IDEAS home Printed from https://ideas.repec.org/a/eee/recore/v73y2013icp197-210.html
   My bibliography  Save this article

Risk explicit interval linear programming model for long-term planning of vehicle recycling in the EU legislative context under uncertainty

Author

Listed:
  • Simic, Vladimir
  • Dimitrijevic, Branka

Abstract

With the number of vehicles expected to increase to 1.85 billion by 2030 and the scrap generated from end-of-life vehicles (ELVs) expected to be 3.71 billion tonnes, there is a strong motivation to properly process the flow of these materials. The EU Directive on end-of-life vehicles (EU ELV Directive) aims to increase recovery and recycling rates of ELVs in order to reduce waste and improve environmental performances. Long-term optimization planning of vehicle recycling is increasingly important. However, there is a lack of research of uncertainties in the vehicle recycling system, none of the previous studies analyzed the linkage and trade-offs between decision risk and system performances, and no previous research was reported on interval-based programming for vehicle recycling planning problem. In order to meet the imposed eco-efficiency quotas, maximize system profit and minimize decision risk, and at the same time fill the identified research gaps, a risk explicit interval linear programming model for optimal long-term planning in the EU vehicle recycling factories was developed. It can create optimal plans for procuring vehicle hulks, sorting of generated material fractions, allocation of sorted waste flows and allocation of sorted metals for desired value of the system aspiration level. A numerical study demonstrated the potentials and applicability of the proposed model. Vehicle recycling factories aim at reaching the highest possible level of quantity and quality of sorted metal flows. The future eco-efficiency quotas will not endanger their business. The success of the final phase of implementation of the EU ELV Directive is not jeopardized, because even the future eco-efficiency quotas were reached in all created test problems. Quantity of land-filled wastes will be radically reduced after January 1, 2015. The model results and trade-offs would be valuable for supporting the EU vehicle recycling factories in creating optimal long-term production strategies and reducing the risk for uncertain situations.

