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首页> 外文期刊>International Journal of Production Research >Design and application of Internet of things-based warehouse management system for smart logistics
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Design and application of Internet of things-based warehouse management system for smart logistics

机译：基于物联网的智能物流仓库管理系统设计与应用

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摘要

Warehouse operations need to change due to the increasing complexity and variety of customer orders. The demand for real-time data and contextual information is requried because of the highly customised orders, which tend to be of small batch size but with high variety. Since the orders frequently change according to customer requirements, the synchronisation of purchase orders to support production to ensure on-time order fulfilment is of high importance. However, the inefficient and inaccurate order picking process has adverse effects on the order fulfilment. The objective of this paper is to propose an Internet of things (IoT)-based warehouse management system with an advanced data analytical approach using computational intelligence techniques to enable smart logistics for Industry 4.0. Based on the data collected from a case company, the proposed IoT-based WMS shows that the warehouse productivity, picking accuracy and efficiency can be improved and it is robust to order variability.
机译：由于客户订单的复杂性和多样性不断增加，需要更改仓库操作。由于高度定制的订单，对实时数据和上下文信息的需求特别高，这些订单往往小批量但种类繁多。由于订单经常根据客户要求进行更改，因此同步采购订单以支持生产以确保按时交货非常重要。但是，效率低下和不准确的订单拣选过程会对订单的履行产生不利影响。本文的目的是提出一种基于物联网（IoT）的仓库管理系统，该系统采用先进的数据分析方法，并使用计算智能技术实现工业4.0的智能物流。基于从案例公司收集的数据，所提出的基于物联网的WMS表明，可以提高仓库的生产率，拣选准确性和效率，并且对订单可变性具有鲁棒性。

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