TY - JOUR
T1 - Sustainable closed-loop mask supply chain network design using mathematical modeling and a fuzzy multi-objective approach
AU - Setiawan, Roy
AU - Salman, Rabia
AU - Khairov, Bari Galimovich
AU - Karpov, Valeriy Vasilyevich
AU - Dmitrievna Danshina, Svetlana
AU - Vladimirovna Vasyutkina, Lidia
AU - Alekseevna Prodanova, Natalia
AU - Zhenzhebir, Viacheslav
AU - Nuyanzin, Evgeny
AU - Kapustina, Nadezhda
AU - Kalajahi, Ali Hasanzadeh
N1 - Publisher Copyright:
© 2021 by the authors. Licensee MDPI, Basel, Switzerland.
PY - 2021/5/2
Y1 - 2021/5/2
N2 - The outbreak of the deadly coronavirus, which is increasing the number of victims every day, has created many changes in today’s world. The use of various masks is the most important social tool against this virus. Given the importance of rapid and quality supply of masks in the current situation, it is necessary to study supply chain in particular. In this research, the design of a closed chain supply chain network for different types of masks is assessed. The studied supply chain includes suppliers, manufacturers, distributors, and retailers in the forward flow and collection centers, separate centers, recycling centers, and disposal centers in the backward flow. In this regard, a multi-objective mathematical model with the objectives of increasing the total profit and reducing the total environmental impact, and maximizing social responsibility is presented. The optimization of this mathematical model has been done using a fuzzy optimization approach in GAMS software. The results of this study show that maximizing the total profit and minimizing the environmental effects and maximizing social responsibility are in contrast to each other. In addition, the sensitivity analysis indicated that the customers’ demand can affect all aspects of the sustainable supply chain simultaneously.
AB - The outbreak of the deadly coronavirus, which is increasing the number of victims every day, has created many changes in today’s world. The use of various masks is the most important social tool against this virus. Given the importance of rapid and quality supply of masks in the current situation, it is necessary to study supply chain in particular. In this research, the design of a closed chain supply chain network for different types of masks is assessed. The studied supply chain includes suppliers, manufacturers, distributors, and retailers in the forward flow and collection centers, separate centers, recycling centers, and disposal centers in the backward flow. In this regard, a multi-objective mathematical model with the objectives of increasing the total profit and reducing the total environmental impact, and maximizing social responsibility is presented. The optimization of this mathematical model has been done using a fuzzy optimization approach in GAMS software. The results of this study show that maximizing the total profit and minimizing the environmental effects and maximizing social responsibility are in contrast to each other. In addition, the sensitivity analysis indicated that the customers’ demand can affect all aspects of the sustainable supply chain simultaneously.
KW - Closed-loop supply chain
KW - Environmental effects
KW - Fuzzy optimization approach
KW - Mask supply chain
KW - Social responsibility
KW - Sustainable supply chain network design
UR - http://www.scopus.com/inward/record.url?scp=85106487782&partnerID=8YFLogxK
U2 - 10.3390/su13105353
DO - 10.3390/su13105353
M3 - Article
AN - SCOPUS:85106487782
SN - 2071-1050
VL - 13
JO - Sustainability (Switzerland)
JF - Sustainability (Switzerland)
IS - 10
M1 - 5353
ER -