Abstract
Waste Electrical and Electronic Equipment (WEEE) is one of the most significant waste streams in modern societies. In the past decade, disassembly of WEEE to support remanufacturing and recycling has been growingly adopted by industries. With the increasing customization and diversity of Electrical and Electronic Equipment (EEE) and more complex assembly processes, full disassembly of WEEE is rarely an ideal solution due to high disassembly cost. Selective disassembly , which prioritizes operations for partial disassembly according to the legislative and economic considerations of specific stakeholders, is becoming an important but still challenging research topic in recent years. In order to address the issue effectively, in this chapter, a particle swarm optimization (PSO)-based selective disassembly planning method embedded with customizable decision-making models and a novel generic constraint handling algorithm has been developed. With multi-criteria and adaptive decision-making models, the developed method is flexible to handle WEEE to meet the various requirements of stakeholders. Based on the generic constraint handling and intelligent optimization algorithms, the developed research is capable to process complex constraints and achieve optimized selective disassembly plans. Industrial cases on liquid crystal display (LCD) televisions have been used to verify and demonstrate the effectiveness and robustness of the research in different application scenarios.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Jovane, F., Yoshikawa, H., Alting, L., Boer, C. R., Westkamper, E., Williams, D., et al. (2008). The incoming global technological and industrial revolution towards competitive sustainable manufacturing. CIRP Annals Manufacturing Technology, 75, 641–659.
Walther, G., Steinborn, J., Spengler, T. S., Luger, T., & Herrmann, C. (2010). Implementation of the WEEE-directive—Economic effects and improvement potentials for reuse and recycling in Germany. International Journal of Advanced Manufacturing Technology, 47, 461–474.
Hicks, C., Dietmar, R., & Eugster, M. (2005). The recycling and disposal of electrical and electronic waste in China—Legislative and market responses. Environmental Impact Assessment Review, 25, 459–471.
Kopacek, B., & Kopacek, P. (1999). Intelligent disassembly of electronic equipment. Annual Reviews in Control, 23, 165–170.
Duflou, J. R., Seliger, G., Kara, S., Umeda, Y., Ometto, A., & Willems, B. (2008). Efficiency and feasibility of product disassembly: A case-based study. CIRP Annals Manufacturing Technology, 57, 583–600.
Kernbaum, S., Heyer, S., Chiotellis, S., & Seliger, G. (2009). Process planning for IT-equipment remanufacturing. CIRP Journal of Manufacturing Science and Technology, 2, 13–20.
Hatcher, G. D., Ijomah, W. L., & Windmill, J. F. C. (2011). Design for remanufacturing: A literature survey and future research needs. Journal of Cleaner Production, 19, 2004–2014.
Mayers, C. K. (2007). Strategic, financial, and design implications of extended producer responsibility in Europe: A producer case study. Journal of Industrial Ecology, 11, 113–131.
Sander, K., Schilling, S., Tojo, N., van Rossem, C., Vernon, J., & George, C. (2007). The producer responsibility principle of the WEEE Directive, DG ENV. Study Contract N° 07010401/2006/449269/MAR/G4, https://ec.europa.eu/environment/waste/weee/pdf/final_rep_okopol.pdf (accessed on 01.07.2017).
Giuntini, R., & Gaudette, K. (2003). Remanufacturing: The next great opportunity for boosting US productivity. Business Horizons, 41–48.
Kara, S., Pornprasitpol, P., & Kaebernick, H. (2006). Selective disassembly sequencing: A methodology for the disassembly of end-of-life products. CIRP Annals Manufacturing Technology, 55(1), 37–40.
Masui, K., Mizuhara, K., Ishii, K., & Rose, C. (1999). Development of products embedded disassembly process based on end-of-life strategies. In Proceedings of the EcoDesign’99: 1st International Symposium on Environmentally Conscious Design and Inverse Manufacturing, Tokyo, pp. 570–575.
Chiodo, J. D., Harrison, D. J., & Billett, E. H. (2001). An initial investigation into active disassembly using shape memory polymers. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 215(5), 733–741.
Jones, N., Harrison, D., Billett, E., & Chiodo, J. (2004). Electrically self-powered active disassembly. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 218(7), 689–697.
