Innovative On-Demand Transit for First-Mile Trips: A Cutting-Edge Approach

Seyed Mehdi Meshkani, S. Farazmand, Nizar Bouguila, Zachary Patterson
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Abstract

As a result of the lack of access to efficient public transit in suburban areas, residents often have to use their own vehicles to commute either within the area, to neighboring regions, or to a public transit hub (PTH). Thanks to information and communication technologies, on-demand transit (ODT) is a potential solution being proposed and considered by transit agencies. Although ODT has shown the potential to enhance transit level of service, its efficiency depends on different parameters such as demand spatial and temporal distribution or the configuration of the service. In this study, we propose a novel configuration for an ODT service and apply it to the first part of a commuter’s trip, or the commuter’s “first mile.” The proposed configuration depends on the availability of smart devices installed at bus stops. Passengers request their rides via smart devices and receive real-time and personalized information about their ride requests to travel to a PTH. The proposed ODT service is modeled with the Simulation of Urban Mobility or SUMO simulation framework. To evaluate the performance of the ODT service, it is applied to the city of Terrebonne in Quebec, Canada. The proposed service is compared with existing bus transit operating in the area as well as a door-to-PTH service. The results of the comparison analysis reveal that the proposed ODT service may result in a significant 36% reduction in total travel time as well as a 41% reduction in detour time compared with the existing bus transit service. A detailed sensitivity analysis is also conducted to capture the impacts of different parameters, variables, and dispatching algorithms on the service performance.
第一英里行程的创新型按需公交:前沿方法
由于郊区缺乏高效的公共交通,居民往往不得不使用自己的车辆在本地区内、邻近地区或公共交通枢纽(PTH)上下班。由于信息和通信技术的发展,按需公交(ODT)成为公交机构提出和考虑的一种潜在解决方案。虽然按需运输已显示出提高公交服务水平的潜力,但其效率取决于不同的参数,如需求的时空分布或服务的配置。在本研究中,我们提出了一种新颖的 ODT 服务配置,并将其应用于通勤者行程的第一部分,即通勤者的 "第一英里"。建议的配置取决于安装在公交站点的智能设备的可用性。乘客通过智能设备申请乘车,并接收有关其乘车申请的实时和个性化信息,以前往公共交通中心。拟议的 ODT 服务采用城市交通仿真或 SUMO 仿真框架进行建模。为了评估 ODT 服务的性能,我们将其应用于加拿大魁北克省的 Terrebonne 市。建议的服务与该地区现有的公共汽车交通以及门到门公共交通服务进行了比较。比较分析的结果表明,与现有的巴士交通服务相比,拟议的 ODT 服务可使总旅行时间大幅减少 36%,绕行时间减少 41%。此外,还进行了详细的敏感性分析,以了解不同参数、变量和调度算法对服务性能的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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