计算机集成制造系统 ›› 2019, Vol. 25 ›› Issue (第7): 1717-1728.DOI: 10.13196/j.cims.2019.07.012

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具有并行制造特征的自动化混流生产线调度模型

毛永年1,2,3,唐秋华2,3+,张利平2,3,李梓响2,3   

  1. 1.遵义师范学院工学院
    2.武汉科技大学冶金装备及其控制教育部重点实验室
    3.武汉科技大学机械传动与制造工程湖北省重点实验室
  • 出版日期:2019-07-31 发布日期:2019-07-31
  • 基金资助:
    国家自然科学基金资助项目(51275366,51305311);高等学校博士学科点专项科研基金 (博导类) 资助项目(20134219110002,2013M542073)。

Mathematic model for automated mixed production line scheduling problem with multi-capacity machines

  • Online:2019-07-31 Published:2019-07-31
  • Supported by:
    Project supported by the National Natural Science Foundation,China(No.51275366,51305311),and the Specialized Research Fund for the Doctoral Program of Higher Education,China(20134219110002,2013M542073).

摘要: 为提高自动化混流生产线的生产效率,瓶颈工作站通常设计有并行制造能力,以便同时处理多个工件。针对工件在并行制造单元上的实际加工时长跨越多个周期的情形,提出一种等效转换方法,从而将瓶颈工作站使用能力约束的研究对象从工作站整体转移到相互独立的多个制造单元个体上。以此为基础,针对自动化混流生产线周期性调度问题,构建了考虑并行工作站使用能力约束的混合整数线性规划模型。此外,基于现有文献针对并行工作站使用能力约束的建模方法,构建了该问题不考虑重入工艺情形时的混合整数线性规划模型。采用改进的标准案例首次指出了并行制造单元上搬运作业存在的周期性交替配对现象,并阐述了所提出转换方法处理相应约束的可行性。大量随机案例验证了所提出的模型的性能。基于随机案例的对比实验验证了所提出的针对并行工作站使用能力约束建模方法的最优性。

关键词: 自动化混流生产线, 并行制造单元, 调度, 能力约束, 重入工艺, 混合整数规划

Abstract: To improve the throughput of automated mixed production line,bottleneck machines usually have parallel manufacturing capabilities so that multiple parts can be processed simultaneously in a machine.Due to the fact that the actual processing time of parts on the parallel unit may span multiple cycles,an equivalent conversion method which transformed the object of using capacity constraints from the overall workstation to the independent units was proposed.On this basis,a Mixed Integer Linear Programming (MILP) model for cyclic scheduling problem in automated mixed production line was constructed,including the using capacity constraints of the parallel machine.Meanwhile,a mixed integer linear programming model for the problem without reentrance was constructed by borrowing the existing modeling approach for using capacity constraints on the parallel machine.Computational test on the improved benchmark instance demonstrated that the handling operations in the parallel unit had matched with each other alternatively as the cycle changes,and the feasibility of the proposed methodology was proved to formulate the workstation using capacity constraints.A large number of randomly generated instances verified the performance of the proposed model.Comparative experiments based on randomly generated instance demonstrated the optimality of the proposed methodology for using capacity constraints on the parallel machine.

Key words: automated mixed production line, parallel manufacturing unit, scheduling, capacity constraints, reentrant process, mixed integer programming

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