TY - GEN
T1 - Research on Production Balance Technology of Assembly Pulse Line Based on Non-Dominated Genetic Algorithm
AU - Cui, Jiajun
AU - Wang, Jianqun
AU - Wang, Aimin
AU - Zhang, Shengwei
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Under the mobile production mode of flow production line, the establishment of pulsating production line in general assembly workshop has become a development trend, and it is particularly important to solve the balance problem of pulsating assembly line in workshop. Considering the constraints such as assembly line beat and assembly sequence, aiming at minimizing the assembly time and the number of human resources, this paper constructs a multi-objective and multi-constraint balance problem model of final assembly pulsating production line, and designs a non dominated sorting genetic algorithm to solve it. Combined with the actual data of a workshop, the program is developed, and the final results are analyzed in detail. It shows that the algorithm can greatly improve the assembly efficiency and personnel utilization, and verify the feasibility and effectiveness of the algorithm.
AB - Under the mobile production mode of flow production line, the establishment of pulsating production line in general assembly workshop has become a development trend, and it is particularly important to solve the balance problem of pulsating assembly line in workshop. Considering the constraints such as assembly line beat and assembly sequence, aiming at minimizing the assembly time and the number of human resources, this paper constructs a multi-objective and multi-constraint balance problem model of final assembly pulsating production line, and designs a non dominated sorting genetic algorithm to solve it. Combined with the actual data of a workshop, the program is developed, and the final results are analyzed in detail. It shows that the algorithm can greatly improve the assembly efficiency and personnel utilization, and verify the feasibility and effectiveness of the algorithm.
KW - Multi-objective and multi-constraint
KW - Non-dominated genetic algorithm
KW - Pulse production line of General Assembly Workshop
UR - http://www.scopus.com/inward/record.url?scp=85137825537&partnerID=8YFLogxK
U2 - 10.1109/ICMA54519.2022.9856316
DO - 10.1109/ICMA54519.2022.9856316
M3 - Conference contribution
AN - SCOPUS:85137825537
T3 - 2022 IEEE International Conference on Mechatronics and Automation, ICMA 2022
SP - 1605
EP - 1609
BT - 2022 IEEE International Conference on Mechatronics and Automation, ICMA 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 19th IEEE International Conference on Mechatronics and Automation, ICMA 2022
Y2 - 7 August 2022 through 10 August 2022
ER -