基于微感宏控的铁路智能客站数字孪生建模及应用研究OA
Research on key technologies of micro-perception and macro-control for the digital twins for intelligent railway passenger station
针对智能客站运营管理中存在的微观感知不足与宏观管控脱节问题,创新性地融合数字孪生技术,首次提出"微感宏控"理念,旨在构建一个能显著提升旅客服务体验、运营效率与安全保障水平的智能客站数字孪生总体框架.提出基于"微感宏控"的智能客站数字孪生总体框架,通过物联网技术实现客站物理实体微观感知.构建数字表亲,实现智能化应用与客站运营宏观控制的有机融合.结合系统控制论的微感宏控系统协同机制,实现"感知-分析-决策-执行-反馈"闭环管控.构建智能客站微感宏控关键技术体系,涵盖重点旅客位置微观感知、客站数字表亲建模、全站作业宏观控制、安全态势推演及绿色节能宏观控制等多维度关键技术.在京张高铁清河站开展了试点验证.试验结果表明,基于智能视频分析的重点旅客位置微观感知技术精准实现了重点旅客识别与跟踪,为旅客精准服务提供技术支撑.客站生产作业宏观控制有效实现了各类生产要素的动态联控,为客站高效运营提供技术手段.安全态势推演有力支撑了客站安全管理,保障客站安全稳定运行.构建的基于微感宏控的智能客站数字孪生总体框架与关键技术体系,不仅显著提升了旅客出行便捷度,还提高了铁路客运车站整体运营效率与安全保障水平,为智能客运车站的未来发展提供了理论基础和实践参考.
To address the issues of limited micro-level perception and disconnected macro-level management in the operation and management of intelligent passenger stations,this study innovatively integrated digital twin technology and first proposed the concept of"Micro Perception,Macro Control".The aim was to establish a comprehensive framework for an intelligent passenger station digital twin that significantly enhances passenger service experience,operational efficiency,and safety assurance.A holistic framework for an intelligent passenger station digital twin based on"Micro Perception,Macro Control"was proposed.This framework employed Internet of Things technology to achieve micro-perception of physical station entities.A digital twin was constructed to facilitate the organic integration of intelligent applications with macro-level station management.The principles of systems control theory were combined to realize a closed-loop management system encompassing perception,analysis,decision-making,execution,and feedback.The key technical system of this framework included multidimensional technologies such as precise micro-perception of key passenger locations,modeling of station digital twins,macro-control of station operations,safety scenario simulation,and green energy-saving control.A pilot test at Qinghe Station on the Beijing-Zhangjiakou High-Speed Railway was conducted to validate the proposed approach.Experimental results demonstrate that the micro-perception technology based on intelligent video analysis accurately identifies and tracks key passengers,providing technical support for precise passenger services.Macro-control of station operations effectively enables dynamic coordination of various operational factors,supporting efficient station management.Safety scenario simulation robustly enhances safety management,ensuring stable and secure station operation.The constructed overall framework and key technical systems based on"Micro Perception,Macro Control"significantly improve passenger travel convenience while also elevating the overall operational efficiency and safety level of railway passenger stations.This study provides a solid theoretical foundation and practical reference for the future development of intelligent passenger stations.
史天运;李超;王浩;王小书;杨国元;彭凯贝
中国铁道科学研究院集团有限公司 科技和信息化部,北京 100081中国铁道科学研究院集团有限公司 电子计算技术研究所,北京 100081中国铁道科学研究院集团有限公司 电子计算技术研究所,北京 100081中国铁道科学研究院集团有限公司 电子计算技术研究所,北京 100081中国铁道科学研究院集团有限公司 电子计算技术研究所,北京 100081中国铁道科学研究院集团有限公司 电子计算技术研究所,北京 100081
交通工程
智能铁路智能客站增强型智能客站微感宏控数字孪生
intelligent railwayintelligent railway passenger stationenhanced intelligent railway passenger stationmicro-perception and macro-controldigital twin
《铁道科学与工程学报》 2026 (4)
1589-1599,11
中国铁道科学研究院集团有限公司科研开发基金项目(2023YJ125)中国国家铁路集团有限公司科技研究开发计划(P2024X001)
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