论文标题

单相湍流中基于示踪剂的测量误差,具有不均匀屈光指标

Measurement error of tracer-based velocimetry in single-phase turbulent flows with inhomogeneous refractive indices

论文作者

Li, Huixin, Fischer, Andreas, Avila, Marc, Xu, Duo

论文摘要

不均匀的折射率场导致光流速度测量的错误。以前的研究主要是在准二维流中,将测量误差归因于折射率领域中的空间梯度,而对通常会在空间和时间变化的三维屈光指标领域的流动的关注较少。在这项研究中,射线追踪模拟是在三维流动中进行的,该流程来自两种流体的单相湍流混合的直接数值模拟。鉴于数值模拟的数据作为参考,射线示踪模拟用于量化基于示踪剂的速度计的流速和流动加速度的测量误差,即本研究中的粒子跟踪速度计。流速度和流动加速度的误差分别归因于折射率的空间和时空梯度,这些梯度分别是从流量特性中紧密遗传的。尽管主要的误差类型取决于所研究的流量,但所考虑的湍流流量的主要测量误差是由随机误差引起的。当折射率的最大空间差约为-6的功率约10时,相对随机测量误差的速度约为1%和加速度约为200%。当最大指数差约为0.01(水)时,对于本研究中考虑的流量,速度和加速度的相对随机测量误差分别为2000%和100,000%。

Inhomogeneous refractive index fields lead to errors in optical flow velocity measurements. Former respective studies are mostly in quasi two-dimensional flows, and attribute the measurement errors to spatial gradients in the refractive index field, while less attention has been paid to flows with three-dimensional refractive index fields which usually change in space and in time. In this study, ray tracing simulations were carried out in a three-dimensional flow, which is from a direct numerical simulation of single-phase turbulent mixing of two fluids. Given the data of the numerical simulation as reference, the ray tracing simulation is used to quantify the measurement errors of the flow velocity and flow acceleration for tracer-based velocimetry, i.e. particle tracking velocimetry in this study. The errors of both flow velocity and flow acceleration are attributed to the spatial and the spatio-temporal gradients of the refractive indices, respectively, which are closely inherited from flow characteristics. While the dominant type of error depends on the studied flow, the main measurement error for the considered turbulent mixing flow is caused by the random error. When the maximum spatial difference of the refractive indices is about 10 to the power of -6, the relative random measurement error is about 1 % in velocity and about 200 % in acceleration, respectively. When the maximum index difference is about 0.01 (water), the relative random measurement errors of velocity and acceleration are 2000 % and 100,000%, respectively, for the flow considered in this study.

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