Towards the estimation of wall shear stress in smoothed particle hydrodynamics

IF 2.8 3区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Sumanta Laha, Georgios Fourtakas, Prasanta Kumar Das, Amir Keshmiri
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引用次数: 0

Abstract

Over the past few decades, smoothed particle hydrodynamics (SPH) has emerged as an alternative computational fluid dynamics (CFD) technique, yet the estimation of wall shear stress lacks adequate standardisation. Wall shear stress is a critical metric in numerous applications, and hence, this is the focus of this paper. The present study proposes a novel SPH-based method for estimating wall shear stress using velocity data from the fluid particles adjacent to the wall. Wall shear stress is then calculated at the wall based on the wall shear stress data of the neighbouring fluid particles. For laminar flow, wall shear stress is estimated directly from velocity gradients, while for turbulent flow, the Smagorinsky large eddy simulation (LES) model with eddy viscosity is used. The results obtained from the model are rigorously validated against experimental, simulation and analytical data, confirming its effectiveness across different flow conditions. This validation highlights the reliability of the proposed model for fluid dynamics and bio-fluid mechanics research.

光滑颗粒流体力学中壁面剪应力的估计
在过去的几十年里,光滑颗粒流体力学(SPH)已经成为计算流体动力学(CFD)的一种替代技术,但壁面剪切应力的估计缺乏足够的标准化。墙体剪切应力是许多应用中的一个关键指标,因此,这是本文的重点。本研究提出了一种新的基于sph的方法,利用壁面附近流体颗粒的速度数据来估计壁面剪应力。然后根据邻近流体颗粒的壁面剪应力数据计算壁面剪应力。对于层流,直接从速度梯度估计壁面剪切应力,而对于湍流,则采用考虑涡流粘度的Smagorinsky大涡模拟(LES)模型。通过实验、仿真和分析数据对模型结果进行了严格验证,证实了该模型在不同流动条件下的有效性。这一验证突出了所提出的模型在流体动力学和生物流体力学研究中的可靠性。
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来源期刊
Computational Particle Mechanics
Computational Particle Mechanics Mathematics-Computational Mathematics
CiteScore
5.70
自引率
9.10%
发文量
75
期刊介绍: GENERAL OBJECTIVES: Computational Particle Mechanics (CPM) is a quarterly journal with the goal of publishing full-length original articles addressing the modeling and simulation of systems involving particles and particle methods. The goal is to enhance communication among researchers in the applied sciences who use "particles'''' in one form or another in their research. SPECIFIC OBJECTIVES: Particle-based materials and numerical methods have become wide-spread in the natural and applied sciences, engineering, biology. The term "particle methods/mechanics'''' has now come to imply several different things to researchers in the 21st century, including: (a) Particles as a physical unit in granular media, particulate flows, plasmas, swarms, etc., (b) Particles representing material phases in continua at the meso-, micro-and nano-scale and (c) Particles as a discretization unit in continua and discontinua in numerical methods such as Discrete Element Methods (DEM), Particle Finite Element Methods (PFEM), Molecular Dynamics (MD), and Smoothed Particle Hydrodynamics (SPH), to name a few.
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