京都微观交通流模拟网络的生成与标定

A. Keler, Wenzhe Sun, Jan-Dirk Schmöcker
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引用次数: 1

摘要

微观交通流模拟作为详细了解交通效率和安全的工具,在21世纪的头几十年里受到了交通研究人员、规划者和工程师的广泛欢迎。通过实施复杂城市交通基础设施模拟场景的测试平台,可以检查引入与建筑环境相关的小型基础设施变化和引入先进交通控制策略的具体效果。再现现有问题或交通服务的可能性,例如公共汽车服务的可能性是这项工作的关键动机。在这项研究中,我们再现了京都市的道路网络,以观察公共汽车的特定出行模式,如公共汽车聚集现象。因此,选择当前可用的数据集用于校准京都路网的一个相对较大的切割。在介绍了一种地理数据提取和转换方法后,我们通过引入代表当前电感回路的虚拟检测器并利用历史流量计数记录来进行校准。此外,我们还介绍了部分由志愿者绘制地图(OSM项目)贡献的公交路线。第一个模拟结果显示了许多熟悉的(局部知识)流模式。
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Generating and Calibrating a Microscopic Traffic Flow Simulation Network of Kyoto
Microscopic traffic flow simulations as tools for enabling detailed insights on traffic efficiency and safety gained numerous popularity among transportation researchers, planners and engineers in the first to decades of the 21st century. By implementing a test bed for simulation scenarios of complex urban transportation infrastructure it is possible to inspect specific effects of introducing small infrastructural changes related to the built environment and to the introduction of advanced traffic control strategies. The possibility of reproducing present problems or the transportation services, such as the ones of public bus services is a key motivation of this work. In this research, we reproduce the road network of the city of Kyoto for observing specific travel patterns of public buses such as the bus bunching phenomena. Therefore, a selection of currently available data sets is used for calibrating a cutout of the Kyoto road network of a relatively large extent. After introducing a method for geodata extraction and conversion, we approach the calibration by introducing virtual detectors representing present inductive loops and make use of historical traffic count records. Additionally, we introduce bus routes partially contributed by volunteer mappers (OSM project). First simulation outcomes show numerous familiar (local knowledge) flow patterns.
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