无人机(uav)和送货机器人(sugv)在最后一英里自动送货中的比较研究

IF 3.6 Q2 MANAGEMENT
Fang Li, O. Kunze
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引用次数: 0

摘要

背景:无人机(UAV)和无人地面车(SUGV)是彻底改变最后一英里送货上门的两个突出选择。然而,目前还没有关于对它们进行全面评估的文献。为了弥补这一研究差距,本文旨在从实践、概念、技术、商业和环境的角度,在城市包裹递送的背景下,将无人机与SUGV进行比较。方法论:基于结构化文献和网络研究,本文对这两个交付概念进行了比较现状回顾。我们引入了一个基于参数的成本计算模型来估计每种技术的每次装运成本。为了检测关键的成本驱动因素,我们采用了单向灵敏度分析和“全因子实验设计”方法。结果:这两项业务的关键成本驱动因素是“每个运营商的车辆数量”和“平均直线服务半径”。从今天的商业角度来看,我们的模型表明SUGV有更好的盈利能力。然而,技术和监管的发展可能会在未来带来不同的结果。由于SUGV比无人机排放的噪音要小得多,我们认为从居民的角度来看,SUGV在自动城市最后一英里配送中具有额外的优势。结论:这两个关键成本驱动因素都将显著影响无人送货上门服务的商业可行性。安全和安保方面将决定“每个运营商的车辆数量”的监管规则。为了增加“平均直线服务半径”,无人机可以从母舰交付概念中获利,而SUGV交付可以共同使用现有的公共交通基础设施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Comparative Review of Air Drones (UAVs) and Delivery Bots (SUGVs) for Automated Last Mile Home Delivery
Background: UAVs (Unmanned Aerial Vehicles) and SUGVs (Sidewalk Unmanned Ground Vehicles) are two prominent options to revolutionize last mile home delivery. However, there is no literature yet addressing a comprehensive assessment of them. To bridge this research gap, this paper aimed to compare UAVs to SUGVs in the context of urban parcel delivery from a practical, conceptual, technological, commercial, and environmental perspective. Methodology: Based on structured literature and web research, this paper provided a comparative status quo review of these two delivery concepts. We introduced a parameter-based cost calculus model to estimate the costs per shipment for each technology. To detect the key cost drivers, we applied a one-way sensitivity analysis, as well as a “full factorial design of experiment” approach. Results: These key cost drivers for both operations are the “number of vehicles per operator” and the “average beeline service radius”. From today’s commercial point of view, our model indicated better profitability of SUGVs. However, technical and regulatory developments may render different results in the future. As SUGVs emit significantly less noise than UAVs, we assume that SUGVs have an additional advantage for usage in autonomous urban last mile delivery from a resident’s perspective. Conclusions: Both key cost drivers will significantly influence the commercial viability of unmanned home delivery services. Safety and security aspects will determine regulatory rules on “number of vehicles per operator”. To increase the “average beeline service radius”, UAVs could profit from mothership delivery concepts while SUGV delivery may co-use existing public transport infrastructure.
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来源期刊
Logistics-Basel
Logistics-Basel Multiple-
CiteScore
6.60
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0.00%
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审稿时长
11 weeks
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