A comparative study on end-of-life vehicles network design

Authors

DOI:

https://doi.org/10.5604/01.3001.0014.2971

Keywords:

end-of-life vehicles, ELV reverse logistics, ELV recycling network, ELV network design

Abstract

This paper investigates the current research in the field of the end-of-life vehicles (ELV) recycling network. The optimisation of the location of a network facilities in forward logistics in the automotive industry has received a lot of attention for many years but the reverse logistics for ELVs has been a subject of investigations since the beginning of 21st century. ELV recycling network design gained in popularity after the European Union and other countries like Japan, South Korea and recently China introduced legal obligations to organize a collecting or recycling network for used vehicles. When regulations are introduced, there is a need for a systemic solution to the problem, especially since the obligation to create a collection network is often accompanied by requirements related to its accessibility for vehicle owners or efficiency of operation. With the growing scope of legal regulations, companies or organisations responsible for the network are forced to redesign the existing recycling infrastructure in a given area so that it meets specific requirements. Initially, the most important criterion was network availability. Currently, the same importance is attached to economic, environmental and social aspects in order to meet the sustainability criteria. In this paper, forty one peer-reviewed published studies focused on network design were classified. Its main purpose is to provide an extensive review of state-of-the-art research published in the period 2000-2019. The scope of the review is limited to network design problems including facility location and flow allocation problems. Only papers that present mathematical models are considered. Studies on the ELV network design are classified based on: type of supply chain, type of network, optimisation problem, type of facilities, modelling technique, single/multi objectivity, objective function, period of time, solution approach and scope of implementation. The final part of the paper includes discussion of the methodology of the reviewed studies and some recommendations for future research area.

References

AHN, H., KEILEN, J., & SOUREN, R., 2005. Recovery Network Design for End-of-Life Vehicles. In: H. Kotzab, S. Seuring, M. Müller, & G. Reiner (Eds.), Research Methodologies in Supply Chain Management (pp. 555–570). Heidelberg: Physica-Verlag HD. DOI: https://doi.org/10.1007/3-7908-1636-1_36.

ALSAADI, N.A., & FRANCHETTI, M.J., 2016. An integrated approach to vehicle recycling facilities. International Journal of Environmental Science and Development, 7(11), 856–860. DOI: 10.18178/ijesd.2016.7.11.894.

ARAVENDAN, M., & PANNEERSELVAM, R., 2014. Literature Review on Network Design Problems in Closed Loop and Reverse Supply Chains Intelligent Information Management, 6 (3), 104–117. DOI: http://dx.doi.org/10.4236/iim.2014.63012.

BALCI, S., & AYVAZ, B., 2017. A mixed integer linear programming model for end of life vehicles recycling network design. Southeast Europe Journal of Soft Computing, 6 (1), 20–31. DOI: http://dx.doi.org/10.21533/scjournal.v6i1.130

BOON, J. E., ISAACS, J., & GUPTA, S., 2003. End-of-life infrastructure economics for “clean vehicles” in the United States. Journal of Industrial Ecology, 7(1), 25–45. DOI: https://doi.org/10.1162/108819803766729186.

ARORA, N., BAKSHI, S.K., & BHATTACHARJYA, S., 2019. Framework for sustainable management of end-of-life vehicles management in India. Journal of Material Cycles and Waste Management, 21(1), 79–97. DOI: https://doi.org/10.1007/s10163-018-0771-0.

CHEN, K-CH., HUANG, S-H., & LIAN, I., 2010. The development and prospects of the end-of- life vehicle recycling system in Taiwan. Waste Management, 30, 1661–1669. DOI: https://doi.org/10.1016/j.wasman.2010.03.015.

CHOI, J.-K., STUART, J. A, & RAMANI, K., 2005. Modeling of automotive recycling planning in the United States. International Journal of Automotive Technology, 6(4), 413–419.