Suggested Citation

  • Simic, Vladimir & Dimitrijevic, Branka, 2013. "Risk explicit interval linear programming model for long-term planning of vehicle recycling in the EU legislative context under uncertainty," Resources, Conservation & Recycling, Elsevier, vol. 73(C), pages 197-210.
    • Handle: RePEc:eee:recore:v:73:y:2013:i:c:p:197-210
    DOI: 10.1016/j.resconrec.2013.02.012
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0921344913000414
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.resconrec.2013.02.012?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Qu, Xiuli & Williams, Julie Ann Stuart, 2008. "An analytical model for reverse automotive production planning and pricing," European Journal of Operational Research, Elsevier, vol. 190(3), pages 756-767, November.
    2. Simic, Vladimir & Dimitrijevic, Branka, 2012. "Production planning for vehicle recycling factories in the EU legislative and global business environments," Resources, Conservation & Recycling, Elsevier, vol. 60(C), pages 78-88.
    3. Zorpas, Antonis A. & Inglezakis, Vassilis J., 2012. "Automotive industry challenges in meeting EU 2015 environmental standard," Technology in Society, Elsevier, vol. 34(1), pages 55-83.
    4. Williams, J.A.S. & Wongweragiat, S. & Qu, X. & McGlinch, J.B. & Bonawi-tan, W. & Choi, J.K. & Schiff, J., 2007. "An automotive bulk recycling planning model," European Journal of Operational Research, Elsevier, vol. 177(2), pages 969-981, March.
    5. Vidovic, Milorad & Dimitrijevic, Branka & Ratkovic, Branislava & Simic, Vladimir, 2011. "A novel covering approach to positioning ELV collection points," Resources, Conservation & Recycling, Elsevier, vol. 57(C), pages 1-9.
    6. Kumar, Vishesh & Sutherland, John W., 2009. "Development and assessment of strategies to ensure economic sustainability of the U.S. automotive recovery infrastructure," Resources, Conservation & Recycling, Elsevier, vol. 53(8), pages 470-477.
    7. Xiarchos, Irene M. & Fletcher, Jerald J., 2009. "Price and volatility transmission between primary and scrap metal markets," Resources, Conservation & Recycling, Elsevier, vol. 53(12), pages 664-673.
    8. Miemczyk, Joe, 2008. "An exploration of institutional constraints on developing end-of-life product recovery capabilities," International Journal of Production Economics, Elsevier, vol. 115(2), pages 272-282, October.
    9. Mayyas, Ahmad & Qattawi, Ala & Omar, Mohammed & Shan, Dongri, 2012. "Design for sustainability in automotive industry: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(4), pages 1845-1862.
    10. Aruga, Kentaka & Managi, Shunsuke, 2011. "Price linkages in the copper futures, primary, and scrap markets," Resources, Conservation & Recycling, Elsevier, vol. 56(1), pages 43-47.
    11. Lazarevic, David & Aoustin, Emmanuelle & Buclet, Nicolas & Brandt, Nils, 2010. "Plastic waste management in the context of a European recycling society: Comparing results and uncertainties in a life cycle perspective," Resources, Conservation & Recycling, Elsevier, vol. 55(2), pages 246-259.
    12. Santini, Alessandro & Herrmann, Christoph & Passarini, Fabrizio & Vassura, Ivano & Luger, Tobias & Morselli, Luciano, 2010. "Assessment of Ecodesign potential in reaching new recycling targets," Resources, Conservation & Recycling, Elsevier, vol. 54(12), pages 1128-1134.
    13. Mathieux, Fabrice & Brissaud, Daniel, 2010. "End-of-life product-specific material flow analysis. Application to aluminum coming from end-of-life commercial vehicles in Europe," Resources, Conservation & Recycling, Elsevier, vol. 55(2), pages 92-105.
    14. Pehlken, A. & Müller, D.H., 2009. "Using information of the separation process of recycling scrap tires for process modelling," Resources, Conservation & Recycling, Elsevier, vol. 54(2), pages 140-148.
    15. Mark Smith & Jo Crotty, 2008. "Environmental regulation and innovation driving ecological design in the UK automotive industry," Business Strategy and the Environment, Wiley Blackwell, vol. 17(6), pages 341-349, September.
    16. Zhou, Feng & Huang, Gordon H. & Chen, Guo-Xian & Guo, Huai-Cheng, 2009. "Enhanced-interval linear programming," European Journal of Operational Research, Elsevier, vol. 199(2), pages 323-333, December.
    17. Joe Miemczyk, 2008. "An exploration of institutional constraints on developing end-of-life product recovery capabilities," Post-Print hal-00765366, HAL.
    18. Preston Li & Jeffrey Dahmus & Sigrid Guldberg & Hans Ole Riddervold & Randolph Kirchain, 2011. "How Much Sorting Is Enough," Journal of Industrial Ecology, Yale University, vol. 15(5), pages 743-759, October.
    19. N. Sakkas & T. Manios, 2003. "End of life vehicle management in areas of low technology sophistication. A case study in Greece," Business Strategy and the Environment, Wiley Blackwell, vol. 12(5), pages 313-325, September.
    20. David Lazarevic & Emmanuelle Aoustin & Nicolas Buclet & Nils Brandt, 2010. "Plastic Waste Management in the context of a European recycling society," Post-Print halshs-00584531, HAL.
    21. Jane E. Boon & Jacqueline A. Isaacs & Surendra M. Gupta, 2003. "End‐of‐Life Infrastructure Economics for “Clean Vehicles” in the United States," Journal of Industrial Ecology, Yale University, vol. 7(1), pages 25-45, January.
    22. Coates, Gareth & Rahimifard, Shahin, 2007. "Assessing the economics of pre-fragmentation material recovery within the UK," Resources, Conservation & Recycling, Elsevier, vol. 52(2), pages 286-302.
    23. J W Chinneck & K Ramadan, 2000. "Linear programming with interval coefficients," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 51(2), pages 209-220, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ohno, Hajime & Matsubae, Kazuyo & Nakajima, Kenichi & Kondo, Yasushi & Nakamura, Shinichiro & Nagasaka, Tetsuya, 2015. "Toward the efficient recycling of alloying elements from end of life vehicle steel scrap," Resources, Conservation & Recycling, Elsevier, vol. 100(C), pages 11-20.
    2. Nakatani, Jun & Konno, Kiyoto & Moriguchi, Yuichi, 2017. "Variability-based optimal design for robust plastic recycling systems," Resources, Conservation & Recycling, Elsevier, vol. 116(C), pages 53-60.
