基于仿真的汽车生产自动化存取系统中缓冲资源排序优化

Christian Urnauer, E. Bosch, J. Metternich
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引用次数: 1

摘要

在具有稳定顺序的生产控制中,装配顺序以所谓的珍珠链的形式固定。然而,生产过程中的并行性和不稳定性导致了订单序列的混乱。通过在单个生产单元之间使用序列缓冲,可以增加订单序列的稳定性。在汽车工业中,所有的测序缓冲区经常共用一个容量有限的大型自动存储和检索系统。在现有的排序缓冲区定维方法中,尽管缓冲区容量的最佳分配可能是提高序列稳定性的重要杠杆,但没有考虑共享容量的限制。因此,本文的重点是确定使用相同存储面积的多个排序缓冲区之间的最优容量分布。提出了一种基于贪心仿真的改进启发式算法,使得用一种实用、直观的优化方法找到有希望的解决方案成为可能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Simulation-Based Optimization of Sequencing Buffer Allocation in Automated Storage and Retrieval Systems for Automobile Production
In production control with a stable order sequence, the assembly order is fixed in the form of the so-called pearl chain. However, parallelism and instabilities in the production process cause scrambling in the order sequence. The stability of the order sequence can be increased by using sequencing buffers between the individual production units. In the automobile industry, all sequencing buffers frequently share one large automated storage and retrieval system (AS/RS) with limited capacity. In existing approaches for dimensioning sequencing buffers, this shared capacity restriction is not considered, even though the optimal distribution of buffer capacity might be an important lever for increasing the sequence stability. Therefore, the focus of this paper is the identification of the optimal capacity distribution between several sequencing buffers using the same storage area. A greedy simulation-based improvement heuristic is developed which makes it possible to find promising solutions with a practical and intuitive optimization approach.
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