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Employment of an efficient particle tracking algorithm based on barycentric coordinates in hybrid finite‐volume/probability‐density‐function Monte Carlo methods 在有限体积/概率密度函数蒙特卡罗混合方法中采用基于重心坐标的高效粒子跟踪算法
IF 1.8 4区 工程技术 Q1 Mathematics Pub Date : 2024-02-13 DOI: 10.1002/fld.5263
M. B. Barezban, Masoud Darbandi
One main concern of this work is to develop an efficient particle‐tracking‐managing algorithm in the framework of a hybrid pressure‐based finite‐volume/probability‐density‐function (FV/PDF) Monte‐Carlo (MC) solution algorithm to extend the application of FV/PDF MC methods to absolutely incompressible flows and speedup the convergence rate of solving the fluctuating velocity‐turbulent frequency joint PDF equation in turbulent flow simulations. Contrary to the density‐based algorithms, the pressure‐based algorithms have stable convergence rates even in zero‐Mach number flows. As another contribution, literature shows that the past developed methods mostly used mesh searching techniques to attribute particles to cells at the beginning of each tracking time‐step. Also, they had to calculate the linear basis functions at every time‐step to estimate the particle mean fields and interpolate the data. These calculations would be computationally very expensive, time‐consuming, and inefficient in computational domains with arbitrary‐shaped 3D meshes. As known, the barycentric tracking is a continuous particle tracking method, which provides more efficiency in case of handling 3D domains with general mesh shapes. The barycentric tracking eliminates any mesh searching technique and readily provides the convenient linear basis functions. So, this work benefits from these advantages and tracks the particles based on their barycentric coordinates.  It leads to less computational work and a better efficiency for the present method. A bluff‐body turbulent flow case is examined to validate the present FV/PDF MC method. From the accuracy perspective, it is shown that the results of the present algorithm are in great agreement with experimental data and available numerical solutions. The present study shows that the number of particle time‐steps required to reach the statistically steady‐state condition is at least one‐sixth less than the previously developed algorithms. This also approves a faster convergence rate for the present hybrid pressure‐based algorithm.
这项工作的主要关注点之一是在基于压力的有限体积/概率密度函数(FV/PDF)混合蒙特卡洛(MC)求解算法框架内开发一种高效的粒子跟踪管理算法,以将 FV/PDF MC 方法的应用扩展到绝对不可压缩流,并加快湍流模拟中波动速度-湍流频率联合 PDF 方程求解的收敛速度。与基于密度的算法相反,基于压力的算法即使在零马赫数流动中也有稳定的收敛率。另一个贡献是,文献显示,过去开发的方法大多使用网格搜索技术,在每个跟踪时间步开始时将粒子归属到单元。此外,他们还必须在每个时间步计算线性基函数,以估计粒子平均场并对数据进行插值。在具有任意形状三维网格的计算域中,这些计算将非常昂贵、耗时和低效。众所周知,双曲跟踪是一种连续粒子跟踪方法,在处理具有一般网格形状的三维域时效率更高。双曲跟踪消除了任何网格搜索技术,并能提供方便的线性基函数。因此,这项工作得益于这些优势,并根据粒子的偏心坐标对其进行跟踪。 这使得本方法的计算工作量更少,效率更高。为了验证本 FV/PDF MC 方法,我们研究了一个崖体湍流案例。从精度角度来看,本算法的结果与实验数据和现有数值解非常一致。本研究表明,达到统计稳态条件所需的粒子时间步数比以前开发的算法至少少六分之一。这也证明本基于压力的混合算法收敛速度更快。
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引用次数: 0
Employment of an efficient particle tracking algorithm based on barycentric coordinates in hybrid finite-volume/probability-density-function Monte Carlo methods 在有限体积/概率密度函数蒙特卡罗混合方法中采用基于重心坐标的高效粒子跟踪算法
IF 1.8 4区 工程技术 Q1 Mathematics Pub Date : 2024-02-13 DOI: 10.1002/fld.5263
Mohamad Bagher Barezban, Masoud Darbandi

One main concern of this work is to develop an efficient particle-tracking-managing algorithm in the framework of a hybrid pressure-based finite-volume/probability-density-function (FV/PDF) Monte-Carlo (MC) solution algorithm to extend the application of FV/PDF MC methods to absolutely incompressible flows and speedup the convergence rate of solving the fluctuating velocity-turbulent frequency joint PDF equation in turbulent flow simulations. Contrary to the density-based algorithms, the pressure-based algorithms have stable convergence rates even in zero-Mach number flows. As another contribution, literature shows that the past developed methods mostly used mesh searching techniques to attribute particles to cells at the beginning of each tracking time-step. Also, they had to calculate the linear basis functions at every time-step to estimate the particle mean fields and interpolate the data. These calculations would be computationally very expensive, time-consuming, and inefficient in computational domains with arbitrary-shaped 3D meshes. As known, the barycentric tracking is a continuous particle tracking method, which provides more efficiency in case of handling 3D domains with general mesh shapes. The barycentric tracking eliminates any mesh searching technique and readily provides the convenient linear basis functions. So, this work benefits from these advantages and tracks the particles based on their barycentric coordinates.  It leads to less computational work and a better efficiency for the present method. A bluff-body turbulent flow case is examined to validate the present FV/PDF MC method. From the accuracy perspective, it is shown that the results of the present algorithm are in great agreement with experimental data and available numerical solutions. The present study shows that the number of particle time-steps required to reach the statistically steady-state condition is at least one-sixth less than the previously developed algorithms. This also approves a faster convergence rate for the present hybrid pressure-based algorithm.

