An Autonomous Modular Public Transit service

IF 7.6 1区 工程技术 Q1 TRANSPORTATION SCIENCE & TECHNOLOGY
Xi Cheng , Yu (Marco) Nie , Jane Lin
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引用次数: 0

Abstract

In this work, we present a proof-of-concept investigation of Autonomous Modular Public Transit (AMPT) at a network scale and compare it with the traditional fixed-route, fixed-vehicle size transit service in terms of total cost, which consists of both agency’s capital and operational cost (including energy cost) and passenger time cost. We formulate and solve stylized design models for AMPT on a grid network in a range of demand density scenarios with both homogenous and heterogeneous distributions. The AMPT models explicitly account for pod joining and disjoining (and therefore en-route transfers of passengers) and potential energy savings due to pod train formation (pod platooning), which represent major departures from the traditional transit models in the literature. Numerical results find that AMPT, if designed properly, may save the total cost compared to traditional transit systems thanks to demand responsive pod train capacity, particularly in the low demand scenarios. The cost savings of AMPT are largely attributed to passenger time saving by en-route transfer; the agency cost of AMPT has a mixed picture. The load factor of AMPT generally improves over the traditional transit service. We also show how key parameter values may affect the AMPT costs through sensitivity analysis.
自主模块化公共交通服务
在这项工作中,我们对网络规模的自主模块化公共交通(AMPT)进行了概念验证调查,并将其与传统的固定路线、固定车辆规模的公交服务在总成本(包括机构的资本和运营成本(包括能源成本)以及乘客的时间成本)方面进行了比较。我们制定并求解了网格网络上的 AMPT 风格化设计模型,该模型适用于一系列同质和异质分布的需求密度场景。AMPT 模型明确考虑了吊舱的连接和分离(以及乘客的途中换乘),以及吊舱列车编组(吊舱排队)可能带来的能源节约,这与文献中的传统公交模型有很大不同。数值结果表明,如果设计得当,AMPT 的吊舱列车容量可满足需求,与传统公交系统相比,AMPT 可节省总成本,尤其是在需求量较低的情况下。AMPT 的成本节约主要归功于乘客通过中途换乘节省了时间;AMPT 的机构成本则喜忧参半。与传统公交服务相比,AMPT 的负载率普遍有所提高。我们还通过敏感性分析表明了关键参数值对 AMPT 成本的影响。
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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来源期刊
CiteScore
15.80
自引率
12.00%
发文量
332
审稿时长
64 days
期刊介绍: Transportation Research: Part C (TR_C) is dedicated to showcasing high-quality, scholarly research that delves into the development, applications, and implications of transportation systems and emerging technologies. Our focus lies not solely on individual technologies, but rather on their broader implications for the planning, design, operation, control, maintenance, and rehabilitation of transportation systems, services, and components. In essence, the intellectual core of the journal revolves around the transportation aspect rather than the technology itself. We actively encourage the integration of quantitative methods from diverse fields such as operations research, control systems, complex networks, computer science, and artificial intelligence. Join us in exploring the intersection of transportation systems and emerging technologies to drive innovation and progress in the field.
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