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物联网平台对COVID-19疫苗物流和运输的评估方法:一个多方法决策模型
1Shahzeb Shaheed Government Degree College Razzar, Swabi, Higher Education Department, Peshawar, Khyber Pakhtunkhwa, Pakistan.
Scientific reports
|October 16, 2023
概括
选择合适的物联网 (IoT) 平台对于有效的COVID-19疫苗供应链管理至关重要. 本研究提出了一个决策模型,以帮助物流经理选择最佳的物联网平台用于疫苗运输和监控.
科学领域:
- 物流和供应链管理的物流和供应链管理.
- 信息技术在医疗保健中的应用
- 决策科学 决策科学 决策科学
背景情况:
- 由于温度敏感性和复杂的物流,COVID-19疫苗供应链管理 (SCM) 存在重大挑战.
- 物联网 (IoT) 通过实时跟踪,监控和安全运输等功能提供解决方案.
- 供应链管理人员很难选择合适的物联网平台,原因是缺乏经验和各种可用的选择.
研究的目的:
- 开发一个决策模型,用于评估和选择适合COVID-19疫苗物流和运输 (L&T) 的物联网平台.
- 通过提供对物联网平台选择的结构化方法来解决COVID-19疫苗SCM中的复杂性和挑战.
主要方法:
- 采用混合多标准决策 (MCDM) 方法来评估物联网平台.
- 估计-谈话-估计 (ETE) 方法用于收集专家调查答案.
- 拟议的模型使用专家调查进行了验证,并使用简单增量权衡 (SAW) 技术进行了验证.
主要成果:
- 决策模型表现出高准确度和可靠性,精度,准确度和回忆值分别为93%,93%和94%.
- 该模型有效地解决了为疫苗SCM选择物联网平台的复杂性.
- 使用SAW技术的验证证实了该模型的强度.
结论:
- 拟议的决策模型为选择COVID-19疫苗SCM中的物联网平台提供了合理和有效的解决方案.
- 该模型适合实际应用,有助于管理人员在针对疫苗物流的物联网平台选择的复杂性上进行导航.
- 该研究提供了一个经过验证的框架,以提高疫苗供应链的安全性和效率.
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