Smart Warehouse Management System Concept with Implementation

E. Žunić, Sead Delalic, K. Hodzic, A. Besirevic, Harun Hindija
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引用次数: 36

Abstract

Distribution companies use complex software systems called WMS (Warehouse Management System). The WMS is an important part of the company’s business and it can make processes simple to keep track of. Smart WMS optimizes processes to save resources and to create a more efficient working place. This paper describes the concept of a smart WMS that is implemented in one of the largest distribution companies in Bosnia and Herzegovina. The system uses artificial intelligence and optimization algorithms to improve working process. The paper describes the complete warehouse workflow that includes stock planning, initial product placement, transfer from stock to pick zone, order picking process, transport and tracking. The anomaly detection is used in some processes to improve the whole system. The main contribution of this paper is the presentation of an efficient and in the real world used smart WMS concept.
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智能仓库管理系统的概念与实现
分销公司使用称为WMS(仓库管理系统)的复杂软件系统。WMS是公司业务的重要组成部分,它可以使流程易于跟踪。智能WMS优化流程以节省资源并创建更高效的工作场所。本文介绍了在波斯尼亚和黑塞哥维那最大的分销公司之一实施的智能WMS的概念。该系统采用人工智能和优化算法来改进工作流程。本文描述了完整的仓库工作流程,包括库存计划,初始产品放置,从库存转移到取货区,订单取货过程,运输和跟踪。在某些过程中使用异常检测来改进整个系统。本文的主要贡献是提出了一个高效且在现实世界中使用的智能WMS概念。
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