm does not require a parallel computing environment. Our strategy splits domains of a dynamically changing physical phenomena and allows to adjust the numerical model to various sub-domains. We are the first (to our best knowledge) to show that it is possible to use a mixed time partitioning method with various combination of schemes during binary alloys solidification. In particular, we use a fixed time step in one domain, and look for much larger time steps in other domains, while maintaining high accuracy. Our method is independent of a number of domains considered, comparing to traditional methods where only two domains were considered. Mixed time partitioning methods are of high importance here, because of natural separation of domain types. Typically all important physical phenomena occur in the casting and are of high computational cost, while in the mold domains less dynamic processes are observed and consequently larger time step can be chosen. Finally, we performed series of numerical experiments and demonstrate that our approach allows reducing computational time by more than three times without losing the significant precision of results and without parallel computing.
机译:廉价计算能力的广泛可用性导致仿真软件的精度和效率提高了计算方法的进展。仿真工具对于有兴趣攻击越来越大的问题的工程师来说是不可或缺的工具,或者有兴趣搜索更大的过程和系统变量的较大相位空间,以找到最佳设计。在本文中,我们向涉及混合时间踩踏方案的计算方法显示并引入一种新方法,并允许降低计算成本。我们算法的实现不需要并行计算环境。我们的策略拆分了动态变化的物理现象的域,并允许将数值模型调整为各种子域。我们是第一个(达到最佳知识),以表明在二元合金凝固过程中可以使用具有各种方案的各种方案的混合时间分区方法。特别是,我们在一个域中使用固定的时间步长,并在其他域中查找更大的时间步长,同时保持高精度。我们的方法与许多考虑的域无关,与传统方法相比,只考虑了两个域。混合时间分区方法在此具有很高的重要性,因为域类型的自然分离。通常,所有重要的物理现象发生在铸造中并且具有高计算成本,而在模具域中观察到的动态过程较少,因此可以选择更大的时间步骤。最后,我们进行了一系列数值实验,并证明我们的方法允许在不损失结果的显着精度和不平行计算的情况下降低计算时间超过三次。

著录项

  • 作者

    Elzbieta Gawronska;

  • 作者单位
  • 年度 2019
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  • 原文格式 PDF
  • 正文语种 eng
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