基于物联网和人机界面的物流仓库调度管理研究

IF 0.9 Q4 MANAGEMENT
Lanjing Wang, J. Daniel, Thanjai Vadivel
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引用次数: 0

摘要

物联网(IoT)和人机界面的自动化部署为分散仓库调度管理(WSM)提供了最佳的发展。本文提出了利用计算方法向仓库调度管理(WSM)迈进的优越数据系统,以实现智能物流。此外,本文还介绍了利用物联网实现协同仓库订单履行的人机界面框架(HMI)。它由一层物理设备、一个环境中间件网络、一个多代理框架和源规划组成。选择这种方法是为了增强分散仓库调度管理在动态环境下的响应能力。仿真结果表明,该方法具有较高的产品交付率(96.5%)、运行成本(94.9%)、需求预测率(96.5%)、准确率(98.4%)和性能(97.2%)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Logistic Warehouse Scheduling Management With IoT and Human-Machine Interface
The automated deployment of the internet of things (IoT) and the human-machine interface provides the best advancement for dispersed warehouse scheduling management (WSM). In this paper, superior data systematic move toward warehouse scheduling management (WSM) has been suggested using the computational method to allow smart logistics. Furthermore, this paper introduces the human-machine interface framework (HMI) using IoT for collaborative warehouse order fulfillment. It consists of a layer of physical equipment, an ambient middleware network, a framework of multi-agents, and source planning. This approach is chosen to enhance the reaction capabilities of decentralized warehouse scheduling management in a dynamic environment. The simulation outcome has been performed, and the suggested method realizes a high product delivery ratio (96.5%), operational cost (94.9%), demand prediction ratio (96.5%), accuracy ratio (98.4%), and performance ratio (97.2%).
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来源期刊
CiteScore
1.90
自引率
43.80%
发文量
59
期刊介绍: The International Journal of Information Systems and Supply Chain Management (IJISSCM) provides a practical and comprehensive forum for exchanging novel research ideas or down-to-earth practices which bridge the latest information technology and supply chain management. IJISSCM encourages submissions on how various information systems improve supply chain management, as well as how the advancement of supply chain management tools affects the information systems growth. The aim of this journal is to bring together the expertise of people who have worked with supply chain management across the world for people in the field of information systems.
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