Department of Engineering Management, College of Electrical and Mechanical Engineering (CEME), National University of Sciences and Technology (NUST), Islamabad, Pakistan.
Interdisciplinary Research Center for Smart Mobility and Logistics, King Fahd University of Petroleum & Minerals, Dhahran, Saudi Arabia.
PLoS One. 2022 Jun 16;17(6):e0268552. doi: 10.1371/journal.pone.0268552. eCollection 2022.
The need for environmental protection and involvement of ecological aspects in the business operations is forcing the organizations to re-examine their action plans and rebuild their supply chain activities. Many organizations are incorporating environmental rules and regulations in their everyday matters by focusing on green supplier selection. The proposed research paper develops a multi-objective interactive fuzzy programming model for the selection of suppliers. This model works on a business quartet of green appraisal score, cost, quality, and time. The model uses an environmental scale for different green parameters and all the suppliers are scored based on this scale. In this research model, Quality Function Deployment (QFD) methodology is integrated with the multi-objective interactive fuzzy programming. QFD technique is utilized to compute the weights of several green factors used for the selection of suppliers. The model uses a Fuzzy linguistic scale and a triangular membership function to link expert opinions along with their experience to solve the problem. Finally, the model is validated on a numerical case study of the textile industry for green supplier selection which achieves a 100% satisfaction for cost and time, 75% satisfaction for green appraisal score, and 93.95% for the quality. The proposed model assists the decision-makers in selecting green suppliers to improve the overall sustainability of their organizations.
环境保护的需求以及生态方面在商业运营中的参与,迫使组织重新审查其行动计划并重建其供应链活动。许多组织通过关注绿色供应商选择,将环境规则和法规纳入日常事务中。本文提出了一种用于供应商选择的多目标交互式模糊规划模型。该模型基于绿色评估得分、成本、质量和时间这四个商业因素来运作。该模型使用环境量表来衡量不同的绿色参数,所有供应商都根据这个量表进行评分。在这个研究模型中,质量功能部署 (QFD) 方法与多目标交互式模糊规划相结合。QFD 技术用于计算用于供应商选择的多个绿色因素的权重。该模型使用模糊语言量表和三角隶属函数来结合专家意见及其经验来解决问题。最后,该模型在纺织业的绿色供应商选择的数值案例研究中得到了验证,在成本和时间方面达到了 100%的满意度,在绿色评估得分方面达到了 75%的满意度,在质量方面达到了 93.95%的满意度。所提出的模型有助于决策者选择绿色供应商,从而提高其组织的整体可持续性。