    3. Dinler, Esra & Güngör, Zülal, 2017. "Planning decisions for recycling products containing hazardous and explosive substances: A fuzzy multi-objective model," Resources, Conservation & Recycling, Elsevier, vol. 117(PB), pages 93-101.
    4. Simic, Vladimir, 2015. "A two-stage interval-stochastic programming model for planning end-of-life vehicles allocation under uncertainty," Resources, Conservation & Recycling, Elsevier, vol. 98(C), pages 19-29.
    5. Simic, Vladimir, 2016. "End-of-life vehicles allocation management under multiple uncertainties: An interval-parameter two-stage stochastic full-infinite programming approach," Resources, Conservation & Recycling, Elsevier, vol. 114(C), pages 1-17.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Simic, Vladimir, 2015. "A two-stage interval-stochastic programming model for planning end-of-life vehicles allocation under uncertainty," Resources, Conservation & Recycling, Elsevier, vol. 98(C), pages 19-29.
    2. Simic, Vladimir & Dimitrijevic, Branka, 2012. "Production planning for vehicle recycling factories in the EU legislative and global business environments," Resources, Conservation & Recycling, Elsevier, vol. 60(C), pages 78-88.
    3. S. Maryam Masoumi & Nima Kazemi & Salwa Hanim Abdul-Rashid, 2019. "Sustainable Supply Chain Management in the Automotive Industry: A Process-Oriented Review," Sustainability, MDPI, vol. 11(14), pages 1-30, July.
    4. Berzi, Lorenzo & Delogu, Massimo & Pierini, Marco & Romoli, Filippo, 2016. "Evaluation of the end-of-life performance of a hybrid scooter with the application of recyclability and recoverability assessment methods," Resources, Conservation & Recycling, Elsevier, vol. 108(C), pages 140-155.
    5. Francesco Rizzi & Irene Bartolozzi & Alessandra Borghini & Marco Frey, 2013. "Environmental Management of End‐of‐Life Products: Nine Factors of Sustainability in Collaborative Networks," Business Strategy and the Environment, Wiley Blackwell, vol. 22(8), pages 561-572, December.
    6. Flavius Ioan Rovinaru & Mihaela Daciana Rovinaru & Adina Viorica Rus, 2019. "The Economic and Ecological Impacts of Dismantling End-of-Life Vehicles in Romania," Sustainability, MDPI, vol. 11(22), pages 1-18, November.
    7. Dinler, Esra & Güngör, Zülal, 2017. "Planning decisions for recycling products containing hazardous and explosive substances: A fuzzy multi-objective model," Resources, Conservation & Recycling, Elsevier, vol. 117(PB), pages 93-101.
    8. Mallawarachchi, Harshani & Karunasena, Gayani, 2012. "Electronic and electrical waste management in Sri Lanka: Suggestions for national policy enhancements," Resources, Conservation & Recycling, Elsevier, vol. 68(C), pages 44-53.
    9. Soh Hyun Chu & Hongsuk Yang & Mansokku Lee & Sangwook Park, 2017. "The Impact of Institutional Pressures on Green Supply Chain Management and Firm Performance: Top Management Roles and Social Capital," Sustainability, MDPI, vol. 9(5), pages 1-21, May.
    10. Cricelli, Livio & Greco, Marco & Grimaldi, Michele, 2021. "An investigation on the effect of inter-organizational collaboration on reverse logistics," International Journal of Production Economics, Elsevier, vol. 240(C).
    11. Turner, David A. & Williams, Ian D. & Kemp, Simon, 2015. "Greenhouse gas emission factors for recycling of source-segregated waste materials," Resources, Conservation & Recycling, Elsevier, vol. 105(PA), pages 186-197.
    12. María del Mar Alonso-Almeida & José Miguel Rodríguez-Antón, 2020. "The Role of Institutional Engagement at the Macro Level in Pushing the Circular Economy in Spain and Its Regions," IJERPH, MDPI, vol. 17(6), pages 1-24, March.
    13. Rebekka Volk & Christoph Stallkamp & Justus J. Steins & Savina Padumane Yogish & Richard C. Müller & Dieter Stapf & Frank Schultmann, 2021. "Techno‐economic assessment and comparison of different plastic recycling pathways: A German case study," Journal of Industrial Ecology, Yale University, vol. 25(5), pages 1318-1337, October.
    14. Dubey, Rameshwar & Gunasekaran, Angappa & Childe, Stephen J. & Papadopoulos, Thanos & Wamba, Samuel Fosso & Song, Malin, 2016. "Towards a theory of sustainable consumption and production: Constructs and measurement," Resources, Conservation & Recycling, Elsevier, vol. 106(C), pages 78-89.
    15. Mahmoudzadeh, Mahdi & Mansour, Saeed & Karimi, Behrouz, 2013. "To develop a third-party reverse logistics network for end-of-life vehicles in Iran," Resources, Conservation & Recycling, Elsevier, vol. 78(C), pages 1-14.
    16. Väntsi, Olli & Kärki, Timo, 2015. "Environmental assessment of recycled mineral wool and polypropylene utilized in wood polymer composites," Resources, Conservation & Recycling, Elsevier, vol. 104(PA), pages 38-48.
    17. Beigbeder, Joana & Perrin, Didier & Mascaro, Jean-François & Lopez-Cuesta, José-Marie, 2013. "Study of the physico-chemical properties of recycled polymers from waste electrical and electronic equipment (WEEE) sorted by high resolution near infrared devices," Resources, Conservation & Recycling, Elsevier, vol. 78(C), pages 105-114.
    18. Khor, Kuan Siew & Udin, Zulkifli Mohamed & Ramayah, Thurasamy & Hazen, Benjamin T., 2016. "Reverse logistics in Malaysia: The Contingent role of institutional pressure," International Journal of Production Economics, Elsevier, vol. 175(C), pages 96-108.
    19. Houe, Raymond & Grabot, Bernard, 2009. "Assessing the compliance of a product with an eco-label: From standards to constraints," International Journal of Production Economics, Elsevier, vol. 121(1), pages 21-38, September.
    20. Kerstens, S.M. & Priyanka, A. & van Dijk, K.C. & De Ruijter, F.J. & Leusbrock, I. & Zeeman, G., 2016. "Potential demand for recoverable resources from Indonesian wastewater and solid waste," Resources, Conservation & Recycling, Elsevier, vol. 110(C), pages 16-29.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:recore:v:73:y:2013:i:c:p:197-210. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Kai Meng (email available below). General contact details of provider: https://www.journals.elsevier.com/resources-conservation-and-recycling .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.