Cordon-Based Pricing Schemes for Mixed Urban-Freeway Networks using Macroscopic Fundamental Diagrams

Cordon-Based Pricing Schemes for Mixed Urban-Freeway Networks using Macroscopic Fundamental Diagrams
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DOI:
10.1177/03611981211015991
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发表时间:
2021-05
影响因子:
1.7
通讯作者:
Xuting Wang;V. Gayah
Xuting Wang;V. Gayah
中科院分区:
工程技术4区
文献类型:
--
作者:
Xuting Wang;V. Gayah

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基于宏观基本图(MFD)的交通模型的发展使许多城市网络的实时控制策略成为可能,包括基于警戒线的定价方案。然而,大多数现有的基于MFD的定价策略仅被设计为优化与流量相关的性能,而不考虑运营商收集的收入。在这项研究中,我们研究了基于警戒线的混合网络与城市网络和高速公路的定价方案。在这个系统中,异质通勤者选择他们的路线的基础上的用户平衡原则。运营城市电网有两类运营目标:(1)优化城市电网的性能,即最大化城市电网的流量;(2)最大化运营商的收益。为了比较这两个目标,我们首先应用反馈控制来设计定价方案,以优化城市网络的性能。然后,我们制定了一个最优控制问题,以获得收入最大化的定价方案。通过数值算例,我们说明了这些定价方案之间的差异。
The development of traffic models based on macroscopic fundamental diagrams (MFD) enables many real-time control strategies for urban networks, including cordon-based pricing schemes. However, most existing MFD-based pricing strategies are designed only to optimize the traffic-related performance, without considering the revenue collected by operators. In this study, we investigate cordon-based pricing schemes for mixed networks with urban networks and freeways. In this system, heterogeneous commuters choose their routes based on the user equilibrium principle. There are two types of operational objective for operating urban networks: (1) to optimize the urban network’s performance, that is, to maximize the outflux; and (2) to maximize the revenue for operators. To compare those two objectives, we first apply feedback control to design pricing schemes to optimize the urban network’s performance. Then, we formulate an optimal control problem to obtain the revenue-maximization pricing scheme. With numerical examples, we illustrate the difference between those pricing schemes.