论文标题

基于成像的3D粒子跟踪系统,用于大气流中粒子动力学的现场表征

Imaging-based 3D Particle Tracking System for Field Characterization of Particle Dynamics in Atmospheric Flows

论文作者

Bristow, Nathaniel, Li, Jiaqi, Hartford, Peter, Guala, Michele, Hong, Jiarong

论文摘要

提出了粒子跟踪速度计的设备,该设备能够在自然降雪事件期间测量大体积(数米)的三维粒子轨迹。旨在理解大气流中雪的运动运动学的野外实验是在2021/2022冬季使用此设备进行的,我们从中显示了初步结果。该方法的概述,其中提供了基于无人机的校准方法,并对精选数据集进行了分析,以证明系统在大气流中研究惯性粒子动力学的功能。使用模块化摄像头阵列,专门用于处理降雪过程中现场部署的挑战。使用无人机靶靶的同步成像来校准该成像系统,以在大约4 m x 4 m x 6 m的体积内启用以10 m高出地面为中心的测量值。使用测量的拉格朗日粒子轨迹我们提供了有关3D轨迹曲率和加速统计的数据,以及使用Voronoi分析的聚类行为。在与其他惯性颗粒的应用中讨论了这种系统的局限性以及潜在的未来发展。

A particle tracking velocimetry apparatus is presented that is capable of measuring three-dimensional particle trajectories across large volumes, of the order of several meters, during natural snowfall events. Field experiments, aimed at understanding snow settling kinematics in atmospheric flows, were conducted during the 2021/2022 winter season using this apparatus, from which we show preliminary results. An overview of the methodology, wherein we use a UAV-based calibration method, is provided, and analysis is conducted of a select dataset to demonstrate the capabilities of the system for studying inertial particle dynamics in atmospheric flows. A modular camera array is used, designed specifically for handling the challenges of field deployment during snowfall. This imaging system is calibrated using synchronized imaging of a UAV-carried target to enable measurements centered 10 m above the ground within approximately a 4 m x 4 m x 6 m volume. Using the measured Lagrangian particle tracks we present data concerning 3D trajectory curvature and acceleration statistics, as well as clustering behavior using Voronoi analysis. The limitations, as well as potential future developments, of such a system are discussed in the context of applications with other inertial particles.

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