The electric location routing problem with time windows and partial recharging

布线(电子设计自动化) 计算机科学 车辆路径问题 航程(航空) 运筹学 订单(交换) 练习场 电动汽车 运输工程 业务 计算机网络 工程类 财务 物理 量子力学 航空航天工程 功率(物理)
作者
Maximilian Schiffer,Grit Walther
出处
期刊:European Journal of Operational Research [Elsevier BV]
卷期号:260 (3): 995-1013 被引量:269
标识
DOI:10.1016/j.ejor.2017.01.011
摘要

Electric commercial vehicles are expected to contribute significantly to the mobility of the future. Furthermore, there are first pilot projects of logistics companies operating electric commercial vehicles. So far, planning approaches for electric fleets either address routing decisions with emphasis on the limited driving range and long charging times of the vehicles, or focus on the siting of charging stations in order to implement the necessary charging infrastructure. In this paper, we present a location routing approach to consider routing of electric vehicles and siting decisions for charging stations simultaneously in order to support strategic decisions of logistics fleet operators. Thereby, we regard different recharging options due to real world constraints. Furthermore, we also take alternative objective functions into account minimizing not only the traveled distance, but also the number of vehicles needed and the number of charging stations sited as well as total costs. Results are presented for the total traveled distance of the location routing model, and potential improvements compared to a vehicle routing model are shown. Shorter overall distances can be achieved if simultaneous siting as well as extended recharging options are allowed. Besides, results for the other objective functions are shown with respect to the impact of the objectives and conflicting targets.
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