这项工作的主要关注点之一是在基于压力的有限体积/概率密度函数(FV/PDF)混合蒙特卡洛(MC)求解算法框架内开发一种高效的粒子跟踪管理算法,以将 FV/PDF MC 方法的应用扩展到绝对不可压缩流,并加快湍流模拟中波动速度-湍流频率联合 PDF 方程求解的收敛速度。与基于密度的算法相反,基于压力的算法即使在零马赫数流动中也有稳定的收敛率。另一个贡献是,文献显示,过去开发的方法大多使用网格搜索技术,在每个跟踪时间步开始时将粒子归属到单元。此外,他们还必须在每个时间步计算线性基函数,以估计粒子平均场并对数据进行插值。在具有任意形状三维网格的计算域中,这些计算将非常昂贵、耗时和低效。众所周知,双曲跟踪是一种连续粒子跟踪方法,在处理具有一般网格形状的三维域时效率更高。双曲跟踪消除了任何网格搜索技术,并能提供方便的线性基函数。因此,这项工作得益于这些优势,并根据粒子的偏心坐标对其进行跟踪。 这使得本方法的计算工作量更少,效率更高。为了验证本 FV/PDF MC 方法,我们研究了一个崖体湍流案例。从精度角度来看,本算法的结果与实验数据和现有数值解非常一致。本研究表明,达到统计稳态条件所需的粒子时间步数比以前开发的算法至少少六分之一。这也证明本基于压力的混合算法收敛速度更快。
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引用次数: 0
Two- and three-dimensional multiphase mesh-free particle modeling of transitional landslide with μ(I) rheology 用μ(I)流变学建立过渡性滑坡的二维和三维多相无网格颗粒模型
IF 1.8 4区 工程技术 Q1 Mathematics Pub Date : 2024-02-12 DOI: 10.1002/fld.5274
Ehsan Jafari Nodoushan, Mohanna Tajnesaie, Ahmad Shakibaeinia

Landslides, which are the sources of most catastrophic natural disasters, can be subaerial (dry), submerged (underwater), or semi-submerged (transitional). Semi-submerged or transitional landslides occur when a subaerial landslide enters water and turns to submerged condition. Predicting the behavior of such a highly dynamic multi-phase granular flow system is challenging, mainly due to the water entry effects, such as wave impact and partial saturation (and resulted cohesion). The mesh-free particle methods, such as the moving particle semi-implicit (MPS) method, have proven their capabilities for the simulation of the highly dynamic multiphase systems. This study develops and evaluates a numerical model, based on the MPS particle method in combination with the μ(I) rheological model, to simulate the morphodynamic of the granular mass in semi-submerged landslides in two and three dimensions. An algorithm is developed to consider partial saturation (and resulting cohesion) during the water entry. Comparing the numerical results with the experimental measurements shows the ability of the proposed model to accurately reproduce the morphological evolution of the granular mass, especially at the moment of water entry.

