Closing loops in agricultural supply chains using multi-objective optimization: A case study of an industrial mushroom supply chain

International Journal of Production Economics

Volumn 183, Issue , 2017, Pages 409-420

  Banasik, Aleksander ^a   Kanellopoulos, Argyris ^a   Claassen, G D H ^a   Bloemhof Ruwaard, Jacqueline M ^a   van der Vorst, Jack G A J ^a  

^a WAGENINGEN UNIVERSITY   (Netherlands)

Author keywords

Champignon production; Closed loop supply chain; Exergy; Linear programming; Multi objective optimization

Indexed keywords

DECISION MAKING; ECONOMIC AND SOCIAL EFFECTS; ENVIRONMENTAL MANAGEMENT; ENVIRONMENTAL TECHNOLOGY; EXERGY; FOOD SUPPLY; INTEGER PROGRAMMING; LINEAR PROGRAMMING; RECYCLING; SUPPLY CHAINS; WASTE MANAGEMENT;

AGRI-FOOD SUPPLY CHAINS; AGRICULTURAL SUPPLY CHAINS; CLOSED-LOOP SUPPLY CHAIN; COMPREHENSIVE EVALUATION; ENVIRONMENTAL CONCERNS; ENVIRONMENTAL INDICATORS; ENVIRONMENTAL PERFORMANCE; MIXED INTEGER LINEAR PROGRAMMING MODEL;

MULTIOBJECTIVE OPTIMIZATION;

EID: 84995904478     PISSN: 09255273     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijpe.2016.08.012     Document Type: Article

References (52)

