使用CFD和DSMC的低密度内部和外部流量预测的准确性和性能评估
Surya Kiran Peravali1,2,3, Vahid Jafari2, Amit K Samanta3,4
1Professur für Strömungsmechaik, Helmut-Schmidt-Universität / Universität der Bundeswehr Hamburg, 22043 Hamburg, Germany.
概括
直接模拟蒙特卡罗 (DSMC) 和计算流体动力学 (CFD) 方法对稀释气体流进行了比较. 对于较低的Knudsen数,CFD更准确,而对于较高的Knudsen数,DSMC更准确,混合方法显示出潜力.
科学领域:
- 流体动力学 流体动力学
- 计算物理 计算物理
- 纳米技术 纳米技术
背景情况:
- 直接模拟蒙特卡洛 (DSMC) 是高Knudsen数流的标准.
- 经典计算流体动力学 (CFD) 为低Knudsen数 (<0.1) 首选,因为它的准确性和成本.
- 具有广泛的克努森数范围的稀释流在气溶纳米粒子成像中是相关的.
研究的目的:
- 分析稀释流的DSMC和CFD模拟优缺点.
- 评估两种方法的准确性,计算力度和能量消耗.
- 评估混合CFD-DSMC方法的可行性.
主要方法:
- 使用SPARTA软件进行DSMC模拟.
- 使用OpenFOAM软件进行了CFD模拟.
- 在喷嘴中模拟内部膨胀流和围绕圆的外部冲击产生流.
主要成果:
- 将模拟结果与实验数据进行比较.
- 每种方法的评估解决时间和能源消耗.
- 评估了混合CFD-DSMC方法的性能和潜力.
结论:
- 在较低的Knudsen数下,CFD提供了更好的准确性,而DSMC则适用于较高的Knudsen数.
- 混合方法为模拟复杂稀化流提供了一个有希望的方向.
- 该研究提供了根据流量条件和研究目标选择合适的模拟方法的见解.
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