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Optimal routing for automated highway systems

机译:自动化高速公路系统的最佳路线

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摘要

We present a routing guidance approach that can be used in Automated Highway Systems (AHS). We consider automated highway systems in which intelligent vehicles organised in platoons drive to their destination, controlled by a hierarchical control framework. In this framework there are roadside controllers that provide speed and lane allocation instructions to the platoons. These roadside controllers typically manage single stretches of highways. A collection of highways is then supervised by so-called area controllers that mainly take care of the route guidance instructions for the platoons and that also coordinate the various roadside controllers in their area. In this paper we focus on the optimal route choice control problem for the area controllers. In general, this problem is a non-linear integer optimisation problem with high computational requirements, which makes the problem intractable in practice. Therefore, we first propose a simplified but fast simulation model to describe the flows of platoons in the network. Next, we show that the optimal route choice control problem can be approximated by a mixed-integer linear problem. Later, we describe a new METANET-like model to describe the flow of platoons in the AHS. With a simple case study we illustrate that both approaches result in a balanced-trade-off between optimality and computational efficiency.
机译:我们提出了一种可在自动公路系统(AHS)中使用的路线指引方法。我们考虑自动高速公路系统,在该系统中,按排组织的智能车辆通过分层控制框架进行控制,驶向目的地。在此框架中,有路边控制器向排提供速度和车道分配指令。这些路边控制器通常管理单条高速公路。然后,由所谓的区域控制器对高速公路的集合进行监督,这些区域控制器主要负责排的路线指导说明,并且还协调区域内的各种路边控制器。在本文中,我们集中于区域控制器的最优路径选择控制问题。通常,该问题是具有较高计算要求的非线性整数优化问题,这使得该问题在实践中难以解决。因此,我们首先提出一个简化但快速的仿真模型来描述网络中排的流动。接下来,我们表明最优路径选择控制问题可以通过混合整数线性问题来近似。稍后,我们将描述一个类似于METANET的新模型,以描述AHS中的排的流动。通过一个简单的案例研究,我们说明了这两种方法都可以在最优性和计算效率之间取得平衡。

著录项

  • 来源
    《Transportation research》 |2013年第5期|1-22|共22页
  • 作者单位

    Delft Center for Systems and Control, Delft University of Technology, Mekelweg 2, 2628 CD, Delft, The Netherlands;

    Delft Center for Systems and Control, Delft University of Technology, Mekelweg 2, 2628 CD, Delft, The Netherlands;

    Delft Center for Systems and Control, Delft University of Technology, Mekelweg 2, 2628 CD, Delft, The Netherlands;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Automated highway systems; Routing; Optimal control;

    机译:自动化公路系统;路由;最佳控制;

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