1. Ahumada, O., Villalobos, J.R., Application of planning models in the agri-food supply chain: a review. Eur. J. Oper. Res. 196 (2009), 1–20.
2. Akkerman, R., Farahani, P., Grunow, M., Quality, safety and sustainability in food distribution: a review of quantitative operations management approaches and challenges. OR Spectr. 32 (2010), 863–904.
3. Akkerman, R., Wang, Y., Grunow, M., 2009. MILP approaches to sustainable production and distribution of meal elements. In: Proceedings of 2009 International Conference on Computers and Industrial Engineering, CIE 2009. 973–978.
4. Amorim, P., Gunther, H.O., Almada-Lobo, B., Multi-objective integrated production and distribution planning of perishable products. Int. J. Prod. Econ. 138 (2012), 89–101.
5. Apaiah, R.K., Linnemann, A.R., van der Kooi, H.J., Exergy analysis: a tool to study the sustainability of food supply chains. Food Res. Int. 39 (2006), 1–11.
6. Aramyan, L., Hoste, R., van den Broek, W., Groot, J., Soethoudt, H., Nguyen, T.L., Hermansen, J., van der Vorst, J., Towards sustainable food production: a scenario study of the European pork sector. J. Chain Netw. Sci. 11 (2011), 177–189.
7. Aramyan, L., Ondersteijn, C.J., Van Kooten, O., Lansink, A.O., Performance indicators in agri-food production chains. Ondersteijn, C.J.M., Wijnands, J.H.M., Huirne, R.B.M., van Kooten, O., (eds.) Quantifying the Agri-food Supply Chain, 2006, Springer.
8. Banasik, A., Kanellopoulos, A., Claassen, G.D.H., Bloemhof-Ruwaard, J.M., van der Vorst, J.G.A.J., Assessing alternative production options for eco-efficient food supply chains using multi-objective optimization. Ann. Oper. Res., 2016, 1–22.
9. Bell, J.E., Mollenkopf, D.A., Stolze, H.J., Natural resource scarcity and the closed-loop supply chain: a resource-advantage view. Int. J. Phys. Distrib. Logist. Manag. 43 (2013), 351–379.
10. Bloemhof, J.M., vanderVorst, J.G.A.J.V.D., Sustainable food supply chain networks. Vlachos, Ilias P., Malindretos, George, (eds.) Markets, Business, and Sustainability, 2014, Bentham Science Publishers.
11. Brandenburg, M., Govindan, K., Sarkis, J., Seuring, S., Quantitative models for sustainable supply chain management: developments and directions. Eur. J. Oper. Res. 233 (2014), 299–312.
12. Chaabane, A., Ramudhin, A., Paquet, M., Design of sustainable supply chains under the emission trading scheme. Int. J. Prod. Econ. 135 (2012), 37–49.
13. Chen, H., Jiang, W., Yang, Y., Yang, Y., Man, X., State of the art on food waste research: a bibliometrics study from 1997 to 2014. J. Clean. Prod., 2015.
14. Dehghanian, F., Mansour, S., Designing sustainable recovery network of end-of-life products using genetic algorithm. Resour. Conserv. Recycl. 53 (2009), 559–570.
15. Dekker, R., Bloemhof, J., Mallidis, I., Operations Research for green logistics - an overview of aspects, issues, contributions and challenges. Eur. J. Oper. Res. 219 (2012), 671–679.
16. Ehrgott, M., Multicriteria Optimization, 2005, Springer, Berlin.
17. Eskandarpour, M., Zegordi, S.H., Nikbakhsh, E., A parallel variable neighborhood search for the multi-objective sustainable post-sales network design problem. Int. J. Prod. Econ. 145 (2013), 117–131.
18. FAO, 2013. Food Wastage Footprint; Impacts on Natural Resources.
19. Flapper, S.D.P., van Nunen, J.A.E.E., van Wassenhove, L.N., 2005. Managing Closed-loop Supply Chains.
20. Fleischmann, M., Bloemhof-Ruwaard, J.M., Dekker, R., van der LAAN, E., van Nunen, J.A.E.E., van Wassenhove, L.N., Quantitative models for reverse logistics: a review. Eur. J. Oper. Res. 103 (1997), 1–17.
21. Girotto, F., Alibardi, L., Cossu, R., Food waste generation and industrial uses: a review. Waste Manag. 45 (2015), 32–41.
22. Govindan, K., Soleimani, H., Kannan, D., Reverse logistics and closed-loop supply chain: a comprehensive review to explore the future. Eur. J. Oper. Res. 240 (2014), 603–626.
23. Guide, V.D.R., Harrison, T.P., van Wassenhove, L.N., The challenge of closed-loop supply chains. Interfaces 33 (2003), 2–6.
24. Hassini, E., Surti, C., Searcy, C., A literature review and a case study of sustainable supply chains with a focus on metrics. Int. J. Prod. Econ. 140 (2012), 69–82.
25. Jayaraman, V., Production planning for closed-loop supply chains with product recovery and reuse: an analytical approach. Int. J. Prod. Res. 44 (2006), 981–998.
26. Kannegiesser, M., Günther, H.-O., Gylfason, Ó., Sustainable development of global supply chains—part 2: investigation of the European automotive industry. Flex. Serv. Manuf. J. 26 (2014), 48–68.