CIN, E., & KUSAKCI, A.O., 2017. A Literature Survey on Reverse Logistics of End of Life Vehicles. Southeast Europe Journal of Soft Computing, 6(1), 32–39. DOI: 10.21533/scjournal.v6i1.132.

CRUZ-RIVERA, C., & ERTEL, J., 2009. Reverse logistics network design for the collection of end-of-life vehicles in Mexico. European Journal of Operational Research, 196(3), 930–939. DOI: https://doi.org/10.1016/j.ejor.2008.04.041.

DEHGHANIAN, F., & MANSOUR, S., 2009. Designing sustainable recovery network of end-of-life products using genetic algorithm. Resources, Conservation and Recycling, 53(10), 559–570. DOI: 10.1016/j.resconrec.2009.04.007.

DEMIREL, E., DEMIREL, N., & GÖKÇEN, H., 2016. A mixed integer linear programming model to optimize reverse logistics activities of end-of-life vehicles in Turkey. Journal of Cleaner Production, 112, 2101–2113. DOI: https://doi.org/10.1016/j.jclepro.2014.10.079.

DENG, H., WANG, W., & ZHAO, Y., 2018. Optimization design of end-of-life vehicle recycling system based on ExtendSim. University Politechnica of Bucharest Scientific Bulletin Series C Electrical Engineering and Computer Science, 80(3), 95–108.

ENE, S., & ÖZTÜRK, N., 2015. Network modeling for reverse flows of end-of-life vehicles. Waste Management, 38, 284–296. DOI: 10.1016/j.wasman.2015.01.007.

FAREL, R., YANNOU, B., & BERTOLUCI, G., 2013. Finding best practices for automotive glazing recycling a network optimization model. Journal of Cleaner Production, 52, 446–461. DOI: https://doi.org/10.1016/j.jclepro.2013.02.022.

FLEISCHMANN, M., KRIKKE, H.R., DEKKER, R., & FLAPPER, S.D.P., 2000. A characterisation of logistics networks for product recovery. Omega, 28 (6), 653–666. DOI: https://doi.org/10.1016/S0305-0483(00)00022-0.

GAN, J., & HE, Z., 2014. Literature Review and Prospect on the End-of-Life Vehicles Reverse Logistics, Advanced Materials Research, 878, 66–74. DOI: https://doi.org/10.4028/www.scientific.net/AMR.878.66.

GOŁĘBIEWSKI, B., TRAJER, J., JAROS, M., & WINICZENKO, R., 2013. Modelling of the location of vehicle recycling facilities: a case study in Poland. Resources, Conservation and Recycling, 80, 10–20, DOI: https://doi.org/10.1016/j.resconrec.2013.07.005.

HARRAZ, N. A., & GALAL, N., 2011. Design of Sustainable End-of-life Vehicle recovery network in Egypt. Ain Shams Engineering Journal, 2, 211–219. DOI: https://doi.org/10.1016/j.asej.2011.09.006.

JACYNA, M., & MERKISZ, J, 2014. Proecological approach to modelling traffic organization in national transport system. Archives of Transport, 30 (2), 31–41. DOI: 10.5604/08669546.1146975.

JAYARAMAN, V., PATTERSON, R., & ROLLAND, E., 2003. The design of reverse distribution networks: Models and solution procedures. European Journal of Operational Re-search, 150, 128–149. DOI: https://doi.org/10.1016/S0377-2217(02)00497-6.

KANARI, N., PINEAU, J.L., & SHALLARI S., 2003. End-of-life vehicle recycling in the European Union. The Journal of The Minerals, Metals & Materials Society, 55(8), 15–19. DOI: 10.1007/s11837-003-0098-7

KARAGOZ, S., AYDIN, N., & SIMIC, V., 2020. End-of-life vehicle management – a comprehensive review. Journal of Material Cycles and Waste Management, 22, 416–442. DOI: https://doi.org/10.1007/s10163-019-00945-y

KUMAR, V., & SUTHERLAND, J.W., 2008. Sustainability of the automotive recycling infrastructure: Review of current research and identification of future challenges. International Journal of Sustainable Manufacturing, 1(1/2), 145–167. DOI: 10.1504/IJSM.2008.019231

