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arXiv 2108.02254physics.flu-dyncs.NAmath.NA
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槽道湍流混合长度降阶模型长度尺度的数值研究

A Numerical Investigation of the Lengthscale in the Mixing-Length Reduced Order Model of the Turbulent Channel Flow

Changhong Mou, Elia Merzari, Omer San, Traian Iliescu

摘要:

在本文中,我们提出了一种新的降阶模型(ROM)的长度尺度的定义,是基于能量分布参数。这种新的ROM长度尺度是从根本上不同于目前的ROM长度尺度,这通常是基于尺寸参数。作为评估新的基于能量的ROM长度尺度的第一步,我们将其与$Re_τ = 395$的湍流槽道流的混合长度ROM(ML-ROM)模拟中的标准的基于尺寸的ROM长度尺度进行比较。数值研究表明,基于能量的ROM长度尺度产生一个显着更稳定的ML-ROM比基于尺寸的ROM长度尺度。新的能量为基础的长度尺度的定义,可以允许规模意识的降阶建模策略,更适合于特定于流的应用程序的发展。

英文摘要:

In this paper, we propose a novel reduced order model (ROM) lengthscale definition that is based on energy distribution arguments. This novel ROM lengthscale is fundamentally different from the current ROM lengthscales, which are generally based on dimensional arguments. As a first step in the assessment of the new, energy based ROM lengthscale, we compare it with a standard, dimensional based ROM lengthscale in the mixing-length ROM (ML-ROM) simulation of the turbulent channel flow at $Re_τ = 395$. The numerical investigation shows that the energy based ROM lengthscale yields a significantly more stable ML-ROM than the dimensional based ROM lengthscale. The new energy based lengthscale definition could allow the development of scale-aware reduced order modeling strategies that are better suited for flow-specific applications.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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