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Passenger Flow Pushing Assignment Method for an Urban Rail Network Based on Hierarchical Path and Line Decomposition

机译:基于层级路径和线分解的城市铁路网络乘客流量推配方法

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摘要

For urban rail transit, an environmentally-friendly transportation mode, reasonable passenger flow assignment is the basis of train planning and passenger control, which is conducive to the sustainability of finance, operation and production. With the continuous expansion of the scale of urban rail networks, passenger travel path decision-making tends to be complex, which puts forward higher requirements of networked transportation organization. Based on undirected graphs and the idea of the recursive divide-and-conquer algorithm, this paper proposes a hierarchical effective path search method made up of a three-layer path generation strategy, which consists of deep search line paths, key station paths composed of origin−destination (O-D) nodes and transfer stations, and the station sequence path between the key stations. It can effectively simplify the path search and eliminate obvious unreasonable paths. Comparing the existing research results based on the classical polynomial Logit model, a practical Improved C-Logit multi-path passenger flow assignment model is proposed to calculate the selection ratio of each path in the set of effective paths. Combining the hierarchical path search strategy, the O-D pairs of passenger flow are divided into local-line and cross-line situations. The time-varying cross-line passenger flow is decomposed into a series of passenger sections along the key station paths. A passenger flow pushing assignment algorithm based on line decomposition is designed, which satisfies the dynamic, time-varying and continuous characteristics. The validation of Guangzhou Metro’s actual line network and time-varying O-D passenger demand in 2019 shows that the spatio-temporal distribution results of the passenger pushing assignment have a high degree of coincidence with the actual statistical data.
机译:对于城市轨道交通,环境友好的运输方式,合理的客运分配是火车计划和客运控制的基础,这有利于金融,运营和生产的可持续性。随着城市铁路网络规模的不断扩展,客运路径决策往往是复杂的,这提出了网络运输组织的更高要求。基于无向图的图形和递归划分和征管算法的思想,本文提出了由三层路径生成策略组成的分层有效路径搜索方法,该方法由深搜索线路路径组成,关键站路径组成原始目的地(OD)节点和传输站,以及关键站之间的站序列路径。它可以有效简化路径搜索并消除明显的不合理路径。基于经典多项式Lo​​git模型比较现有的研究结果,提出了一种实际改进的C-Logit多路径乘客流量分配模型来计算该组有效路径中的每个路径的选择比。组合分层路径搜索策略,O-D乘客流量分为局部线路和串线情况。时变的跨线乘客流量沿着关键站路径分解成一系列乘客部分。设计了一种基于线分解的乘客推进分配算法,其满足动态,时变和连续的特性。 2019年广州地铁实际线路验证及时变摩尔人需求的验证表明,乘客推动的时空分布结果与实际统计数据具有高度重合。

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