Aerodynamics of turbulent flow over porous surfaces

多孔表面湍流的空气动力学

• 批准号: 2906099
• 金额: --
• 依托单位: University of Southampton
• 依托单位国家: 英国
• 项目类别: Studentship
• 财政年份: 2020
• 资助国家: 英国
• 起止时间: 2020 至 无数据
• 项目状态: 已结题
• 来源: https://gtr.ukri.org/projects?ref=studentship-2906099
• 关键词: Aerodynamics; turbulent; flow; over; porous

It is proposed to perform wind tunnel experiments using advanced flow diagnosticmethods to obtain high-fidelity experimental data, in order to implement deep learning algorithmsand develop new data driven RANS and LES models. This work would be a great improvementfrom the point of view of understanding turbulent flow over rough and porous surfaces, whichwould benefit greatly from this analytical capacity. Furthermore, applying advanced technologiesand demonstrating that they are useful in dealing with the most complex problems may be a trendthat many researchers will follow.

建议使用先进的流动诊断方法进行风洞实验，以获得高保真的实验数据，以实现深度学习算法并开发新的数据驱动RANS和LES模型。这项工作将是一个很大的进步，从理解粗糙和多孔表面上的湍流的角度来看，这将大大受益于这种分析能力。此外，应用先进的技术并证明它们在处理最复杂的问题时是有用的，这可能是许多研究人员将遵循的趋势。