铁道运输与经济2026，Vol.48Issue(6)：172-182,11.DOI:10.16668/j.cnki.issn.1003-1421.20250822001
铁路列车多智能体协同运行数字化仿真建模技术和系统研究
Research on Digital Simulation Modeling Technology and System for Multi-Agent Collaborative Operation of Railway Trains
摘要
Abstract
In the process of digital railway development,deeply integrating technologies such as digital simulation and intelligent agents with railway operations and conducting research on digital simulation technology for railway train operation are of great significance for enhancing the efficiency and scientificity of railway train operation management.Firstly,the digitalization technology of the physical operation environment of railway trains was studied;the characteristics of the basic physical operation environment of railways were analyzed,and mainstream digital technologies and a modular and componentized method were applied to hierarchically establish the digital models of virtual operation simulation objects.Then,by using technologies such as system dynamics and multi-agent simulation systems,the simulation model for the collaborative operation of railway train agents was studied and constructed.Moreover,technologies such as graph theory and Markov decision-making were applied to establish the communication topology structure and simulation decision control strategy among multiple agents.Finally,a prototype system was designed and developed to verify the related technologies.The research results can provide important technical support and auxiliary decision-making for the digital efficiency improvement management of railway train operation and energy consumption.关键词
铁路列车运行/物理空间模型/数字化仿真技术/多智能体技术/仿真原型系统Key words
Railway Train Operation/Physical Space Model/Digital Simulation Technology/Multi-Agent Technology/Simulation Prototype System分类
交通工程引用本文复制引用
王爱丽,孙喜利,靳磊,王子腾,李璐..铁路列车多智能体协同运行数字化仿真建模技术和系统研究[J].铁道运输与经济,2026,48(6):172-182,11.基金项目
中国铁路信息科技集团有限公司科技研究开发计划课题(2022A06) （2022A06）
