Modeling and optimization of parallel disassembly line balancing problem with parallel workstations

To reasonably arrange disassembly facilities and plan enterprise space, we propose a parallel disassembly line balancing problem (PW-PDLBP) with parallel workstations. Additionally, a mixed-integer non-linear programming (MINLP) model that minimizes the line length, number of workstations, idle time...

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Veröffentlicht in:IEEE transactions on industrial informatics Jg. 19; H. 11; S. 1 - 8
Hauptverfasser: Liang, Wei, Zhang, Zeqiang, Zeng, Yanqing, Yin, Tao, Wu, Tengfei
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Piscataway IEEE 01.11.2023
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:
Balancing
Dismantling
End of life
Energy consumption
Evolutionary algorithms
Evolutionary computation
Mixed integer
Mixed-integer non-linear programming
multi-objective enhanced differential evolution algorithm
Multiple objective analysis
Nonlinear programming
Optimization
parallel disassembly line balancing
parallel workstations
Workstations
ISSN:1551-3203, 1941-0050
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Zusammenfassung:To reasonably arrange disassembly facilities and plan enterprise space, we propose a parallel disassembly line balancing problem (PW-PDLBP) with parallel workstations. Additionally, a mixed-integer non-linear programming (MINLP) model that minimizes the line length, number of workstations, idle time balancing index, and energy consumption is established based on the problem characteristics and is solved using the GUROBI optimizer. Furthermore, a multi-objective enhanced differential evolution algorithm (MEDE) is developed to obtain high-quality disassembly schemes for PW-PDLBP. The correctness of encoding and decoding and the solving performance of MEDE are verified by comparing with the MINLP model and four existing algorithms. Then, an instance consisting of two different types of end-of-life TVs is optimized. Finally, the effectiveness of PW-PDLBP in improving enterprise space utilization is validated by comparing it with the parallel line layout without parallel workstations.
Bibliographie:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ISSN:1551-3203
1941-0050
DOI:10.1109/TII.2023.3241583