Modelling and disrupting counterfeit N95 respirator supply chains

IF 9.9 1区 工程技术 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Advanced Engineering Informatics Pub Date : 2025-03-01 Epub Date: 2024-12-28 DOI:10.1016/j.aei.2024.103084
Edward Huang , Louise Shelley , Layla Hashemi
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Abstract

During the COVID-19 pandemic, millions of counterfeit respirators and fraudulent medical products infiltrated legitimate supply chains, often facilitated by registered businesses, third-party logistics providers, and companies in the technology sector. The trade in counterfeit respirators during the global health crisis threatened public health, safety, and security. The study uses seizure data, as well as analysis of shipping records and investigation reports to understand illicit supply chains of counterfeit N95 respirators. To compare the effectiveness of different types of disruption strategies, the authors propose a multi-period optimization problem and study different types of disruption strategies that would undermine counterfeit respirator supply chains. The authors also share numerical experiments and findings concerning the effectiveness of the proposed model.
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模拟和破坏假冒N95口罩供应链
在2019冠状病毒病大流行期间,数以百万计的假冒口罩和欺诈性医疗产品渗透到合法供应链中,通常由注册企业、第三方物流提供商和技术部门的公司提供便利。在全球卫生危机期间,假冒呼吸器贸易威胁到公共卫生、安全和保障。这项研究使用了查获数据,以及对运输记录和调查报告的分析,以了解假冒N95口罩的非法供应链。为了比较不同类型中断策略的有效性,作者提出了一个多周期优化问题,并研究了破坏假冒口罩供应链的不同类型中断策略。作者还分享了关于所提出模型有效性的数值实验和发现。
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来源期刊
Advanced Engineering Informatics
Advanced Engineering Informatics 工程技术-工程:综合
CiteScore
12.40
自引率
18.20%
发文量
292
审稿时长
45 days
期刊介绍: Advanced Engineering Informatics is an international Journal that solicits research papers with an emphasis on 'knowledge' and 'engineering applications'. The Journal seeks original papers that report progress in applying methods of engineering informatics. These papers should have engineering relevance and help provide a scientific base for more reliable, spontaneous, and creative engineering decision-making. Additionally, papers should demonstrate the science of supporting knowledge-intensive engineering tasks and validate the generality, power, and scalability of new methods through rigorous evaluation, preferably both qualitatively and quantitatively. Abstracting and indexing for Advanced Engineering Informatics include Science Citation Index Expanded, Scopus and INSPEC.
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