Selective Disassembly Planning for Waste Electrical and Electronic Equipment with Case Studies on Liquid Crystal Displays
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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.
KeywordsDisassembly planning Waste Electrical and Electronic Equipment Electrical and Electronic Equipment Particle swarm optimization Liquid crystal display
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.
- 9.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).
- 10.Giuntini, R., & Gaudette, K. (2003). Remanufacturing: The next great opportunity for boosting US productivity. Business Horizons, 41–48.Google Scholar
- 12.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.Google Scholar
- 15.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.Google Scholar
- 27.Kennedy, J., & Eberhart, R. (1995). Particle swarm optimization. In Proceedings of IEEE International Conference on Neural Networks (Vol. IV, pp. 1942–1948).Google Scholar