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唐水雄, 郭梦倩, 唐金金, 张涛, 赵利强. 基于双优化流线的城轨车站客流仿真系统设计与实现[J]. 铁路计算机应用, 2022, 31(1): 87-93. DOI: 10.3969/j.issn.1005-8451.2022.01.15
引用本文: 唐水雄, 郭梦倩, 唐金金, 张涛, 赵利强. 基于双优化流线的城轨车站客流仿真系统设计与实现[J]. 铁路计算机应用, 2022, 31(1): 87-93. DOI: 10.3969/j.issn.1005-8451.2022.01.15
TANG Shuixiong, GUO Mengqian, TANG Jinjin, ZHANG Tao, ZHAO Liqiang. Passenger flow simulation system of urban rail transit station based on double optimized streamline[J]. Railway Computer Application, 2022, 31(1): 87-93. DOI: 10.3969/j.issn.1005-8451.2022.01.15
Citation: TANG Shuixiong, GUO Mengqian, TANG Jinjin, ZHANG Tao, ZHAO Liqiang. Passenger flow simulation system of urban rail transit station based on double optimized streamline[J]. Railway Computer Application, 2022, 31(1): 87-93. DOI: 10.3969/j.issn.1005-8451.2022.01.15

基于双优化流线的城轨车站客流仿真系统设计与实现

Passenger flow simulation system of urban rail transit station based on double optimized streamline

  • 摘要: 为准确掌握城轨车站内部客流动态变化趋势,设计并实现了基于双优化流线的城轨车站客流仿真系统。系统通过改进传统社会力模型中自驱动力的期望方向和期望速度,计算乘客的碰撞行为对局部流线的影响,实现了局部流线的动态优化;通过设计全局流线可扩展分层结构,判别多源节点属性,实现了全局流线的优化;通过搭建车站二维场景,实现车站仿真动画展示及客流数据统计,直观展示客流瓶颈区域。以某城市地铁站为例,应用客流仿真系统对其客流情况进行仿真推演。仿真结果表明:系统可有效仿真推演车站常态运营日客流趋势,统计并展示各类客流数据,提高站内客流可视化分布效果,为掌握客流拥堵点及实施客流管控方案提供数据支撑。

     

    Abstract: To grasp the dynamic trend of station passenger flow accurately, this paper researched and developed a station passenger flow simulation system of urban rail transit based on double optimized streamline. The paper improved the expected direction and expected speed of self driving force in the traditional social force model to calculate the impact of passenger collision behavior on the local streamline, implement the dynamic optimization of the local streamline. By designing the scalable hierarchical structure of the global streamline, the paper discriminated the attributes of multi-source nodes, and realized the optimization of the global streamline. By building a two-dimensional scene of the station, the paper implemented the station simulation animation display and passenger flow data statistics, and visually displays the passenger flow bottleneck area. Taking an urban subway station as an example, the passenger flow simulation system was applied to simulate and deduce its passenger flow. The simulation results show that the system can effectively simulate and deduce the passenger flow trend of the normal operation day of the station, count and display all kinds of passenger flow data, improve the visual distribution effect of passenger flow in the station, and provide data support for mastering the passenger flow congestion points and implementing the passenger flow control scheme.

     

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