山体滑坡是大多数灾难性自然灾害的根源,它可以是亚地面(干燥)、淹没(水下)或半淹没(过渡)山体滑坡。半淹没或过渡性滑坡发生在亚地面滑坡进入水中并转为淹没状态时。预测这种高动态多相颗粒流动系统的行为具有挑战性,这主要是由于水的进入效应,如波浪冲击和部分饱和(以及由此产生的内聚力)。无网格颗粒方法,如移动颗粒半隐式(MPS)方法,已证明其具有模拟高动态多相系统的能力。本研究以 MPS 粒子法为基础,结合 μ(I)流变模型,开发并评估了一个数值模型,用于模拟二维和三维半浸没式滑坡中颗粒质量的形态动力学。所开发的算法考虑了进水过程中的部分饱和(以及由此产生的内聚力)。将数值结果与实验测量结果进行比较后发现,所提出的模型能够准确地再现颗粒体的形态演变,尤其是在水进入的瞬间。
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引用次数: 0
Comment on the paper “an explicit‐implicit numerical scheme for time fractional boundary layer flows, International Journal for Numerical Methods in Fluids, 2022, 94:920–940” 对论文 "时间分数边界层流动的显隐数值方案,《流体数值方法国际期刊》,2022 年,94:920-940 "的评论
IF 1.8 4区 工程技术 Q1 Mathematics Pub Date : 2024-02-12 DOI: 10.1002/fld.5270
A. Pantokratoras
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引用次数: 0
A novel stabilized nodal integration formulation using particle finite element method for incompressible flow analysis 使用粒子有限元法进行不可压缩流动分析的新型稳定节点积分公式
IF 1.8 4区 工程技术 Q1 Mathematics Pub Date : 2024-02-12 DOI: 10.1002/fld.5271
Lu-Jia Yu, Yin-Fu Jin, Zhen-Yu Yin, Jian-Fei Chen

In simulations using the particle finite element method (PFEM) with node-based strain smoothing technique (NS-PFEM) to simulate the incompressible flow, spatial and temporal instabilities have been identified as crucial problems. Accordingly, this study presents a stabilized NS-PFEM-FIC formulation to simulate an incompressible fluid with free-surface flow. In the proposed approach, (1) stabilization is achieved by implementing the gradient strain field in place of the constant strain field over the smoothing domains, handling spatial and temporal instabilities in direct nodal integration; (2) the finite increment calculus (FIC) stabilization terms are added using nodal integration, and a three-step fractional step method is adopted to update pressures and velocities; and (3) a novel slip boundary with the predictor–corrector algorithm is developed to deal with the interaction between the free-surface flow with rigid walls, avoiding the pressure concentration induced by standard no-slip condition. The proposed stabilized NS-PFEM-FIC is validated via several classical numerical cases (hydrostatic test, water jet impinging, water dam break, and water dam break on a rigid obstacle). Comparisons of all simulations to the experimental results and other numerical solutions reveal good agreement, demonstrating the strong ability of the proposed stabilized NS-PFEM-FIC to solve incompressible free-surface flow with high accuracy and promising application prospects.

在使用基于节点应变平滑技术的粒子有限元法(PFEM)(NS-PFEM)模拟不可压缩流动时,空间和时间不稳定性被认为是关键问题。因此,本研究提出了一种稳定的 NS-PFEM-FIC 公式,用于模拟自由表面流动的不可压缩流体。在所提出的方法中,(1) 通过在平滑域上实施梯度应变场代替恒定应变场来实现稳定化,在直接节点积分中处理空间和时间不稳定性;(2) 使用节点积分添加有限增量微积分(FIC)稳定项,并采用三步分步法更新压力和速度;(3) 利用预测器-校正算法开发了一种新型滑移边界,用于处理自由表面流与刚性壁之间的相互作用,避免了标准无滑移条件引起的压力集中。所提出的稳定 NS-PFEM-FIC 通过几个经典的数值案例(静水试验、水射流冲击、水坝断裂和刚性障碍物上的水坝断裂)进行了验证。将所有模拟结果与实验结果及其他数值解进行比较,结果表明两者具有良好的一致性,这表明所提出的稳定化 NS-PFEM-FIC 能够高精度地求解不可压缩自由表面流,具有广阔的应用前景。
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引用次数: 0
Comment on the paper “an explicit-implicit numerical scheme for time fractional boundary layer flows, International Journal for Numerical Methods in Fluids, 2022, 94:920–940” 对论文 "时间分数边界层流动的显隐数值方案,《流体数值方法国际期刊》,2022 年,94:920-940 "的评论
IF 1.8 4区 工程技术 Q1 Mathematics Pub Date : 2024-02-12 DOI: 10.1002/fld.5270
Asterios Pantokratoras
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引用次数: 0
A novel stabilized nodal integration formulation using particle finite element method for incompressible flow analysis 使用粒子有限元法进行不可压缩流动分析的新型稳定节点积分公式
