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Travel times and transfers in public transport: Comprehensive accessibility analysis based on Pareto-optimal journeys

机译:公共交通中的旅行时间和转乘:基于帕累托最优旅程的综合可达性分析

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摘要

Efficient public transport (PT) networks are vital for well-functioning and sustainable cities. Compared to other modes of transport, PT networks feature inherent systemic complexity due to their schedule-dependence and network organization. Because of this, efficient PT network planning and management calls for advanced modeling and analysis tools. These tools have to take into account how people use PT networks, including factors such as demand, accessibility, trip planning and navigability. From the PT user perspective, the common criteria for planning trips include waiting times to departure, journey durations, and the number of required transfers. However, waiting times and transfers have typically been neglected in PT accessibility studies and related decision-support tools. Here, we tackle this issue by introducing a decision-support framework for PT planners and managers, based on temporal networks methodology. This framework allows for computing pre-journey waiting times, journey durations, and number of required transfers for all Pareto-optimal journeys between any origin–destination pair, at all points in time. We visualize this information as a temporal distance profile, covering any given time interval. Based on such profiles, we define the best-case, mean, and worst-case measures for PT travel time and number of required PT vehicle boardings, and demonstrate their practical utility to PT planning through a series of accessibility case studies. By visualizing the computed measures on a map and studying their relationships by performing an all-to-all analysis between 7463 PT stops in the Helsinki metropolitan region, we show that each of the measures provides a different perspective on accessibility. To pave the way towards more comprehensive understanding of PT accessibility, we provide our methods and full analysis pipeline as free and open source software.
机译:高效的公共交通(PT)网络对于运转良好且可持续发展的城市至关重要。与其他传输方式相比,PT网络具有固有的系统复杂性,这归因于其时间表依赖性和网络组织。因此,有效的PT网络规划和管理需要先进的建模和分析工具。这些工具必须考虑人们如何使用PT网络,包括需求,可访问性,行程计划和可导航性等因素。从PT用户的角度来看,计划行程的通用标准包括出发的等待时间,旅程持续时间以及所需的中转次数。但是,PT可访问性研究和相关的决策支持工具通常忽略了等待时间和转移。在这里,我们通过基于时间网络方法为PT计划者和管理者引入决策支持框架来解决此问题。该框架允许在任何时间点,计算任何出发地-目的地对之间的所有帕累托最优旅程的旅程前等待时间,旅程持续时间以及所需的转乘次数。我们将此信息可视化为时间距离剖面,涵盖任何给定的时间间隔。基于这些配置文件,我们定义了PT行驶时间的最佳,平均和最差情况以及所需的PT车辆登车次数,并通过一系列无障碍案例研究证明了它们在PT规划中的实用性。通过在地图上可视化计算出的度量并通过在赫尔辛基都会区的7463个PT站点之间执行所有分析来研究它们之间的关系,我们表明每种度量都提供了关于可访问性的不同观点。为了为更全面地理解PT可访问性铺平道路,我们提供了作为免费和开源软件的方法和完整的分析渠道。

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