End-of-life product recovery operations require performance improvement to be viable in an industrial environment. A genetic algorithm (GA) is proposed to optimize end-of-life partial disassembly decisions based on disassembly costs, revenues, and environmental impacts. Facilitating disassembly optimization with costs, revenues, and environmental impacts is necessary to enhance sustainable manufacturing through value recovery. End-of-life products may not warrant disassembly past a unique disassembly stage due to limited recovered component market demand and minimal material recovery value. Remanufacturing is introduced into disassembly sequence optimization in the proposed GA as an alternative to recycling, reuse, and disposal. The proposed GA’s performance is first verified through optimizing partial disassembly sequences considering costs and environmental impacts independently. Extension to a multi-objective case concerning costs, revenues, and impacts is achieved by specifying a new set of multi-objective crossover probabilities from independent crossover probabilities.
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ASME 2009 International Manufacturing Science and Engineering Conference
October 4–7, 2009
West Lafayette, Indiana, USA
Conference Sponsors:
- Manufacturing Engineering Division
ISBN:
978-0-7918-4361-1
PROCEEDINGS PAPER
Partial Disassembly Sequence Optimization of End-of-Life Products for Value Recovery
Jeremy L. Rickli,
Jeremy L. Rickli
Virginia Polytechnic Institute and State University, Blacksburg, VA
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Jaime A. Camelio,
Jaime A. Camelio
Virginia Polytechnic Institute and State University, Blacksburg, VA
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Giovannina Zapata
Giovannina Zapata
Virginia Polytechnic Institute and State University, Blacksburg, VA
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Jeremy L. Rickli
Virginia Polytechnic Institute and State University, Blacksburg, VA
Jaime A. Camelio
Virginia Polytechnic Institute and State University, Blacksburg, VA
Giovannina Zapata
Virginia Polytechnic Institute and State University, Blacksburg, VA
Paper No:
MSEC2009-84171, pp. 87-96; 10 pages
Published Online:
September 20, 2010
Citation
Rickli, JL, Camelio, JA, & Zapata, G. "Partial Disassembly Sequence Optimization of End-of-Life Products for Value Recovery." Proceedings of the ASME 2009 International Manufacturing Science and Engineering Conference. ASME 2009 International Manufacturing Science and Engineering Conference, Volume 1. West Lafayette, Indiana, USA. October 4–7, 2009. pp. 87-96. ASME. https://doi.org/10.1115/MSEC2009-84171
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