Linear programming models for optimal workload and batching in pick-and-pass warehousing systems

IF 0.7 Q4 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Operations Research and Decisions Pub Date : 2023-01-01 DOI:10.37190/ord230309
Grzegorz Tarczyński
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引用次数: 0

Abstract

Pick-and-pass systems are a part of picker-to-parts order-picking systems and constitute a very common storage solution in cases where customer orders are usually small and need to be completed very quickly. As workers pick items in the zones connected by conveyor, their work needs to be coordinated. The paper presents MILP models that optimize the order-picking process. The first model uses information about expected demand for items to solve the storage location problem and balance the workload across zones. The task of the next model is order-batching and sequencing – two concepts are presented that meet different assumptions. The results of the exemplary tasks solved with the use of the proposed MILP models show that the total picking time of a set of orders can be reduced by about 35-45% in comparison with random policies. The paper presents an equation for the lower bound of a makespan. Recommendations about the number of zones that guarantee the required system efficiency are also introduced.
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拣传仓储系统中最优工作量和批处理的线性规划模型
拾取-传递系统是拾取-零件订单拾取系统的一部分,在客户订单通常很少且需要快速完成的情况下,它构成了一种非常常见的存储解决方案。当工人在由传送带连接的区域中挑选物品时,他们的工作需要协调。本文提出了优化拣货过程的MILP模型。第一个模型使用有关物品预期需求的信息来解决存储位置问题,并在不同区域之间平衡工作负载。下一个模型的任务是订单批处理和排序——提出了满足不同假设的两个概念。使用所提出的MILP模型解决的示例任务的结果表明,与随机策略相比,一组订单的总挑选时间可以减少约35-45%。本文给出了极限区间下界的一个方程。还介绍了关于保证所需系统效率的区域数量的建议。
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来源期刊
Operations Research and Decisions
Operations Research and Decisions OPERATIONS RESEARCH & MANAGEMENT SCIENCE-
CiteScore
1.00
自引率
25.00%
发文量
16
审稿时长
15 weeks
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