Braunschweig, A. (2004). Automatic disassembly of snap-in joints in electromechanical devices. In Proceedings of the 4th International Congress Mechanical Engineering Technologies’04, Varna, pp. 48–56.
Hussein, H., & Harrison, D. (2008). New technologies for active disassembly: Using the shape memory effect in engineering polymers. International Journal of Product Development, 6(3/4), 431–449.
Ijomah, W. L., & Chiodo, J. D. (2010). Application of active disassembly to extend profitable remanufacturing in small electrical and electronic products. International Journal of Sustainable Engineering, 3(4), 246–257.
Sundin, E., Lindahl, M., & Ijomah, W. (2009). Product design for product/service systems—Design experiences from Swedish industry. Journal of Manufacturing Technology Management, 20(5), 723–753.
Dindarian, A., Gibson, A. A. P., & Quariguasi-Frota-Neto, J. (2012). Electronic product returns and potential reuse opportunities: A microwave case study in the United Kingdom. Journal of Cleaner Production, 32, 22–31.
Santochi, M., Dini, G., & Failli, F. (2002). Computer aided disassembly planning: State of the arts and perspectives. CIRP Annals Manufacturing Technology, 51(2), 507–529.
Lambert, A. J. D. (2002). Determining optimum disassembly sequences in electronic equipment. Computers & Industrial Engineering, 43(3), 553–575.
Kuo, T. C. (2012). Waste electronics and electrical equipment disassembly and recycling using Petri net analysis: Considering the economic value and environmental impacts. Computers & Industrial Engineering, 65, 54.
Renteria, A., Alvarez, E., Perez, J., & Pozo, D. (2011). A methodology to optimize the recycling process of WEEE: Case of television sets and monitors. International Journal of Advanced Manufacturing Technology, 54, 789–800.
Ryan, A., O’Donoghue, L., & Lewis, H. (2011). Characterising components of liquid crystal displays to facilitate disassembly. Journal of Cleaner Production, 19, 1066–1071.
Li, W. D., Ong, S. K., & Nee, A. Y. C. (2002). Hybrid genetic algorithm and simulated annealing approach for the optimization of process plans for prismatic parts. International Journal of Production Research, 40(8), 1899–1922.
Li, W. D., & McMahon, C. A. (2007). A simulated annealing-based optimization approach for integrated process planning and scheduling. International Journal of Computer Integrated Manufacturing, 20(1), 80–95.
Kennedy, J., & Eberhart, R. (1995). Particle swarm optimization. In Proceedings of IEEE International Conference on Neural Networks (Vol. IV, pp. 1942–1948).
Lambert, A. J. D., & Gupta, S. M. (2005). Disassembly modelling for assembly, maintenance, reuse, and recycling. Boca Raton, FL: CRC Press.
Reddy, S. V. B., Shunmugam, M. S., & Narendran, T. T. (1999). Operation sequencing in CAPP using genetic algorithm. International Journal of Production Research, 37, 1063–1074.
Acknowledgements
This research was carried out as a part of the GREENet and CASES projects which are supported by a Marie Curie International Research Staff Exchange Scheme Fellowship within the 7th European Community Framework Programme under the grant agreement No 269122 and No 294931. The authors would also appreciate Mr Qiang Peng, the Technical Director of the Guangdong Changhong Electronics Company, Ltd., and his team for their strong support during the project in terms of technical consultancy/discussions and raw data providing/explanations.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer International Publishing AG, part of Springer Nature
About this chapter
Cite this chapter
Li, W.D., Xia, K., Gao, L., Chao, K.M. (2019). Selective Disassembly Planning for Waste Electrical and Electronic Equipment with Case Studies on Liquid Crystal Displays. In: Li, W., Wang, S. (eds) Sustainable Manufacturing and Remanufacturing Management. Springer, Cham. https://doi.org/10.1007/978-3-319-73488-0_11
Download citation
DOI: https://doi.org/10.1007/978-3-319-73488-0_11
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-73487-3
Online ISBN: 978-3-319-73488-0
eBook Packages: EngineeringEngineering (R0)