Formulating Risk Indices and Criteria for Unmanned Aerial Systems

Hyunjung Cho, Dooyoul Lee
{"title":"Formulating Risk Indices and Criteria for Unmanned Aerial Systems","authors":"Hyunjung Cho, Dooyoul Lee","doi":"10.33162/jar.2023.8.23.3.229","DOIUrl":null,"url":null,"abstract":"Purpose: Owing to widespread use of unmanned aerial systems (UAS) across various sectors, the likelihood of accidents is progressively increasing. To ensure operational safety and reliability, establishing risk indices and criteria is imperative. However, current insufficient accident data hinder the formulation of reliable risk criteria. Thus, this study offers a proposition for UAS risk indices, prioritizing ground personnel damage as a significant consequence of UAS crashes.BRMethods: The comprehension of major risk events influencing factors, treated probabilistically, enables the derivation of risk indices and criteria for UAS. These get established through comparison with the risk indices and criteria for conventional manned aerial systems‘ structures and engines, including factors like Single Flight Probability of Failure (SFPOF), Cumulative Probability of Failure (CPOF), Non-Recoverable In-Flight Engine Shutdown (NRIFSD) and Engine Related Loss of Aircraft (ERLOA).BRResults: The risk criteria for UAS can be updated by referencing risk indices (NRIFSD, ERLOA) based on instantaneous or cumulative failure rates of manned aerial systems. Both rates take into account the risk severities and the occurrence probabilities for each risk factor. Notably, the specific acceptable risk criteria for UAS can be appropriately adjusted by considering the likelihood of a fatal injury to ground personnel (0.01∼1) and the probability of a person‘s proximity to the UAS crash site (0.026∼0.000019 people/m2) according to the operational environment.BRConclusion: NRIFSD, representing risk per 100,000 hours, suits short-term operations’ risk evaluation. Concurrently, ERLOA provides comprehensive information about the reliability of the aircraft, enabling its utilization in managing operational maintenance costs and making economic lifespan decisions. Depending on the operational environment and UAS objectives of, users can select appropriate risk indices and criteria.","PeriodicalId":499683,"journal":{"name":"Sinloeseong eung'yong yeon'gu","volume":"62 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Sinloeseong eung'yong yeon'gu","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.33162/jar.2023.8.23.3.229","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose: Owing to widespread use of unmanned aerial systems (UAS) across various sectors, the likelihood of accidents is progressively increasing. To ensure operational safety and reliability, establishing risk indices and criteria is imperative. However, current insufficient accident data hinder the formulation of reliable risk criteria. Thus, this study offers a proposition for UAS risk indices, prioritizing ground personnel damage as a significant consequence of UAS crashes.BRMethods: The comprehension of major risk events influencing factors, treated probabilistically, enables the derivation of risk indices and criteria for UAS. These get established through comparison with the risk indices and criteria for conventional manned aerial systems‘ structures and engines, including factors like Single Flight Probability of Failure (SFPOF), Cumulative Probability of Failure (CPOF), Non-Recoverable In-Flight Engine Shutdown (NRIFSD) and Engine Related Loss of Aircraft (ERLOA).BRResults: The risk criteria for UAS can be updated by referencing risk indices (NRIFSD, ERLOA) based on instantaneous or cumulative failure rates of manned aerial systems. Both rates take into account the risk severities and the occurrence probabilities for each risk factor. Notably, the specific acceptable risk criteria for UAS can be appropriately adjusted by considering the likelihood of a fatal injury to ground personnel (0.01∼1) and the probability of a person‘s proximity to the UAS crash site (0.026∼0.000019 people/m2) according to the operational environment.BRConclusion: NRIFSD, representing risk per 100,000 hours, suits short-term operations’ risk evaluation. Concurrently, ERLOA provides comprehensive information about the reliability of the aircraft, enabling its utilization in managing operational maintenance costs and making economic lifespan decisions. Depending on the operational environment and UAS objectives of, users can select appropriate risk indices and criteria.
无人机系统风险指标与准则的制定
目的:由于无人机系统(UAS)在各个部门的广泛使用,事故的可能性正在逐步增加。为了确保运行的安全性和可靠性,建立风险指标和标准势在必行。然而,目前事故数据的不足阻碍了可靠风险标准的制定。因此,本研究提出了UAS风险指数的建议,优先考虑地面人员的伤害,作为UAS坠毁的重要后果。方法:通过对主要风险事件影响因素的理解,对其进行概率处理,推导出UAS的风险指标和标准。通过与常规载人航空系统结构和发动机的单次飞行故障概率(SFPOF)、累积故障概率(CPOF)、飞行中不可恢复的发动机停机(NRIFSD)和发动机相关飞机损失(ERLOA)等因素的风险指标和标准进行比较,建立了这些风险指标和标准。研究结果:无人机系统的风险标准可以通过参考风险指数(NRIFSD, ERLOA)来更新,该风险指数基于有人驾驶航空系统的瞬时或累积故效率。这两种比率都考虑了风险的严重程度和每个风险因素的发生概率。值得注意的是,可以根据操作环境考虑地面人员致命伤害的可能性(0.01 ~ 1)和人员接近UAS坠机地点的可能性(0.026 ~ 0.000019人/m2),适当调整UAS的具体可接受风险标准。结论:NRIFSD代表每10万小时风险,适合短期作业风险评价。同时,ERLOA提供有关飞机可靠性的全面信息,使其能够用于管理运营维护成本和制定经济寿命决策。根据操作环境和无人机系统的目标,用户可以选择合适的风险指标和标准。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信