KUSAKCI, A.O., AYVAZ, B., CIN, E., & AYDIN, N., 2019. Optimization of reverse logistics network of end of life vehicles under fuzzy supply: a case study for Istanbul metropolitan area. Journal of Cleaner Production, 215, 1036–1051. DOI: https://doi.org/10.1016/j.jclepro.2019.01.090

LIN, Y., JIA, H., YANG, Y., TIAN, G., TAO, F., & LING, L., 2018. An improved artificial bee colony for facility location allocation problem of end-of-life vehicles recovery network. Journal of Cleaner Production, 205, 134–144. DOI: https://doi.org/10.1016/j.jclepro.2018.09.086

MA, H., & LI, X., 2018. Closed-loop supply chain network design for hazardous products with uncertain demands and returns. Applied Soft Computing, 68, 889–899. DOI: https://doi.org/10.1016/j.asoc.2017.10.027

MAHMOUDZADEH, M., MANSOUR, S., SHOKOOHYAR, S., & KARIMI, B., 2011a. Designing and Modelling a Third Party Reverse Logistics Network for End of Life Vehicles. Proceedings of 14th International Business Re-search Conference, Dubai, United Arab Emirates.

MAHMOUDZADEH, M., MANSOUR, S., & KARIMI, B., 2011b. A decentralized reverse logistics network for end of life vehicles from third party provider perspective. Proceedings of the 2nd International Conference on Environmental Science and Technology, Singapore, 2338–2342.

MAHMOUDZADEH, M., MANSOUR, S., & KARIMI, B., 2013. To develop a third-party reverse logistics network for end-of-life vehicles in Iran. Resources, Conservation and Recycling, 78, 1–14. DOI: 10.1016/j.rescon-rec.2013.06.006

MAMAT, T.N.A.R., SAMAN, M.Z.M., SHA-RIF, S., & SIMIC, V., 2016. Key success factors in establishing end-of-life vehicle management system: a primer for Malaysia. Journal of Cleaner Production, 135, 1289–1297. DOI: 10.1016/j.jclepro.2016.06.183

MANOMAIVIBOOL, P., 2008. Network management and environmental effectiveness: the management of end-of-life vehicles in the United Kingdom and in Sweden. Journal of Cleaner Production, 16(18), 2006–2017. DOI: https://doi.org/10.1016/j.jclepro.2008.01.013.

MANSOUR, S., & ZAREI, M., 2008. A multi-period reverse logistics optimisation model for end-of-life vehicles recovery based on EU Directive. International Journal of Computer Integrated Manufacturing, 21(7), 764–777. DOI: https://doi.org/10.1080/09511920701685325.

MERKISZ-GURANOWSKA, A., 2009. A formalization of the description of the recycling network for motor vehicles. The Archives of Transport, 21(3-4), 67-84.

MERKISZ-GURANOWSKA, A., 2010. Issues related to the optimization of location of vehicle recycling network entities. Archives of Transport, 22(3), 303–318.

MERKISZ-GURANOWSKA, A., 2011a. End-of-life vehicles recycling network design. Journal of KONES, 18(3), 261–268.

MERKISZ-GURANOWSKA, A., 2011b. The optimization of vehicles recycling facility location. WIT Transactions on The Built Environment, 116, 65–76. DOI: 10.2495/UT110061

MERKISZ-GURANOWSKA, A., 2012. Bicriteria models of vehicles recycling network facility location. Archives of Transport, 24(2), 187–202. DOI: 10.2478/v10174-012-0012-6

MERKISZ-GURANOWSKA, A., 2013. Multicriteria optimization model for end-of-life vehicles’ recycling network. International Journal of Sustainable Development and Planning, 8(1), 88–99. DOI: 10.2495/SDP-V8-N1-88-99

MORA, C., CASCINI, A., GAMBERI, M., REGATTIERI, A., & BORTOLINI, M., 2014. A planning model for the optimisation of the end-of-life vehicles recovery network. International Journal of Logistics Systems and Management, 18 (4), 449-472. DOI: 10.1504/IJLSM.2014.063980.

