基于可达性分析和模糊推理的结冰飞机飞行安全预警

IF 1.3 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Measurement & Control Pub Date : 2023-09-22 DOI:10.1177/00202940231199130
Guoqiang Yuan, Yinghui Li, Haojun Xu
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引用次数: 0

摘要

提出了一种基于可达性分析和模糊推理的飞机结冰飞行安全预警方法。基于已有的结冰影响研究成果和结冰检测中的不确定性,提出了具有不确定性的结冰飞机非线性模型。为了处理结冰带来的不确定性,采用可达性分析方法估算结冰飞机的安全飞行包线。在此基础上,将模糊推理应用于飞行安全预警,提高飞行员遇冰时的态势感知能力。GTM(通用运输模型)飞机的仿真结果表明,该方法有可能进一步提高机组人员对结冰情况下飞行失控风险的认识。
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Flight safety warning of iced aircraft based on reachability analysis and fuzzy inference
A flight safety warning method based on reachability analysis and fuzzy inference is proposed against aircraft icing. A nonlinear model of iced aircraft with uncertainty is proposed based on the existing research results on the effects of icing and the uncertainty in icing detection. To deal with the uncertainty caused by icing, reachability analysis is used to estimate the safe flight envelope of iced aircraft. On this basis, fuzzy inference is employed for flight safety warning which can be used to enhance the pilot’s situational awareness in icing encounters. Simulations of the GTM (Generic Transport Model) aircraft show that, the proposed method has the potential to further increase the flight crew awareness about the risk of losing control in flight under icing.
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来源期刊
Measurement & Control
Measurement & Control 工程技术-仪器仪表
自引率
10.00%
发文量
164
审稿时长
>12 weeks
期刊介绍: Measurement and Control publishes peer-reviewed practical and technical research and news pieces from both the science and engineering industry and academia. Whilst focusing more broadly on topics of relevance for practitioners in instrumentation and control, the journal also includes updates on both product and business announcements and information on technical advances.
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