Integrating mobile parcel lockers into last-mile delivery networks: an operational design for home delivery, stationary, and mobile parcel lockers

IF 5.9 3区 管理学 Q1 MANAGEMENT
Marcel Peppel, Stefan Spinler, Matthias Winkenbach
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引用次数: 0

Abstract

Purpose

The e-commerce boom presents new challenges for last-mile delivery (LMD), which may be mitigated by new delivery technologies. This paper evaluates the impact of mobile parcel lockers (MPL) on costs and CO2 equivalent (CO2e) emissions in existing LMD networks, which include home delivery and shipments to stationary parcel lockers.

Design/methodology/approach

To describe customers’ preferences, we design a multinomial logit model based on recipients’ travel distance to pick-up locations and availability at home. Based on route cost estimation, we define the operating costs for MPLs. We devise a mathematical model with binary decision variables to optimize the location of MPLs.

Findings

Our study demonstrates that integrating MPLs leads to additional cost savings of 8.7% and extra CO2e emissions savings of up to 5.4%. Our analysis of several regional clusters suggests that MPLs yield benefits in highly populous cities but may result in additional emissions in more rural areas where recipients drive longer distances to pick-ups.

Originality/value

This paper designs a suitable operating model for MPLs and demonstrates environmental and economic savings. Moreover, it adds recipients’ availability at home to receive parcels improving the accuracy of stochastic demand. In addition, MPLs are evaluated in the context of several regional clusters ranging from large cities to rural areas. Thus, we provide managerial guidance to logistics service providers how and where to deploy MPLs.

将移动包裹柜纳入最后一英里投递网络:送货上门、固定和移动包裹柜的运营设计
目的电子商务的蓬勃发展给最后一英里配送(LMD)带来了新的挑战,而新的配送技术可以缓解这些挑战。本文评估了移动包裹柜(MPL)对现有 LMD 网络(包括送货上门和固定包裹柜)的成本和二氧化碳当量(CO2e)排放的影响。为了描述客户的偏好,我们根据收件人到取货地点的旅行距离和家中的可用性设计了一个多项式 logit 模型。根据路线成本估算,我们确定了 MPL 的运营成本。我们设计了一个包含二元决策变量的数学模型,以优化 MPLs 的选址。 研究结果 我们的研究表明,整合 MPLs 可额外节省 8.7% 的成本,并额外减少高达 5.4% 的二氧化碳排放量。我们对几个区域集群的分析表明,MPL 在人口密集的城市产生了效益,但在农村地区可能会导致额外的排放,因为在农村地区,受助人开车去取货的距离更远。此外,它还增加了收件人在家接收包裹的时间,提高了随机需求的准确性。此外,本文还在从大城市到农村地区的多个区域集群中对 MPL 进行了评估。因此,我们为物流服务提供商如何以及在何处部署 MPL 提供了管理指导。
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
11.20
自引率
10.40%
发文量
34
期刊介绍: IJPDLM seeks strategically focused, theoretically grounded, empirical and conceptual, quantitative and qualitative, rigorous and relevant, original research studies in logistics, physical distribution and supply chain management operations and associated strategic issues. Quantitatively oriented mathematical and modelling research papers are not suitable for IJPDLM. Desired topics include, but are not limited to: Customer service strategy Omni-channel and multi-channel distribution innovations Order processing and inventory management Implementation of supply chain processes Information and communication technology Sourcing and procurement Risk management and security Personnel recruitment and training Sustainability and environmental Collaboration and integration Global supply chain management and network complexity Information and knowledge management Legal, financial and public policy Retailing, channels and business-to-business management Organizational and human resource development Logistics and SCM education.
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