ÖZCEYLAN, E., DEMIREL, N., ÇETINKAYA, C., & DEMIREL, E., 2017. A closed-loop supply chain network design for automotive industry in Turkey. Computers & Industrial Engineering, 113, 727-745. DOI: https://doi.org/10.1016/j.cie.2016.12.022.

PAVLOVIC, A., TADIC, D., ARSOVSKI, S., KOKIC, A., & JEVTIC, D., 2011. Network De-sign for the Dismantling Centers of the End-of-Life Vehicles Under Uncertainties: A Case Study. Strojarstvo, 53, 373-382.

PHUC, P.N.K., YU, V.F., & TSAO, Y.C., 2017. Optimizing Fuzzy Reverse Supply Chain for End-of-life Vehicles. Computers & Indus-trial Engineering, 113, 757-765, DOI: https://doi.org/10.1016/j.cie.2016.11.007.

QI, Z., & HONGCHENG, W., 2008. Research on Construction Mode of Recycling Network of Reverse Logistics of Automobile Enterprises. Proceedings of 2008 International Conference on Information Management, Innovation Management and Industrial Engineering, Taipei, 3, 36–40. DOI: 10.1109/ICIII.2008.271

SAKAI, S., YOSHIDA, H., HIRATSUKA, J., VANDECASTEELE, C., KOHLMEYER, R., ROTTER, V.S., PASSARINI, F., SANTINI, A., PEELER, M., LI, J., OH, G.-J., KIM CHI, N., BASTIAN, L., MOORE, S., KAJIWARA, N., TAKIGAMI, H., ITAI, T., TAKAHASHI, S., TANABE, S., TOMODA, K., HIRAKAWA, T., HIRAI, Y., ASARI, M., & YANO, J., 2014. An international comparative study of end-of-life vehicle (ELV) recycling systems. Journal of Material Cycles and Waste Management, 16(1), 1–20. DOI: 10.1007/s10163-013-0173-2

SAKKAS, N., & MANIOS, T., 2003. End of life vehicle management in areas of low technology sophistication. A case study in Greece. Business Strategy and Environment, 12(5), 313–325. DOI: 10.1002/bse.373.

SENDEK-MATYSIAK, E., 2019. Multicriteria analysis and expert assessment of vehicles with different drive types regarding their functionality and environmental impact. Scientific Journal of Silesian University of Technology. Series Transport, 102, 185-195. DOI: https://doi.org/10.20858/sjsutst.2019.102.15.

SHANKAR, R., BHATTACHARYYA, S., & CHOUDHARY, A., 2018. A decision model for a strategic closed-loop supply chain to reclaim end-of-life vehicles. International Journal of Production Economics, 195, 273–286, DOI: https://doi.org/10.1016/j.ijpe.2017.10.005.

SIMIC, V., 2013. End-of-life vehicle recycling - a review of the state-of-the-art. Tehnicki Vjesnik, 20(2), 371–380.

SIMIC, V., 2015. A two-stage interval-stochastic programming model for planning end-of-life vehicles allocation under uncertainty. Resources, Conservation and Recycling, 98, 19–29. DOI: 10.1016/j.resconrec.2015.03.005.

SIMIC, V., 2016a. A multi-stage interval-stochastic programming model for planning end-of-life vehicles allocation. Journal of Cleaner Production, 115, 366–381. DOI: https://doi.org/10.1016/j.jclepro.2015.11.102.