27. Kolfschoten, R.C., Bruins, M.E., Sanders, J.P.M., Opportunities for small-scale biorefinery for production of sugar and ethanol in the Netherlands. Biofuels Bioprod. Biorefin. 8 (2014), 475–486.
28. Koopman, R., Laney, K., McCarty T.P., Boone, P., Greenfield, S., Coleman, J., 2010. Mushrooms; Industry & Trade Summary.
29. Kotas, T.J., The Exergy Method of Thermal Plant Analysis. 1995, Krieger Pubishing, United States.
30. Krikke, H., Bloemhof-Ruwaard, J., van Wassenhove, L.N., Concurrent product and closed-loop supply chain design with an application to refrigerators. Int. J. Prod. Res. 41 (2003), 3689–3719.
31. Krikke, H.R., van Harten, A., Schuur, P.C., Business case Océ: reverse logistic network re-design for copiers. OR Spectr. 21 (1999), 381–409.
32. Mirabella, N., Castellani, V., Sala, S., Current options for the valorization of food manufacturing waste: a review. J. Clean. Prod. 65 (2014), 28–41.
33. Mota, B., Gomes, M.I., Carvalho, A., Barbosa-Póvoa, A., Supply chain design and planning accounting for the Triple Bottom Line. Comput. Aided Chem. Eng., 2015.
34. Paksoy, T., Bektaş, T., Özceylan, E., Operational and environmental performance measures in a multi-product closed-loop supply chain. Transp. Res. Part E: Logist. Transp. Rev. 47 (2011), 532–546.
35. Paksoy, T., Özceylan, E., Weber, G.W., 2010. A multi objective model for optimization of a green supply chain network. pp. 311–320.
36. Phan, C.W., Sabaratnam, V., Potential uses of spent mushroom substrate and its associated lignocellulosic enzymes. Appl. Microbiol. Biotechnol. 96 (2012), 863–873.
37. Quariguasi Frota Neto, J., Bloemhof-Ruwaard, J.M., van Nunen, J.A.E.E., van Heck, E., Designing and evaluating sustainable logistics networks. Int. J. Prod. Econ. 111 (2008), 195–208.
38. Quariguasi Frota Neto, J., Walther, G., Bloemhof, J., van Nunen, J., Spengler, T., A methodology for assessing eco-efficiency in logistics networks. Eur. J. Oper. Res. 193 (2009), 670–682.
39. Quariguasi Frota Neto, J., Walther, G., Bloemhof, J., van Nunen, J., Spengler, T., From closed-loop to sustainable supply chains: the WEEE case. Int. J. Prod. Res. 48 (2010), 4463–4481.
40. Ramudhin, A., Chaabane, A., Paquet, M., Carbon market sensitive sustainable supply chain network design. Int. J. Manag. Sci. Eng. Manag. 5 (2010), 30–38.
41. Ravi, V., Shankar, R., Tiwari, M.K., Selection of a reverse logistics project for end-of-life computers: ANP and goal programing approach. Int. J. Prod. Res. 46 (2008), 4849–4870.
42. Senthil, S., Srirangacharyulu, B., Ramesh, A., A robust hybrid multi-criteria decision making methodology for contractor evaluation and selection in third-party reverse logistics. Expert Syst. Appl. 41 (2014), 50–58.
43. Seuring, S., A review of modeling approaches for sustainable supply chain management. Decis. Support Syst. 54 (2013), 1513–1520.
44. Soysal, M., Bloemhof-Ruwaard, J.M., Meuwissen, M.P.M., Vorst, J.G.A.J.V.D., A review on quantitative models for sustainable food logistics management. Int. J. Food Syst. Dyn. 3 (2012), 136–155.
45. Soysal, M., Bloemhof-Ruwaard, J.M., van der Vorst, J.G.A.J., Modelling food logistics networks with emission considerations: the case of an international beef supply chain. Int. J. Prod. Econ. 152 (2014), 57–70.
46. Stindt, D., Sahamie, R., Review of research on closed loop supply chain management in the process industry. Flex. Serv. Manuf. J. 26 (2014), 268–293.
47. van der Laan, E.A., The effects of remanufacturing on inventory control. Ph.D. Thesis, 1997, Erasmus University Rotterdam, The Netherlands.
48. Wang, F., Lai, X., Shi, N., A multi-objective optimization for green supply chain network design. Decis. Support Syst. 51 (2011), 262–269.
49. You, F.Q., Tao, L., Graziano, D.J., Snyder, S.W., Optimal design of sustainable cellulosic biofuel supply chains: multiobjective optimization coupled with life cycle assessment and input-output analysis. AIChE J. 58 (2012), 1157–1180.
50. Ziolkowska, J.R., Optimizing biofuels production in an uncertain decision environment: conventional vs. advanced technologies. Appl. Energy 114 (2014), 366–376.
51. Zisopoulos, F.K., Moejes, S.N., Rossier-Miranda, F.J., Van Der Goot, A.J., Boom, R.M., Exergetic comparison of food waste valorization in industrial bread production. Energy 82 (2015), 640–649.
52. Zisopoulos, F.K., Rossier-Miranda, F.J., Van Der Goot, A.J., Boom, R.M., The use of exergetic indicators in the food industry – a review. Crit. Rev. Food Sci. Nutr., 2015 00-00.