TY - GEN
T1 - A Constrained Decomposition Grid Approach to Disassembly Line Balancing Problems
AU - Lei, Siqi
AU - Guo, Xiwang
AU - Zhou, Mengchu
AU - Wang, Jiacun
AU - Qi, Liang
AU - Qin, Shujin
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - 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'.
AB - 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'.
KW - Constrained decomposition with grids (CDG)
KW - Decomposition based on multi-objective evolutionary algorithms
KW - Disassembly line balancing problem (DLBP)
UR - http://www.scopus.com/inward/record.url?scp=85124425057&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85124425057&partnerID=8YFLogxK
U2 - 10.1109/ICAMechS54019.2021.9661491
DO - 10.1109/ICAMechS54019.2021.9661491
M3 - Conference contribution
AN - SCOPUS:85124425057
T3 - International Conference on Advanced Mechatronic Systems, ICAMechS
SP - 162
EP - 167
BT - 2021 International Conference on Advanced Mechatronic Systems, ICAMechS 2021
PB - IEEE Computer Society
T2 - 2021 International Conference on Advanced Mechatronic Systems, ICAMechS 2021
Y2 - 9 December 2021 through 12 December 2021
ER -