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城市轨道交通线网智能调度数智化架构研究与应用

Digital-intelligent architecture for intelligent dispatching of urban rail transit network

  • 摘要: 为满足城市轨道交通线网调度指挥中心建设过程中,普遍面临多中心、多层级、多系统的调度决策系统需求,提出一种线网智能调度数智化架构。文章构建了基于云数驱动的数智化系统架构,设计了中心−边缘多域可信交互框架,构建了两级智能决策生成应用。通过构建多智能体交互的决策生成机制,依托基于确定性和不确定性因素的决策生成方法及分布式的边缘协同决策优化方法,重构了数智化辅助决策生成流程,形成了多场景适应的业务功能。应用结果表明,面向线网调度多中心、多层级、多主体架构,该研究可在全线网跨域数据安全交互前提下,实现调度决策有序协同生成。

     

    Abstract: To address the dispatching decision making demands of multi center, multi level and multi system scenarios during the construction of the dispatching and command center for urban rail transit network, this paper proposed a digital intelligent architecture for urban rail transit line network intelligent dispatching. The paper built a cloud data driven digital intelligent system architecture, designed a multi domain trusted interaction framework for the central domain and edge domain, and developed two level central edge intelligent decision generation applications. By establishing a decision generation mechanism for multi agent interaction, this paper reconstructed the digital intelligent auxiliary decision generation workflow and formed multi scenario adaptive business functions, relying on decision generation methods considering deterministic and uncertain factors as well as distributed edge collaborative decision making optimization approaches. Application results show that, targeting the multi center, multi level and multi subject architecture for line network dispatching, this research enables the orderly collaborative generation of dispatching decisions on the premise of secure cross-domain data interaction throughout the entire network.

     

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