IF 1.8 4区 工程技术 Q1 Mathematics Pub Date : 2024-02-12 DOI: 10.1002/fld.5271
Lu‐Jia Yu, Yin‐Fu Jin, Zhen-Yu Yin, Jian‐Fei Chen
In simulations using the particle finite element method (PFEM) with node‐based strain smoothing technique (NS‐PFEM) to simulate the incompressible flow, spatial and temporal instabilities have been identified as crucial problems. Accordingly, this study presents a stabilized NS‐PFEM‐FIC formulation to simulate an incompressible fluid with free‐surface flow. In the proposed approach, (1) stabilization is achieved by implementing the gradient strain field in place of the constant strain field over the smoothing domains, handling spatial and temporal instabilities in direct nodal integration; (2) the finite increment calculus (FIC) stabilization terms are added using nodal integration, and a three‐step fractional step method is adopted to update pressures and velocities; and (3) a novel slip boundary with the predictor–corrector algorithm is developed to deal with the interaction between the free‐surface flow with rigid walls, avoiding the pressure concentration induced by standard no‐slip condition. The proposed stabilized NS‐PFEM‐FIC is validated via several classical numerical cases (hydrostatic test, water jet impinging, water dam break, and water dam break on a rigid obstacle). Comparisons of all simulations to the experimental results and other numerical solutions reveal good agreement, demonstrating the strong ability of the proposed stabilized NS‐PFEM‐FIC to solve incompressible free‐surface flow with high accuracy and promising application prospects.
在使用基于节点应变平滑技术的粒子有限元法(PFEM)(NS-PFEM)模拟不可压缩流动时,空间和时间不稳定性被认为是关键问题。因此,本研究提出了一种稳定的 NS-PFEM-FIC 公式,用于模拟自由表面流动的不可压缩流体。在所提出的方法中,(1) 通过在平滑域上实施梯度应变场代替恒定应变场来实现稳定化,在直接节点积分中处理空间和时间不稳定性;(2) 使用节点积分添加有限增量微积分(FIC)稳定项,并采用三步分步法更新压力和速度;(3) 利用预测器-校正算法开发了一种新型滑移边界,用于处理自由表面流与刚性壁之间的相互作用,避免了标准无滑移条件引起的压力集中。所提出的稳定 NS-PFEM-FIC 通过几个经典的数值案例(静水试验、水射流冲击、水坝断裂和刚性障碍物上的水坝断裂)进行了验证。将所有模拟结果与实验结果和其他数值解进行比较,结果表明两者具有良好的一致性,这表明所提出的稳定化 NS-PFEM-FIC 能够高精度地求解不可压缩自由表面流,具有广阔的应用前景。
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引用次数: 0
Two‐ and three‐dimensional multiphase mesh‐free particle modeling of transitional landslide with μ(I) rheology 用μ(I)流变学建立过渡性滑坡的二维和三维多相无网格颗粒模型
IF 1.8 4区 工程技术 Q1 Mathematics Pub Date : 2024-02-12 DOI: 10.1002/fld.5274
Ehsan Jafari Nodoushan, M. Tajnesaie, Ahmad Shakibaeinia
Landslides, which are the sources of most catastrophic natural disasters, can be subaerial (dry), submerged (underwater), or semi‐submerged (transitional). Semi‐submerged or transitional landslides occur when a subaerial landslide enters water and turns to submerged condition. Predicting the behavior of such a highly dynamic multi‐phase granular flow system is challenging, mainly due to the water entry effects, such as wave impact and partial saturation (and resulted cohesion). The mesh‐free particle methods, such as the moving particle semi‐implicit (MPS) method, have proven their capabilities for the simulation of the highly dynamic multiphase systems. This study develops and evaluates a numerical model, based on the MPS particle method in combination with the μ(I) rheological model, to simulate the morphodynamic of the granular mass in semi‐submerged landslides in two and three dimensions. An algorithm is developed to consider partial saturation (and resulting cohesion) during the water entry. Comparing the numerical results with the experimental measurements shows the ability of the proposed model to accurately reproduce the morphological evolution of the granular mass, especially at the moment of water entry.
