Joint decision model of Seru production system balancing considering lot-splitting

被引：0
|
作者：
Bai Z.-Y. [1 ,2 ]
Wang H. [1 ,2 ]
He L. [1 ,2 ]
机构：
[1] National Joint Engineering Laboratory for Manufacturing Management and Information Technology, Dalian University of Technology, Dalian
[2] School of Economics and Management, Dalian University of Technology, Dalian
来源：
Kongzhi yu Juece/Control and Decision | 2021年 / 36卷 / 10期
关键词：
Inter-Seru system balancing; Joint decision; Lot-splitting; NSGA-II; Seru system formation;
D O I：
10.13195/j.kzyjc.2020.0167
中图分类号：
学科分类号：
摘要：
In this paper, lot-splitting is adopted in the process of Seru production system formation for the inter-Seru imbalance problem caused by unreasonable batch size in Seru production. A multi-objective optimization model of line-Seru conversion is developed. Aiming to minimize the total throughput time and the total labor hours, by the model makes joint decisions on Seru formation and lot-splitting in the conversion process. Considering the characteristics of the multi-objective optimization problem and the complexity of the solution space, a local search strategy is added to improved the algorithm, the INSGA-II is proposed to solve the problem, and an encoding method based on vernier is designed to express the lot-splitting strategy to satisfy the constraint when Seru quantity changes. In evolution, the batch sizes and product types of each Seru are continuously optimized to balance the workload between Serus and shorten total throughput time. Finally, the effectiveness of the method is verified by numerical examples. The results show that lot-splitting can better balance the workload between Serus when the quantity of product has high fluctuation. © 2021, Editorial Office of Control and Decision. All right reserved.
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页码：2517 / 2527
页数：10
相关论文
共 42 条
  • [1] Kono H., The aim of the special issue on seru manufacturing, IE Review, 45, pp. 4-5, (2004)
  • [2] Yin Y, Kaku I, Stecke K E., The evolution of seru production systems throughout Canon, Operations Management Education Review, 2, pp. 35-39, (2008)
  • [3] Liu C G, Lian J, Li W J, Et al., Seru seisan-The latest manufacturing model developed in Japan, Management Review, 22, 5, pp. 93-103, (2010)
  • [4] Hisashi S., The change of consciousness and company by cellular manufacturing in Canon way (in Japanese), (2006)
  • [5] Yin Y, Stecke K E, Li D N., The evolution of production systems from industry 2.0 through industry 4.0, International Journal of Production Research, 56, 1, pp. 848-861, (2018)
  • [6] Yin Y, Stecke K E, Swink M, Et al., Lessons from seru production on manufacturing competitively in a high cost environment, Journal of Operations Management, 49, 51, pp. 67-76, (2017)
  • [7] Sakazume Y., Is Japanese cell manufacturing a new system? A comparative study between Japanese cell manufacturing and cellular manufacturing, Journal of Japan Industrial Management Association, 55, 6, pp. 341-349, (2005)
  • [8] Stecke K E, Yin Y, Kaku I, Et al., Seru: The organizational extension of JIT for a super-talent factory, International Journal of Strategic Decision Sciences, 3, 1, pp. 106-119, (2012)
  • [9] Villa A, Taurino T., From JIT to Seru, for a production as lean as possible, Procedia Engineering, 63, pp. 956-965, (2013)
  • [10] Yu Y, Tang J F., Seru production, pp. 133-137, (2018)
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