Event-Based Measurement of Aeroelastic Structure in High-Speed Flow

气动弹性 事件(粒子物理) 流量(数学) 结构工程 航空航天工程 空气动力学 机械 工程类 计算机科学 物理 量子力学
作者
Kyle Hsu,Jia-Ming Tan,Yu-Sheng Chen,Chi‐Che Hung,Zu Puayen Tan,Gaetano M. D. Currao,Bing-Sheng Jiang
出处
期刊:AIAA Journal [American Institute of Aeronautics and Astronautics]
卷期号:: 1-12
标识
DOI:10.2514/1.j064591
摘要

In high-speed aerodynamics research, point sensors are ideal for embedding in test models but lack spatial resolution, whereas high-speed cameras offer spatiotemporally resolved measurement but involve significant footprint, cost, and data size. To address these tradeoffs, this study explores the application of nascent event-based cameras for high-speed tests. Event-based cameras support continuous, data-sparse kilohertz-equivalent imaging at [Formula: see text] resolution, on form factors as small as 36 mm and 40 grams in mass, combining the benefits of point sensors and high-speed cameras. However, these attributes come from asynchronous pixels that necessitate unique operating and postprocessing approaches. Here, the authors adapted event-based cameras for two-/three-dimensional photogrammetric tracking of aeroelastic structures, demonstrating an event-based workflow and two tracking algorithms (mean-shift filtering and circle fit). Bench-top validations achieved three-dimensional precision of 0.35 mm/s on 20 mm/s motion across a 259 mm field of view, while two-dimensional measurements of an aeroelastic titanium panel in Mach 0.76 transonic flow successfully identified millimeter-scale vibrations at 43.7, 120, and 270 Hz, validated against a laser displacement and high-speed camera. The transonic test’s raw data were 145.8 MB on the event-based camera, compared to 88.5 GB on the high-speed camera. The presented results demonstrated the viability of event-based techniques in high-speed aerodynamic testing, while highlighting challenges such as polarity switching and pixel latency.
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