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Spatio-Temporal Analyses for Dynamic Urban Road Network Management

机译:动态城市路网管理的时空分析

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Abstract: The dynamic urban network management in urban areas is in high demand, since speed information is currently available via Information and Communication Technology (ICT) Infrastructure. However, such information has not been incorporated into routing decision making systems efficiently. Although several efforts exit, these are not correlated and integrated. Since the integration problem has spatial and temporal dimensions, Spatial Information Science could aid to solve this problem via mature methods, approaches and tools. The main aim of this study is to demonstrate the opportunities of spatio-temporal analyses within dynamic urban road network management, where the concepts are supported with a case study from Istanbul Metropolitan Area. In the proposed methodology, the speed information retrieved from detectors were associated with the OpenStreetMap and quickest paths were simulated within determined time intervals. Different shortest routes are proposed to users in various time spans via incorporated speed information and network analyses. For the same origin and destination, 2.5 minutes difference is observed within the study area. The results were promising, where the added value of this study is presenting an approach for integrating various spatial-temporal data to aid dynamic urban road network management.
机译:摘要:由于目前可通过信息和通信技术(ICT)基础结构获得速度信息,因此对城市地区的动态城市网络管理提出了很高的要求。但是,这种信息尚未有效地并入路由决策系统中。尽管存在一些努力,但这些没有关联和整合。由于集成问题具有时空维度,因此空间信息科学可以通过成熟的方法,方法和工具来帮助解决此问题。这项研究的主要目的是证明动态城市道路网络管理中的时空分析机会,其中以伊斯坦布尔大都会区为例,为概念提供了支持。在提出的方法中,将从检测器检索到的速度信息与OpenStreetMap相关联,并在确定的时间间隔内模拟最快的路径。通过合并的速度信息和网络分析,在不同的时间范围内向用户提出了不同的最短路径。对于相同的出发地和目的地,在研究区域内观察到2.5分钟的差异。结果令人鼓舞,这项研究的附加价值在于提出了一种整合各种时空数据以辅助动态城市道路网管理的方法。

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