低空交通系统数实孪生架构与关键技术综述OA
A Review of the Digital-Physical Twin Architecture and Key Technologies for Low-Altitude Aerial Transportation Systems
随着以城市空中交通为代表的低空经济快速发展,低空空域将呈现高频、高密、异构、动态等新特征.传统以规则驱动、离线验证为主的运行安全评估体系在可靠性与实时性上已难以为继,亟需以数实孪生技术为核心的新方法论来重构整个体系.为此,系统阐述了低空交通系统数实孪生的云边端协作架构:云层作为孪生中枢,构建全域数字环境;边缘层覆盖关键节点,完成多源感知数据汇聚与融合;端侧以飞行器为主体,作为被感知的对象,同时承担数据上报与指令执行等职责.围绕此架构,梳理了低空先进感知体系中的协作式与非协作式感知方法,这些方法构成了支撑数实孪生建模映射与驱动场景的数据基础;针对低空交通复杂要素的高保真映射,定义了数实孪生环境与飞行器孪生体两个核心对象,总结了用于系统测试与算法验证的孪生仿真平台与工具;梳理了基于数实孪生的标准化运行安全评估体系,并综述了定量化运行安全评估技术,为低空交通系统的设计、认证和政策制定提供科学依据.
With the rapid development of the low-altitude economy,particularly represented by urban air mobility,low-altitude airspace is expected to present characteristics such as high frequency,high density,heterogeneity,and dynamic operations.Traditional operation safety assessment systems,which are predominantly rule-driven and of-fline verification-based,are no longer sustainable in terms of reliability and real-time performance.There is an ur-gent need to reshape the entire system through a new methodology centered on digital twin technologies.To this end,this paper systematically elaborates on a cloud-edge-terminal collaborative architecture of the digital twin of low-altitude transportation systems.Within this architecture,the cloud layer serves as the twin hub,constructing a global digital environment;the edge layer covers key nodes,completing the aggregation and fusion of multi-source sensing data;and the device layer,primarily composed of aircraft,acts as the sensed objects while also undertaking responsibilities such as data reporting and command execution.Focusing on this architecture,this paper sorts out collaborative and non-collaborative perception methods within advanced low-altitude sensing systems,which form the data foundation supporting digital twin modeling,mapping,and scenario driving.For high-fidelity mapping of complex elements in low-altitude transportation,two core objects,the digital twin environment and the digital twin aircraft,were defined,and twin simulation platforms and tools for system testing and algorithm validation were sum-marized.It also sorts out the standardized operations safety assessment system based on digital twin and reviews quantitative operations safety assessment technologies,providing a scientific basis for the design,certification,and policy-making of low-altitude transportation systems.
杨东辉;龚晶;孙勇;王昱昊;曲小波
清华大学 车辆与运载学院,北京 100084航天时代低空科技有限公司,重庆 401135清华大学 车辆与运载学院,北京 100084清华大学 车辆与运载学院,北京 100084清华大学 车辆与运载学院,北京 100084
交通工程
低空交通数实孪生多模态感知运行安全评估
low-altitude transportationdigital twinmultimodal perceptionoperational safety assessment
《华南理工大学学报(自然科学版)》 2026 (6)
54-73,20
国家重点研发计划项目(2023YFB4301800)清华大学-丰田联合研究基金项目(20253930034)Supported by the National Key R&D Program of China(2023YFB4301800)and the Tsinghua-Toyota Joint Re-search Fund(20253930034)
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