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食品零售供应链韧性与新冠疫情:基于数字孪生的影响分析及改进方向

Food retail supply chain resilience and the COVID-19 pandemic: A digital twin-based impact analysis and improvement directions.

作者信息

Burgos Diana, Ivanov Dmitry

机构信息

Berlin School of Economics and Law, Department of Business and Economics, Supply Chain and Operations Management Group, 10825 Berlin, Germany.

出版信息

Transp Res E Logist Transp Rev. 2021 Aug;152:102412. doi: 10.1016/j.tre.2021.102412. Epub 2021 Jun 30.

DOI:10.1016/j.tre.2021.102412
PMID:34934397
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8677600/
Abstract

In this study, we examine the impact of the COVID-19 pandemic on food retail supply chains (SCs) and their resilience. Based on real-life pandemic scenarios encountered in Germany, we develop and use a discrete-event simulation model to examine SC operations and performance dynamics with the help of anyLogistix digital SC twin. The computational results show that food retail SC resilience at the upheaval times is triangulated by the pandemic intensity and associated lockdown/shutdown governmental measures, inventory-ordering dynamics in the SC, and customer behaviours. We observe that surges in demand and supplier shutdowns have had the highest impact on SC operations and performance, whereas the impact of transportation disruptions was rather low. Transportation costs have spiked because of chaotic inventory-ordering dynamics leading to more frequent and irregular shipments. On bright side, we observe the demand growth and utilization of online sales channels yielding higher revenues. We propose several directions and practical implementation guidelines to improve the food retail SC resilience. We stress the importance of SC digital twins and end-to-end visibility along with resilient demand, inventory, and capacity management. The outcomes of our study can be instructive for enhancing the resilience of food retail SCs in preparation for future pandemics and pandemic-like crises.

摘要

在本研究中,我们考察了新冠疫情对食品零售供应链及其韧性的影响。基于在德国遇到的实际疫情情况,我们开发并使用了一个离散事件模拟模型,借助anyLogistix数字供应链双胞胎来考察供应链运营和绩效动态。计算结果表明,在动荡时期,食品零售供应链的韧性由疫情强度及相关的政府封锁/关闭措施、供应链中的库存订购动态以及客户行为共同决定。我们观察到,需求激增和供应商停产对供应链运营和绩效的影响最大,而运输中断的影响相对较小。由于混乱的库存订购动态导致运输更加频繁和不规则,运输成本大幅上升。从积极的方面来看,我们观察到需求增长以及在线销售渠道的利用带来了更高的收入。我们提出了几个方向和实际实施指南,以提高食品零售供应链的韧性。我们强调供应链数字双胞胎以及端到端可视性连同弹性需求、库存和容量管理的重要性。我们的研究结果对于增强食品零售供应链的韧性以应对未来的大流行和类似大流行的危机具有指导意义。

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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/532e/8677600/ec4210f02bfb/gr2_lrg.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/532e/8677600/6481d041cc66/gr3_lrg.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/532e/8677600/35da263c7ff6/gr4_lrg.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/532e/8677600/8783282048d2/gr5_lrg.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/532e/8677600/e0971bc3f198/gr6_lrg.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/532e/8677600/3fdc3b0cb2c4/gr7_lrg.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/532e/8677600/7db7f91e176d/gr8_lrg.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/532e/8677600/b8261e5c8c4d/gr9_lrg.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/532e/8677600/fd931111c6d4/gr10_lrg.jpg
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