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医疗器械的绿色敏捷供应商选择问题:一种混合模糊决策方法。

The green-agile supplier selection problem for the medical devices: a hybrid fuzzy decision-making approach.

机构信息

Department of Industrial Engineering, Babol Noshirvani University of Technology, Babol, Iran.

Department of Industrial Engineering, Mazandaran University of Science and Technology, Babol, Iran.

出版信息

Environ Sci Pollut Res Int. 2022 Jan;29(5):6793-6811. doi: 10.1007/s11356-021-14690-z. Epub 2021 Aug 30.

Abstract

The supplier selection problem (SSP) is known as one of the major issues in the supply chain management area. In this field, the literature shows that the combination of green and agile indicators has been ignored by researchers. Hence, this research attempts to study the SSP considering green and agile aspects, simultaneously. To do this, an efficient hybrid fuzzy decision-making approach is developed based on the Fuzzy Decision-Making Trial and Evaluation Laboratory (FDEMATEL), Fuzzy Best-Worst Method (FBWM), Fuzzy Analytic Network Process (FANP), and Fuzzy Vlse Kriterijumsk Optimizacija Kompromisno Resenje (FVIKOR) methods. Then, to show the efficiency and application of the proposed approach, a case study in the medical devices industry is investigated. After determining the main indicators and alternatives, the interrelationships between indicators are identified employing FDEMATEL. Then, the weights of indicators are calculated using integrated FBWM-FANP. Finally, the potential suppliers are ranked applying FVIKOR. Based on the obtained results, price and greenness are the more important aspects and also material costs, environmental performance evaluation, manufacture flexibility, service level, and system reliability are the most important criteria for the green-agile supplier selection problem in the medical devices industry. Since all of the consistency ratios are less than 0.1, the reliability of the results is proved. On the other side, the results of conducting sensitivity analysis show that by changing the defuzzification methods, there is no significant change in the obtained results that demonstrates the validity of the proposed approach. Eventually, based on the obtained results, suppliers #1 and #5 are the best suppliers for the considered company.

摘要

供应商选择问题 (SSP) 是供应链管理领域的主要问题之一。在该领域,文献表明绿色和敏捷指标的结合已被研究人员忽视。因此,本研究试图同时考虑绿色和敏捷方面来研究 SSP。为此,开发了一种基于模糊决策试验和评估实验室 (FDEMATEL)、模糊最佳最差方法 (FBWM)、模糊分析网络过程 (FANP) 和模糊 VIse Kriterijumska Optimizacija Kompromisno Resenje (FVIKOR) 方法的高效混合模糊决策方法。然后,为了展示所提出方法的效率和应用,在医疗器械行业进行了案例研究。在确定主要指标和备选方案后,使用 FDEMATEL 确定指标之间的相互关系。然后,使用集成的 FBWM-FANP 计算指标的权重。最后,应用 FVIKOR 对潜在供应商进行排名。根据获得的结果,价格和绿色性是更重要的方面,材料成本、环境绩效评估、制造灵活性、服务水平和系统可靠性也是医疗器械行业绿色敏捷供应商选择问题的最重要标准。由于所有一致性比率都小于 0.1,因此证明了结果的可靠性。另一方面,进行敏感性分析的结果表明,通过改变去模糊化方法,所得结果没有显著变化,这证明了所提出方法的有效性。最终,根据获得的结果,供应商 #1 和 #5 是考虑公司的最佳供应商。

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