Last mile urban freight delivery: A new system based on platoons of automated vehicles

IF 6.3 2区 工程技术 Q1 ECONOMICS Transport Policy Pub Date : 2025-04-01 Epub Date: 2025-01-15 DOI:10.1016/j.tranpol.2025.01.023
Marino Lupi, Daniele Conte, Alessandro Farina
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Abstract

In this paper, a new transport system for city logistics, based on automated vehicles, is presented. This system aims to address the UDC localization problem. Deliveries are performed by platoons of electric and automated vehicles in which the leading one is driven while the others move driverless. Each platoon travels from the Urban Distribution Centre (UDC) to a specific place on the border of the city centre, named Split Up Location (SUL), where the platoon is divided. Then each vehicle, except the leading one, carries out the last mile deliveries in an automated way. During this time, the driver can relocate where required. After finishing deliveries, vehicles come back to the same SUL and reassemble in a platoon, then the platoon comes back to the UDC. The system design has been addressed as a two-echelon Vehicle Routing Problem with satellites, where SULs play the role of satellites and the UDC plays the role of the depot. Thanks to the fact that SULs have a fixed position, they are located in strategic positions of the urban area, it has been possible to simplify this problem and sub-divide it into two sub-problems: a minimum path problem from the UDC to SULs, and a multi-depot CVRP (Capacitated Vehicle Routing Problems) from SULs to receivers, where SULs play the role of depots. A simulator modelizes the activities of each platoon, each vehicle and each driver and it allows to evaluate, dynamically, the number of vehicles required to operate the system and the timetable of driver activities. The proposed transport system provides significant savings in terms of: energy consumption, CO2 and PM10 emissions, and costs. These savings are also due to the UDC utilization that allows a strong reduction in the number of delivery trips, thanks to a reorganization of packages in order to increase the vehicle load factor. However UDCs still record a low usage: as a result, policies of public administrations should be oriented to improve the UDC utilization.
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最后一英里城市货运:基于自动车辆队列的新系统
本文提出了一种基于自动驾驶车辆的城市物流运输新系统。该系统旨在解决UDC本地化问题。送货是由一排排电动和自动驾驶车辆完成的,其中领头的车辆由驾驶员驾驶,而其他车辆则无人驾驶。每个排从城市配送中心(UDC)出发,前往位于市中心边界的一个特定地点,该地点被称为分割地点(SUL),在那里排被划分。然后,除了排在前面的那辆车外,每辆车都以自动化的方式完成最后一英里的送货。在此期间,驱动程序可以在需要的地方重新定位。完成交付后,车辆返回同一SUL并重新组装成一个排,然后该排返回UDC。系统设计已被处理为带有卫星的两梯队车辆路线问题,其中SULs扮演卫星的角色,UDC扮演仓库的角色。由于SULs具有固定的位置,它们位于城市区域的战略位置,因此可以将该问题简化并细分为两个子问题:从UDC到SULs的最小路径问题,以及从SULs到接收器的多仓库CVRP(有能力车辆路由问题),其中SULs扮演仓库的角色。模拟器模拟了每个车队、每辆车和每个司机的活动,并允许动态评估运行系统所需的车辆数量和司机活动时间表。拟议的运输系统在能源消耗、二氧化碳和PM10排放以及成本方面提供了显著的节省。这些节省也是由于UDC的利用,由于重新安排包裹以增加车辆负载系数,从而大大减少了交付次数。然而,发展中国家发展纲领的使用率仍然很低:因此,公共行政的政策应着眼于提高发展中国家发展纲领的使用率。
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来源期刊
Transport Policy
Transport Policy Multiple-
CiteScore
12.10
自引率
10.30%
发文量
282
期刊介绍: Transport Policy is an international journal aimed at bridging the gap between theory and practice in transport. Its subject areas reflect the concerns of policymakers in government, industry, voluntary organisations and the public at large, providing independent, original and rigorous analysis to understand how policy decisions have been taken, monitor their effects, and suggest how they may be improved. The journal treats the transport sector comprehensively, and in the context of other sectors including energy, housing, industry and planning. All modes are covered: land, sea and air; road and rail; public and private; motorised and non-motorised; passenger and freight.
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