A Constrained Decomposition Grid Approach to Disassembly Line Balancing Problems
Document Type
Conference Proceeding
Publication Date
1-1-2021
Abstract
Environmental damage caused by rapidly increasing end-of-life products can be reduced if they can be properly disassembled and their parts and material can be reused/recycles. Robots can be used to increase the efficiency of a disassembly line. We can classify disassembly operations into non-destructive and destructive ones. This work presents a mathematical model of a disassembly line balancing problem (DLBP) involving both types of disassembly operations. We propose an improved constrained decomposition grid (CDG) approach to solve the model. Four types of products are disassembled by using CDG, multi-objective evolutionary algorithm based on decomposition (MOEA/D) and non-dominated sorting genetic algorithm II (NSGAII). The results verify CDG's feasibility, effectiveness and better performance than its two peers'.
Identifier
85124425057 (Scopus)
ISBN
[9781665417525]
Publication Title
International Conference on Advanced Mechatronic Systems Icamechs
External Full Text Location
https://doi.org/10.1109/ICAMechS54019.2021.9661491
e-ISSN
23250690
ISSN
23250682
First Page
162
Last Page
167
Volume
2021-December
Recommended Citation
Lei, Siqi; Guo, Xiwang; Zhou, Mengchu; Wang, Jiacun; Qi, Liang; and Qin, Shujin, "A Constrained Decomposition Grid Approach to Disassembly Line Balancing Problems" (2021). Faculty Publications. 4677.
https://digitalcommons.njit.edu/fac_pubs/4677