论文标题
基于模拟对电子商务的货运服务的仿真评估
A simulation-based evaluation of a Cargo-Hitching service for E-commerce using mobility-on-demand vehicles
论文作者
论文摘要
时间敏感的包裹交付,要求在一天或更短的时间内交付的运输是一个越来越重要的研究主题。从运营商的角度处理这些交付是有挑战性的,因为它需要其他计划限制,从而防止了在需求事先知道的情况下有效地合并交货。此外,与零售中心(包括房屋和办公室)相比,要求使用这种时间敏感的交付给更广泛的空间范围。因此,这种交付的增加被认为会加剧负面外部性,例如拥塞和排放。解决方案之一是利用乘客运输模式中的备用容量。这个概念通常被称为货运。尽管有各种可能的系统设计,但至关重要的是,这种解决方案不会降低乘客旅行的服务质量。这项研究旨在评估使用按需服务来执行当天包裹交付的使用。为此,我们使用SimMobility,这是新加坡应用的基于高分辨率代理的乘客和货运流量的仿真平台。电子商务需求载体数据用于表征模拟的包裹交付需求。探索了旨在最大程度地减少对按需移动性的乘客流动性(满足,等待和旅行时间)来最大程度地减少交付付出的不利影响的操作场景。结果表明,按需运输的服务有可能实现相当数量的包裹交付,并减少车辆的交通,并且在不损害乘客旅行的按需运输质量的情况下进行了车辆行驶量。
Time-sensitive parcel deliveries, shipments requested for delivery in a day or less, are an increasingly important research subject. It is challenging to deal with these deliveries from a carrier perspective since it entails additional planning constraints, preventing an efficient consolidation of deliveries which is possible when demand is well known in advance. Furthermore, such time-sensitive deliveries are requested to a wider spatial scope than retail centers, including homes and offices. Therefore, an increase in such deliveries is considered to exacerbate negative externalities such as congestion and emissions. One of the solutions is to leverage spare capacity in passenger transport modes. This concept is often denominated as cargo-hitching. While there are various possible system designs, it is crucial that such solution does not deteriorate the quality of service of passenger trips. This research aims to evaluate the use of Mobility-On-Demand services to perform same-day parcel deliveries. For this purpose, we use SimMobility, a high-resolution agent-based simulation platform of passenger and freight flows, applied in Singapore. E-commerce demand carrier data are used to characterize simulated parcel delivery demand. Operational scenarios that aim to minimize the adverse effect of fulfilling deliveries with Mobility-On-Demand vehicles on Mobility-On-Demand passenger flows (fulfillment, wait and travel times) are explored. Results indicate that the Mobility-On-Demand services have potential to fulfill a considerable amount of parcel deliveries and decrease freight vehicle traffic and total vehicle-kilometers-travelled without compromising the quality of Mobility On-Demand for passenger travel.