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一种基于主体的模型,用于应对新冠疫情后的供应链恢复。

An agent-based model for supply chain recovery in the wake of the COVID-19 pandemic.

作者信息

Rahman Towfique, Taghikhah Firouzeh, Paul Sanjoy Kumar, Shukla Nagesh, Agarwal Renu

机构信息

UTS Business School, University of Technology Sydney, Sydney, Australia.

Crawford School of Public Policy, Australian National University, Canberra, Australia.

出版信息

Comput Ind Eng. 2021 Aug;158:107401. doi: 10.1016/j.cie.2021.107401. Epub 2021 May 18.

DOI:10.1016/j.cie.2021.107401
PMID:35313660
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8926404/
Abstract

The current COVID-19 pandemic has hugely disrupted supply chains (SCs) in different sectors globally. The global demand for many essential items (e.g., facemasks, food products) has been phenomenal, resulting in supply failure. SCs could not keep up with the shortage of raw materials, and manufacturing firms could not ramp up their production capacity to meet these unparalleled demand levels. This study aimed to examine a set of congruent strategies and recovery plans to minimize the cost and maximize the availability of essential items to respond to global SC disruptions. We used facemask SCs as an example and simulated the current state of its supply and demand using the agent-based modeling method. We proposed two main recovery strategies relevant to building emergency supply and extra manufacturing capacity to mitigate SC disruptions. Our findings revealed that minimizing the risk response time and maximizing the production capacity helped essential item manufacturers meet consumers' skyrocketing demands and timely supply to consumers, reducing financial shocks to firms. Our study suggested that delayed implementation of the proposed recovery strategies could lead to supply, demand, and financial shocks for essential item manufacturers. This study scrutinized strategies to mitigate the demand-supply crisis of essential items. It further proposed congruent strategies and recovery plans to alleviate the problem in the exceptional disruptive event caused by COVID-19.

摘要

当前的新冠疫情极大地扰乱了全球不同行业的供应链。全球对许多必需品(如口罩、食品)的需求惊人,导致供应短缺。供应链无法跟上原材料短缺的状况,制造企业也无法提高其生产能力以满足这些前所未有的需求水平。本研究旨在探讨一套一致的策略和恢复计划,以尽量降低成本并最大限度地提高必需品的供应,从而应对全球供应链中断的情况。我们以口罩供应链为例,采用基于主体的建模方法模拟了其供需现状。我们提出了与建立应急供应和额外生产能力相关的两种主要恢复策略,以减轻供应链中断的影响。我们的研究结果表明,将风险响应时间降至最低并最大限度地提高生产能力有助于必需品制造商满足消费者激增的需求并及时向消费者供应产品,减少企业面临的财务冲击。我们的研究表明,延迟实施所提出的恢复策略可能会给必需品制造商带来供应、需求和财务冲击。本研究审视了缓解必需品供需危机的策略。它还进一步提出了一致的策略和恢复计划,以缓解由新冠疫情引发的特殊干扰事件中的问题。

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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb90/8926404/c24eb33c3843/gr3_lrg.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb90/8926404/eb016074d5fd/gr4_lrg.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb90/8926404/7962c69e87ff/gr6_lrg.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb90/8926404/5dd27d26f108/gr7_lrg.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb90/8926404/68ce0437d987/gr8_lrg.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb90/8926404/989ef52cd9dd/gr12_lrg.jpg

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2
COVID-19 pandemic related supply chain studies: A systematic review.与2019冠状病毒病大流行相关的供应链研究:一项系统综述。
Transp Res E Logist Transp Rev. 2021 Apr;148:102271. doi: 10.1016/j.tre.2021.102271. Epub 2021 Feb 13.
3
Ripple effect in the supply chain network: Forward and backward disruption propagation, network health and firm vulnerability.
通过数字创新确定COVID-19期间医疗供应链中断管理的恢复力策略:一项系统的文献综述
Inform Med Unlocked. 2023;38:101199. doi: 10.1016/j.imu.2023.101199. Epub 2023 Feb 25.
4
Modelling supply chain sustainability challenges in the food processing sector amid the COVID-19 outbreak.新冠疫情期间食品加工行业供应链可持续性挑战建模
Socioecon Plann Sci. 2023 Jun;87:101535. doi: 10.1016/j.seps.2023.101535. Epub 2023 Feb 6.
5
Modeling the artificial intelligence-based imperatives of industry 5.0 towards resilient supply chains: A post-COVID-19 pandemic perspective.从新冠疫情后视角看基于人工智能的工业5.0对弹性供应链的要求建模
Comput Ind Eng. 2023 Mar;177:109055. doi: 10.1016/j.cie.2023.109055. Epub 2023 Jan 31.
6
The Digital Supply Chain Twin paradigm for enhancing resilience and sustainability against COVID-like crises.用于增强应对类似新冠危机的恢复力和可持续性的数字供应链孪生范式。
Procedia Comput Sci. 2023;217:1940-1947. doi: 10.1016/j.procs.2022.12.394. Epub 2023 Jan 13.
7
Using simulation modelling and systems science to help contain COVID-19: A systematic review.利用模拟建模和系统科学助力控制2019冠状病毒病:一项系统综述
Syst Res Behav Sci. 2022 Aug 19. doi: 10.1002/sres.2897.
8
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J Clean Prod. 2022 Oct 10;370:133423. doi: 10.1016/j.jclepro.2022.133423. Epub 2022 Aug 12.
9
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Ann Oper Res. 2022 Aug 1:1-52. doi: 10.1007/s10479-022-04884-0.
10
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Eur J Oper Res. 2021 Jun 16;291(3):1117-1131. doi: 10.1016/j.ejor.2020.09.053. Epub 2020 Oct 10.
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Environ Resour Econ (Dordr). 2020;76(4):1067-1079. doi: 10.1007/s10640-020-00473-6. Epub 2020 Aug 4.
6
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7
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Ann Oper Res. 2022;319(1):1411-1431. doi: 10.1007/s10479-020-03640-6. Epub 2020 May 22.
8
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J Shanghai Jiaotong Univ Sci. 2020;25(4):409-416. doi: 10.1007/s12204-020-2206-z. Epub 2020 Aug 2.
9
Covid-19's impact on supply chain decisions: Strategic insights from NASDAQ 100 firms using Twitter data.新冠疫情对供应链决策的影响:利用推特数据从纳斯达克100强公司得出的战略见解。
J Bus Res. 2020 Sep;117:443-449. doi: 10.1016/j.jbusres.2020.05.035. Epub 2020 Jun 12.
10
An analysis on the panic during COVID-19 pandemic through an online form.通过在线表格分析 COVID-19 大流行期间的恐慌情绪。
J Affect Disord. 2020 Nov 1;276:14-22. doi: 10.1016/j.jad.2020.06.046. Epub 2020 Jul 15.