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天气对全球无人机飞行性能的限制。

Weather constraints on global drone flyability.

机构信息

Department of Geography, University of Calgary, 2500 University Drive NW, Calgary, AB, T2N 1N4, Canada.

Department of Geoscience, University of Calgary, 2500 University Drive NW, Calgary, AB, T2N 1N4, Canada.

出版信息

Sci Rep. 2021 Jun 8;11(1):12092. doi: 10.1038/s41598-021-91325-w.

Abstract

Small aerial drones are used in a growing number of commercial applications. However, drones cannot fly in all weather, which impacts their reliability for time-sensitive operations. The magnitude and global variability of weather impact is poorly understood. We explore weather-limited drone flyability (the proportion of time drones can fly safely) by comparing historical wind speed, temperature, and precipitation data to manufacturer-reported thresholds of common commercial and weather-resistant drones with a computer simulation. We show that global flyability is highest in warm and dry continental regions and lowest over oceans and at high latitudes. Median global flyability for common drones is low: 5.7 h/day or 2.0 h/day if restricted to daylight hours. Weather-resistant drones have higher flyability (20.4 and 12.3 h/day, respectively). While these estimates do not consider all weather conditions, results suggest that improvements to weather resistance can increase flyability. An inverse analysis for major population centres shows the largest flyability gains for common drones can be achieved by increasing maximum wind speed and precipitation thresholds from 10 to 15 m/s and 0-1 mm/h, respectively.

摘要

小型无人机在越来越多的商业应用中得到使用。然而,无人机无法在所有天气条件下飞行,这影响了它们在对时间敏感的作业中的可靠性。天气对无人机飞行能力的影响的大小和全球可变性还没有被很好地理解。我们通过将历史风速、温度和降水数据与制造商报告的常见商业和抗天气无人机的阈值进行比较,并通过计算机模拟来探索受天气限制的无人机飞行能力(无人机可以安全飞行的时间比例)。结果表明,在温暖和干燥的大陆地区,全球飞行能力最高,而在海洋和高纬度地区则最低。普通无人机的全球飞行能力中位数较低:每天 5.7 小时,或如果限制在白天,则每天 2.0 小时。抗天气无人机的飞行能力更高(分别为 20.4 和 12.3 小时/天)。尽管这些估计没有考虑所有天气条件,但结果表明,提高抗天气能力可以提高飞行能力。针对主要人口中心的逆分析表明,普通无人机最大的飞行能力增益可以通过将最大风速和降水阈值分别从 10 米/秒增加到 15 米/秒,从 0-1 毫米/小时增加到 0-1 毫米/小时来实现。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d4d6/8187708/cbac0d6e4b3c/41598_2021_91325_Fig1_HTML.jpg

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