Configuring a seru production system to match supply with volatile demand

被引:0
|
作者
Rongxin Zhan
Dongni Li
Tao Ma
Zihua Cui
Shaofeng Du
Yong Yin
机构
[1] Beijing Institute of Technology,School of Computer Science
[2] Beijing Institute of Technology,Southeast Academy of Information Technology
[3] State Key Laboratory of Smart Manufacturing for Special Vehicles and Transmission System,Graduate School of Business
[4] Guangdong Shenling Environmental Systems Co.,undefined
[5] Ltd.,undefined
[6] Doshisha University,undefined
来源
Applied Intelligence | 2023年 / 53卷
关键词
Seru production system; Reconfigurable manufacturing systems; Resource conflict; Multiobjective; Differential evolution;
D O I
暂无
中图分类号
学科分类号
摘要
In recent years, volatile markets have given rise to a new production system, seru production system, which has been widely utilized in the Asian electronics industry and considered as the next generation of lean production. This paper focuses on the configuration of a seru production system considering that (1) serus are physically reconfigurable rather than fixed and (2) workers have different skill ranges and processing velocities. A mathematical model, whose objectives are to minimize the total completion time and to minimize the total labor cost, is constructed. An improved multiobjective algorithm that combines a multiobjective genetic algorithm, differential evolutionary algorithm and conflict-factor-based mutation operator is proposed in this paper. Computational experiments show that our proposed algorithm outperforms classic scheduling heuristics and well-known algorithms.
引用
收藏
页码:12925 / 12936
页数:11
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