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Waiting zones for realistic modelling of pedestrian dynamics: A case study using two major German railway stations as examples

机译:对行人动力学进行逼真的建模的等候区:以两个德国主要火车站为例的案例研究

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摘要

The value of a pedestrian stream simulation depends on its ability to reproduce natural behaviour of pedestrians in different situations. Most models assume that pedestrians are single-minded and constantly move towards their destinations. However, our observations at two major German railway stations made during field experiments and our analysis of video recordings at one of these stations revealed that in virtually every setting a significant proportion of pedestrians do not walk continuously. Instead, they occasionally change their route in order to visit certain locations and stand there for a period of time. By waiting, they often block walking pedestrians and thereby influence the overall dynamics. In this paper, we evaluate the impact of waiting pedestrians and propose a model for waiting pedestrians based on cellular automata. The model is able to reproduce the observed pedestrian behaviour. We illustrate the model with simulations of several real life scenarios for a major German railway station and show that during rush hour standing pedestrians may prolong walking time by up to nearly 20%. We also demonstrate how the developed model can be used for the analysis of infrastructures, and prediction of problematic areas in public spaces.
机译:行人流模拟的价值取决于其在不同情况下重现行人自然行为的能力。大多数模型都假设行人专一,不断朝着目的地行驶。但是,我们在实地实验中对德国两个主要火车站的观察以及对其中一个火车站的录像的分析表明,实际上,在每种情况下,很大一部分行人不会连续行走。取而代之的是,他们偶尔会更改路线以访问某些位置并在那里停留一段时间。通过等待,他们经常阻塞步行的行人,从而影响整体动力。在本文中,我们评估了行人的影响,并提出了一种基于元胞自动机的行人模型。该模型能够重现观察到的行人行为。我们通过对德国一家主要火车站的几种实际生活场景进行仿真来说明该模型,并表明在高峰时段站立的行人可能会将步行时间延长近20%。我们还将演示如何将开发的模型用于基础设施分析以及公共空间中有问题区域的预测。

著录项

  • 来源
    《Transportation research》 |2013年第12期|210-222|共13页
  • 作者单位

    Siemens AC, Corporate Technology, Research & Technology Centre, Automation & Control, Simulation Germany, Otto-Hahn-Ring 6, 81739 Munich, Germany;

    Siemens AC, Corporate Technology, Research & Technology Centre, Automation & Control, Simulation Germany, Otto-Hahn-Ring 6, 81739 Munich, Germany;

    Siemens AC, Corporate Technology, Research & Technology Centre, Automation & Control, Simulation Germany, Otto-Hahn-Ring 6, 81739 Munich, Germany;

    Siemens AC, Corporate Technology, Research & Technology Centre, Automation & Control, Simulation Germany, Otto-Hahn-Ring 6, 81739 Munich, Germany;

    Siemens AC, Corporate Technology, Research & Technology Centre, Automation & Control, Simulation Germany, Otto-Hahn-Ring 6, 81739 Munich, Germany;

  • 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

    Pedestrian simulation; Cellular automata; Waiting zone; Transportation; Infrastructure; Crowd dynamics;

    机译:行人模拟;细胞自动机等待区;运输;基础设施;人群动态;

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