An order scheduling problem in seru production system considering worker assignment

被引:0
|
作者
Wang Y. [1 ]
Zhang Z. [1 ]
Yin Y. [2 ]
机构
[1] School of Economics and Management, Nanjing University of Science and Technology, Nanjing
[2] Graduate School of Business, Doshisha University, Karasuma-Imadegawa, Kamigyo-ku, Kyoto
来源
Zhang, Zhe (zhangzhe@njust.edu.cn) | 1600年 / Inderscience Publishers卷 / 37期
基金
中国国家自然科学基金;
关键词
Artificial bee colony algorithm; K-means clustering; KMC; Order scheduling problem; Seru; Worker assignment;
D O I
10.1504/IJISE.2021.112898
中图分类号
学科分类号
摘要
As one of the latest production modes, seru production, which is arising from Japanese manufacturing practice, has been attracted more and more attention due to its efficiency, flexibility, and quick response ability. In this paper, the scheduling problem with worker assignment in the seru production system is studied where a set of orders must be scheduled over the parallel serus according to the due date. This problem is constructed as a multi-objective model to minimise the total variable cost (TVC) and total idle time (TIT). Then, according to the characteristics of proposed model, the K-means clustering is used to solve the worker assignment and the artificial bee colony (ABC) algorithm is used to solve the order scheduling problem. Finally, the practicality and effectiveness of the proposed model and algorithm are demonstrated by the numerical examples, and the results show that the artificial bee colony algorithm has a good scalability. Copyright © 2021 Inderscience Enterprises Ltd.
引用
收藏
页码:149 / 167
页数:18
相关论文
共 50 条
  • [41] Cross-trained worker assignment and comparative analysis on throughput of divisional and rotating seru
    Wu, Lang
    Chan, Felix T. S.
    Niu, Ben
    Li, Li
    INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2018, 118 (05) : 1114 - 1136
  • [42] Joint decision model of Seru production system balancing considering lot-splitting
    Bai Z.-Y.
    Wang H.
    He L.
    Kongzhi yu Juece/Control and Decision, 2021, 36 (10): : 2517 - 2527
  • [43] Seru Scheduling Problems with Multiple Due-Windows Assignment and Learning Effect
    Yujing Jiang
    Zhe Zhang
    Xiaoling Song
    Yong Yin
    Journal of Systems Science and Systems Engineering, 2022, 31 : 480 - 511
  • [44] Seru Scheduling Problems with Multiple Due-Windows Assignment and Learning Effect
    Jiang, Yujing
    Zhang, Zhe
    Song, Xiaoling
    Yin, Yong
    JOURNAL OF SYSTEMS SCIENCE AND SYSTEMS ENGINEERING, 2022, 31 (04) : 480 - 511
  • [45] Sewing Production Line Balancing Problem Considering Worker Moving Cost
    Zhou J.
    Fu K.
    Guo K.
    Tongji Daxue Xuebao/Journal of Tongji University, 2022, 50 (05): : 750 - 758
  • [46] Minimising total tardiness for the worker assignment scheduling problem in identical parallel-machine models
    Po-Chieng Hu
    The International Journal of Advanced Manufacturing Technology, 2004, 23 : 383 - 388
  • [47] Minimising total tardiness for the worker assignment scheduling problem in identical parallel-machine models
    Hu, PC
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2004, 23 (5-6): : 383 - 388
  • [48] Production System Evaluation Method Considering Worker Taking Childcare
    Hibino, Hironori
    Watanabe, Yoshihiko
    INTERNATIONAL JOURNAL OF AUTOMATION TECHNOLOGY, 2022, 16 (03) : 320 - 328
  • [49] An on-line seru scheduling algorithm with proactive waiting considering resource conflicts
    Li, Dongni
    Jiang, Yuzhou
    Zhang, Jinhui
    Cui, Zihua
    Yin, Yong
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2023, 309 (02) : 506 - 515
  • [50] Pole assignment problem for a second-order system
    E. A. Perepelkin
    Differential Equations, 2017, 53 : 1524 - 1527