SIMIC, V., 2016b. End-of-life vehicles allocation management under multiple uncertainties: an interval-parameter two-stage stochastic full-infinite programming approach. Waste Management, 52, 180–192, DOI: http://dx.doi.org/10.1016/j.was-man.2016.03.044

SIMIC, V., 2016c. Interval-parameter chance-constraint programming model for end-of-life vehicles management under rigorous environmental regulations. Waste Management, 52, 180–192, DOI: http://dx.doi.org/10.1016/j.was-man.2016.03.044

SIMIC, V., 2018. Interval-parameter conditional value-at-risk two-stage stochastic programming model for management of end-of-life vehicles. Environmental Modeling and Assessment, 24(5), 547–567. DOI: 10.1007/s10666-018-9648-9

SIMIC, V., & DIMITRIJEVIC, B., 2013. Risk explicit interval linear programming model for long-term planning of vehicle recycling in the EU legislative context under uncertainty. Resources, Conservation and Recycling, 73, 197–210, DOI: https://doi.org/10.1016/j.resconrec.2013.02.012

SIMIC, V., & DIMITRIJEVIC, B., 2019. End-of-life vehicle management: a survey of logistics network design models. Proceedings of 4th Logistics International Conference, Belgrade, 23-25 May 2019, 244–251.

SUBULAN, K., TAŞAN, A.S., & BAYKASOĞLU, A., 2015. A fuzzy goal programming model to strategic planning problem of a lead/acid battery closed-loop supply chain. Journal of Manufacturing Systems, 37, 243–264. DOI: https://doi.org/10.1016/j.jmsy.2014.09.001

SUN, Y., WANG, Y.T., & CHEN C., YU B., 2018. Optimization of a regional distribution center location for parts of end-of-life vehicles. Simulation, 94(7), 577–591. DOI: https://doi.org/10.1177/0037549717708049.

TIAN, Z.Y., JIN, C.H., & GEL, X.Q., 2009. Designing Reverse Logistics Network for End-of-Life Vehicles under Capacity Constraints. Proceedings of 16th International Conference on Industrial Engineering and Engineering Management IE&EM '09, 1488–1491. DOI: 10.1109/ICIEEM.2009.5344392.

VIDOVIC, M., DIMITRIJEVIC, B., RATKOVIC, B., & SIMIC, V., 2011. A novel covering approach to positioning ELV collection points. Resources, Conservation and Recycling, 57, 1–9. DOI: https://doi.org/10.1016/j.resconrec.2011.09.013

WANG, L., & CHEN, M., 2013. Policies and perspective on end-of-life vehicles in China. Journal of Cleaner Production, 44, 168–176. DOI: https://doi.org/10.1016/j.jclepro.2012.11.036.

XIAO, Z., SUN, J., SHU, W., & WANG, T., 2019. Location-allocation problem of reverse logistics for end-of-life vehicles based on the measurement of carbon emissions. Computers & Industrial Engineering, 127, 169–181. DOI: https://doi.org/10.1016/j.cie.2018.12.012

YILDIZBAŞI, A., ÇALIK, A., PAKSOY, T., FARAHANI, R., & WEBER, G.W., 2018. Multilevel optimization of an automotive closed-loop supply chain network with interactive fuzzy programming approaches. Technological and Economic Development of Economy, 24(3), 1004–1028. DOI: 10.3846/20294913.2016.1253044

ZAREI, M., MANSOUR, S., KASHAN, A. H., & KARIMI, B., 2010. Designing a reverse logistics network for end-of-life vehicles recovery. Mathematical Problems in Engineering, Article ID 649028, 1–16. DOI: https://doi.org/10.1155/2010/649028.

ZHAO, Q., & CHEN, M., 2011. A comparison of ELV recycling system in China and Japan and China’s strategies. Resources, Conservation and Recycling, 57, 15–21. DOI: https://doi.org/10.1016/j.rescon-rec.2011.09.010.

Downloads

Published

2020-06-30

Issue

Section

Original articles

How to Cite

Merkisz-Guranowska, A. (2020). A comparative study on end-of-life vehicles network design. Archives of Transport, 54(2), 107-123. https://doi.org/10.5604/01.3001.0014.2971

Share

Similar Articles

31-40 of 299

You may also start an advanced similarity search for this article.