Industrial Engineering Department, Adana Alparslan Türkeş Science and Technology University, Balcalı Mahallesi, Çatalan Caddesi, No:201/5 01250, Sarıçam/Adana, Turkey.
Department of Management and Organization, Tarsus University, Mersin, Turkey.
Environ Sci Pollut Res Int. 2021 Apr;28(13):15646-15658. doi: 10.1007/s11356-021-12733-z. Epub 2021 Feb 12.
Cold chain, which affects human health and quality of life, is applied for temperature-sensitive and perishable products. Any problems occurring in the cold chain can cause deterioration in products, causing poisoning, death, or various diseases. There are many stages in the cold chain itself and the risk significance level of each stage is different. Therefore, the risks that occur depending on the weight of the stages in the cold chain should be defined and minimized and action plans are needed to be formed. Every action in the action plan cannot be implemented simultaneously since each action requires a different amount of budget and time resources of the companies are finite. Hence, the risks occurring in the cold chain should be minimized with the maximum use of limited company resources. In this study, an integrated mathematical model with analytical hierarchy method and failure mode and effect analysis is proposed that will maximize the weighted risk reduction amount by considering the budget and time constraints of the companies at the same time. The proposed approach has been applied in the 3PL service provider and the results are discussed. According to the results of the study where maximum benefit is aimed with the actions taken against the dangers, the maximum objective function value was obtained at the second and third levels of the workforce and budget values by evaluating the different situations with scenario analyses. In this solution, it is foreseen that by taking 5 actions, improvement will be made in 14 hazards.
冷链影响人类健康和生活质量,适用于对温度敏感和易腐产品。冷链中出现的任何问题都可能导致产品恶化,引起中毒、死亡或各种疾病。冷链本身有许多阶段,每个阶段的风险意义水平不同。因此,应根据冷链各阶段的重要性定义和最小化风险,并制定行动计划。由于行动计划中的每个行动都不能同时实施,因为每个行动都需要公司不同数量的预算和时间资源,而公司的资源是有限的。因此,应最大限度地利用公司有限的资源,将冷链中发生的风险降到最低。在这项研究中,提出了一种综合的数学模型,结合层次分析法和失效模式与影响分析,同时考虑公司的预算和时间限制,最大限度地提高加权风险降低量。该方法已应用于第三方物流服务提供商,并对结果进行了讨论。根据针对危险采取行动以获得最大利益的研究结果,通过对不同情况进行情景分析,在劳动力和预算值的第二和第三级评估中获得了最大目标函数值。在这个解决方案中,预计通过采取 5 项行动,可以在 14 项危害中得到改进。