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A Parametric Kinetic Solver for Simulating Boundary-Dominated Turbulent Flow Phenomena
2023-12
发表期刊ACM TRANSACTIONS ON GRAPHICS (IF:7.8[JCR-2023],9.5[5-Year])
ISSN0730-0301
EISSN1557-7368
卷号42期号:6
发表状态已发表
DOI10.1145/3618313
摘要

  Boundary layer flow plays a very important role in shaping the entire flow feature near and behind obstacles inside fluids. Thus, boundary treatment methods are crucial for a physically consistent fluid simulation, especially when turbulence occurs at a high Reynolds number, in which accurately handling thin boundary layer becomes quite challenging. Traditional Navier-Stokes solvers usually construct multi-resolution body-fitted meshes to achieve high accuracy, often together with near-wall and sub-grid turbulence modeling. However, this could be time-consuming and computationally intensive even with GPU accelerations. An alternative and much faster approach is to switch to a kinetic solver, such as the lattice Boltzmann model, but boundary treatment has to be done in a cut-cell manner, sacrificing accuracy unless grid resolution is much increased. In this paper, we focus on simulating the boundary-dominated turbulent flow phenomena with an efficient kinetic solver. In order to significantly improve the cut-cell-based boundary treatment for higher accuracy without excessively increasing the simulation resolution, we propose a novel parametric boundary treatment model, including a semi-Lagrangian scheme at the wall for non-equilibrium distribution functions, together with a purely link-based near-wall analytical mesoscopic model by analogy with the macroscopic wall modeling approach, which is yet simple to compute. Such a new method is further extended to handle moving boundaries, showing increased accuracy. Comprehensive analyses are conducted, with a variety of simulation results that are both qualitatively and quantitatively validated with experiments and real life scenarios, and compared to existing methods, to indicate superiority of our method. We highlight that our method not only provides a more accurate way for boundary treatment, but also a valuable tool to control boundary layer behaviors. This has not been achieved and demonstrated before in computer graphics, which we believe will be very useful in practical engineering.

关键词Lattice Boltzmann Method Mesoscopic Wall Treatment Dynamic Moving Boundary
学科门类工学::计算机科学与技术(可授工学、理学学位)
URL查看原文
收录类别EI ; SCI
语种英语
资助项目National Natural Science Foundation of China[62072310]
WOS研究方向Computer Science
WOS类目Computer Science, Software Engineering
WOS记录号WOS:001139790400017
出版者Association for Computing Machinery
EI入藏号20235115230931
EI主题词Boundary layers
EI分类号443.1 Atmospheric Properties ; 631.1 Fluid Flow, General ; 641.1 Thermodynamics ; 708.3 Superconducting Materials ; 723.5 Computer Applications ; 921.2 Calculus ; 922.1 Probability Theory ; 931 Classical Physics ; Quantum Theory ; Relativity ; 931.1 Mechanics
原始文献类型Journal article (JA)
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文献类型期刊论文
条目标识符https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/331138
专题信息科学与技术学院_硕士生
信息科学与技术学院_PI研究组_刘晓培组
通讯作者Liu, Mengyun
作者单位
ShanghaiTech Univ, Shanghai, Peoples R China
第一作者单位上海科技大学
通讯作者单位上海科技大学
第一作者的第一单位上海科技大学
推荐引用方式
GB/T 7714
Liu, Mengyun,Liu, Xiaopei. A Parametric Kinetic Solver for Simulating Boundary-Dominated Turbulent Flow Phenomena[J]. ACM TRANSACTIONS ON GRAPHICS,2023,42(6).
APA Liu, Mengyun,&Liu, Xiaopei.(2023).A Parametric Kinetic Solver for Simulating Boundary-Dominated Turbulent Flow Phenomena.ACM TRANSACTIONS ON GRAPHICS,42(6).
MLA Liu, Mengyun,et al."A Parametric Kinetic Solver for Simulating Boundary-Dominated Turbulent Flow Phenomena".ACM TRANSACTIONS ON GRAPHICS 42.6(2023).
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