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INTEGRATED DEMAND AND SUPPLY MODEL: A NETWORK WIDE VALIDATION

机译:集成的需求和供应模型:网络范围内的验证

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The primary objective of this study is to demonstrate the possibility of using NetworkFundamental Diagram (NFD) in investigating the performance of integrated demand andsupply models. At the same time, it also seeks to establish how an integrated demand-supplymodel could be used to produce NFDs, which have long been used to study network flowcharacteristics. In this paper the ADAPTS dynamic activity-based model generates thedemand and TRANSIMS has been used for traffic simulation. In order to properly model thedynamic interaction between the demand and supply models, a framework has been proposedand developed that tightly integrates the ADAPTS activity-based model with the TRANSIMStraffic simulation tools. Both models have been modified to support the continuouscommunication of vehicle information between them during the course of simulation. Thisallows the ADAPTS model to have full control over its agents during the traffic simulationand to be able to update its agents’ plans and schedules when necessary. The integrated modelis then run to generate activities and simulate associated trips so as to generate the NFDs.Three hypothetical cordons of varying sizes are drawn around the central business district ofChicago to plot the diagrams. Several essential observations are then discussed in detail.These observations form a basis to validate the integrated framework. The results show thatthe observed dynamics in the simulated NFDs share certain similarities with the NFD drawnusing loop detectors data; however, some inconsistencies are observed which are discussed indetail.
机译:这项研究的主要目的是证明使用网络的可能性 基本图(NFD),用于调查综合需求和 供应模型。同时,它还试图确定如何整合需求 该模型可用于生产NFD,长期以来一直用于研究网络流量 特征。在本文中,ADAPTS基于动态活动的模型生成了 需求和TRANSIMS已用于交通仿真。为了正确建模 供需模型之间的动态交互,已经提出了一个框架 并开发了将ADAPTS基于活动的模型与TRANSIMS紧密集成的方法 交通模拟工具。两种模型都经过修改以支持连续 在仿真过程中它们之间的车辆信息通信。这 允许ADAPTS模型在流量模拟期间完全控制其代理 并能够在必要时更新其代理商的计划和时间表。整合模式 然后运行,以生成活动并模拟关联的行程,以生成NFD。 围绕中央商务区绘制了三个大小不同的假设警戒线 芝加哥绘制图表。然后详细讨论了一些基本观察。 这些意见构成了验证集成框架的基础。结果表明 模拟的NFD中观察到的动力学与绘制的NFD具有某些相似之处 使用环路检测器数据;但是,观察到一些不一致之处,请参见 细节。

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