Enhancing safety feedback to the design of small, unmanned aircraft by joint assessment of impact area and human fatality

IF 3 3区 医学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Risk Analysis Pub Date : 2024-09-14 DOI:10.1111/risa.17649
Chengpeng Jiang, Henk Blom, Borrdephong Rattanagraikanakorn
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Abstract

Advantages of commercial UAS‐based services come with the disadvantage of posing third party risk (TPR) to overflown population on the ground. Especially challenging is that the imposed level of ground TPR tends to increase linearly with the density of potential customers of UAS services. This challenge asks for the development of complementary directions in reducing ground TPR. The first direction is to reduce the rate of a UAS crash to the ground. The second direction is to reduce overflying in more densely populated areas by developing risk‐aware UAS path planning strategies. The third direction is to develop UAS designs that reduce the product in case of a crashing UAS, where is the size of the crash impact area on the ground, and is the probability of fatality for a person in the crash impact area. Because small UAS accident and incident data are scarce, each of these three developments is in need of predictive models regarding their contribution to ground TPR. Such models have been well developed for UAS crash event rate and risk‐aware UAS path planning. The objective of this article is to develop an improved model and assessment method for the product In literature, the model development and assessment of the latter two terms is accomplished along separate routes. The objective of this article is to develop an integrated approach. The first step is the development of an integrated model for the product . The second step is to show that this integrated model can be assessed by conducting dynamical simulations of Finite Element (FE) or Multi‐Body System (MBS) models of collision between a UAS and a human body. Application of this novel method is illustrated and compared to existing methods for a DJI Phantom III UAS crashing to the ground.
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通过联合评估撞击面积和人员死亡率,加强对小型无人驾驶飞机设计的安全反馈
基于无人机系统的商业服务在带来优势的同时,也给地面上的飞越人群带来了第三方风险(TPR)。尤其具有挑战性的是,强加的地面 TPR 水平往往与无人机系统服务潜在客户的密度成线性增长。这一挑战要求在减少地面 TPR 方面发展互补的方向。第一个方向是降低无人机系统坠地率。第二个方向是通过开发具有风险意识的无人机系统路径规划策略,减少人口密集地区的过度飞行。第三个方向是开发无人机系统设计,以减少无人机系统坠毁时的产品,其中是地面坠毁影响区域的大小,是坠毁影响区域内人员的死亡概率。由于小型无人机系统事故和事件数据稀缺,这三种发展情况中的每一种都需要关于其对地面 TPR 贡献的预测模型。此类模型已在无人机系统坠毁事件率和风险意识无人机系统路径规划方面得到了很好的发展。在文献中,后两个术语的模型开发和评估是按照不同的路线完成的。本文旨在开发一种综合方法。第一步是为产品开发一个综合模型。第二步是证明可以通过对无人机系统与人体碰撞的有限元(FE)或多体系统(MBS)模型进行动态模拟来评估该综合模型。在大疆 Phantom III 无人机系统撞击地面时,对这种新方法的应用进行了说明,并与现有方法进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Risk Analysis
Risk Analysis 数学-数学跨学科应用
CiteScore
7.50
自引率
10.50%
发文量
183
审稿时长
4.2 months
期刊介绍: Published on behalf of the Society for Risk Analysis, Risk Analysis is ranked among the top 10 journals in the ISI Journal Citation Reports under the social sciences, mathematical methods category, and provides a focal point for new developments in the field of risk analysis. This international peer-reviewed journal is committed to publishing critical empirical research and commentaries dealing with risk issues. The topics covered include: • Human health and safety risks • Microbial risks • Engineering • Mathematical modeling • Risk characterization • Risk communication • Risk management and decision-making • Risk perception, acceptability, and ethics • Laws and regulatory policy • Ecological risks.
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