山体滑坡是大多数灾难性自然灾害的根源,它可以是亚地面(干燥)、淹没(水下)或半淹没(过渡)山体滑坡。半淹没或过渡性滑坡发生在亚地面滑坡进入水中并转为淹没状态时。预测这种高动态多相颗粒流动系统的行为具有挑战性,这主要是由于水的进入效应,如波浪冲击和部分饱和(以及由此产生的内聚力)。无网格颗粒方法,如移动颗粒半隐式(MPS)方法,已证明其具有模拟高动态多相系统的能力。本研究以 MPS 粒子法为基础,结合 μ(I)流变模型,开发并评估了一个数值模型,用于模拟二维和三维半浸没式滑坡中颗粒质量的形态动力学。所开发的算法考虑了进水过程中的部分饱和(以及由此产生的内聚力)。将数值结果与实验测量结果进行比较后发现,所提出的模型能够准确地再现颗粒体的形态演变,尤其是在水进入的瞬间。
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引用次数: 0
Moving least‐squares aided finite element method: A powerful means to predict flow fields in the presence of a solid part 移动最小二乘辅助有限元法:预测存在固体部分的流场的有力手段
IF 1.8 4区 工程技术 Q1 Mathematics Pub Date : 2024-02-11 DOI: 10.1002/fld.5261
M. Mostafaiyan, S. Wiessner, G. Heinrich
With the assistance of the moving least‐squares (MLS) interpolation functions, a two‐dimensional finite element code is developed to consider the effects of a stationary or moving solid body in a flow domain. At the same time, the mesh or grid is independent of the shape of the solid body. We achieve this goal in two steps. In the first step, we use MLS interpolants to enhance the pressure (P) and velocity (V) shape functions. By this means, we capture different discontinuities in a flow domain. In our previous publications, we have named this technique the PVMLS method (pressure and velocity shape functions enhanced by the MLS interpolants) and described it thoroughly. In the second step, we modify the PVMLS method (the M‐PVMLS method) to consider the effect of a solid part(s) in a flow domain. To evaluate the new method's performance, we compare the results of the M‐PVMLS method with a finite element code that uses boundary‐fitted meshes.
在移动最小二乘(MLS)插值函数的帮助下,开发了一种二维有限元代码,用于考虑流动域中静止或移动固体体的影响。同时,网格或网格与固体体的形状无关。我们分两步实现这一目标。第一步,我们使用 MLS 插值来增强压力 (P) 和速度 (V) 的形状函数。通过这种方法,我们可以捕捉到流域中的不同不连续性。在我们之前的出版物中,我们将这种技术命名为 PVMLS 方法(通过 MLS 插值增强压力和速度形状函数),并对其进行了详细描述。第二步,我们修改了 PVMLS 方法(M-PVMLS 方法),以考虑流域中固体部分的影响。为了评估新方法的性能,我们将 M-PVMLS 方法的结果与使用边界拟合网格的有限元代码进行了比较。
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引用次数: 0
Moving least-squares aided finite element method: A powerful means to predict flow fields in the presence of a solid part 移动最小二乘辅助有限元法:预测存在固体部分的流场的有力手段
IF 1.8 4区 工程技术 Q1 Mathematics Pub Date : 2024-02-11 DOI: 10.1002/fld.5261
Mehdi Mostafaiyan, Sven Wießner, Gert Heinrich

With the assistance of the moving least-squares (MLS) interpolation functions, a two-dimensional finite element code is developed to consider the effects of a stationary or moving solid body in a flow domain. At the same time, the mesh or grid is independent of the shape of the solid body. We achieve this goal in two steps. In the first step, we use MLS interpolants to enhance the pressure (P) and velocity (V) shape functions. By this means, we capture different discontinuities in a flow domain. In our previous publications, we have named this technique the PVMLS method (pressure and velocity shape functions enhanced by the MLS interpolants) and described it thoroughly. In the second step, we modify the PVMLS method (the M-PVMLS method) to consider the effect of a solid part(s) in a flow domain. To evaluate the new method's performance, we compare the results of the M-PVMLS method with a finite element code that uses boundary-fitted meshes.

在移动最小二乘(MLS)插值函数的帮助下,开发了一种二维有限元代码,用于考虑流动域中静止或移动固体体的影响。同时,网格或网格与固体体的形状无关。我们分两步实现这一目标。第一步,我们使用 MLS 插值来增强压力 (P) 和速度 (V) 的形状函数。通过这种方法,我们可以捕捉到流域中的不同不连续性。在我们之前的出版物中,我们将这种技术命名为 PVMLS 方法(通过 MLS 插值增强压力和速度形状函数),并对其进行了详细描述。第二步,我们修改了 PVMLS 方法(M-PVMLS 方法),以考虑流域中固体部分的影响。为了评估新方法的性能,我们将 M-PVMLS 方法的结果与使用边界拟合网格的有限元代码进行了比较。
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引用次数: 0
期刊
International Journal for Numerical Methods in Fluids
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