A robust optimization model for the design of a cardboard closed-loop supply chain

被引:55
作者
Safaei, Abdul Sattar [1 ]
Roozbeh, Azadeh [1 ]
Paydar, Mohammad Mandi [1 ]
机构
[1] Babol Noshirvani Univ Technol, Dept Ind Engn, Bohol, Iran
关键词
Closed-loop supply chain; Reverse logistics; Waste management; Robust optimization; Paper and cardboard recycling; REVERSE LOGISTICS NETWORK; PROGRAMMING-MODEL; STOCHASTIC-MODEL; UNCERTAINTY; SYSTEMS; RECOVERY; DEMAND; IMPACT; RETURN; WASTE;
D O I
10.1016/j.jclepro.2017.08.085
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Environmental issues, legal requirements, and economic benefits of recycling activities lead to the development of reverse logistics operations and waste management. The current research considers a closed-loop supply chain for a cardboard recycling network including multiple suppliers and production stages. A mixed integer linear programming model is proposed to optimize the paper and cardboard recycling network, and a robust optimization approach is utilized to deal with demand uncertainty in this network. The model maximizes the total profit. It considers the operation, transportation, purchasing and holding inventory costs as well. Moreover, to illustrate the application of the proposed model, a real-world cardboard closed-loop supply chain design is investigated. The proposed model considers the option to open a new recycling center in the current network. The proposed model determines the optimal quantities of the waste paper, paper, sheet and cardboard that flow in this network. Finally, the computational analysis indicated that the proposed model provides efficient solutions for the studied cardboard closed-loop network. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1154 / 1168
页数:15
相关论文
共 50 条
[1]   Models for robust tactical planning in multi-stage production systems with uncertain demands [J].
Aghezzaf, El-Houssaine ;
Sitompul, Carles ;
Najid, Najib M. .
COMPUTERS & OPERATIONS RESEARCH, 2010, 37 (05) :880-889
[2]   A new robust optimization approach for integrated multi-echelon, multi-product, multi-period supply chain network design under process uncertainty [J].
Akbari, Ali Akbar ;
Karimi, Behrooz .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2015, 79 (1-4) :229-244
[3]   A multi-objective robust optimization model for multi-product multi-site aggregate production planning in a supply chain under uncertainty [J].
Al-e-hashem, S. M. J. Mirzapour ;
Malekly, H. ;
Aryanezhad, M. B. .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2011, 134 (01) :28-42
[4]   Production planning in furniture settings via robust optimization [J].
Alem, Douglas Jose ;
Morabito, Reinaldo .
COMPUTERS & OPERATIONS RESEARCH, 2012, 39 (02) :139-150
[5]   A multi-objective facility location model for closed-loop supply chain network under uncertain demand and return [J].
Amin, Saman Hassanzadeh ;
Zhang, Guoqing .
APPLIED MATHEMATICAL MODELLING, 2013, 37 (06) :4165-4176
[6]  
[Anonymous], ENV MODELING ASSESSM
[7]   Stochastic reverse logistics network design for waste of electrical and electronic equipment [J].
Ayvaz, Berk ;
Bolat, Bersam ;
Aydin, Nezir .
RESOURCES CONSERVATION AND RECYCLING, 2015, 104 :391-404
[8]   A two-level network for recycling sand: A case study [J].
Barros, AI ;
Dekker, R ;
Scholten, V .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1998, 110 (02) :199-214
[9]   Assessing performance and uncertainty in developing carpet reverse logistics systems [J].
Biehl, Markus ;
Prater, Edmund ;
Realff, Matthew J. .
COMPUTERS & OPERATIONS RESEARCH, 2007, 34 (02) :443-463
[10]   Measuring the reduction limit of repeated recycling - a case study of the paper flow system [J].
Chen, Pi-Cheng ;
Chiu, Ming-Cheng ;
Ma, Hwong-wen .
JOURNAL OF CLEANER PRODUCTION, 2016, 132 :98-107