自动化与仪器仪表2024,Issue(7) :297-301.DOI:10.14016/j.cnki.1001-9227.2024.07.297

基于物联网技术的虚拟物流中心运行平台设计与应用

Design and application of virtual logistics center operating platform based on Internet of Things technology

李晚春 孔陶茹
自动化与仪器仪表2024,Issue(7) :297-301.DOI:10.14016/j.cnki.1001-9227.2024.07.297

基于物联网技术的虚拟物流中心运行平台设计与应用

Design and application of virtual logistics center operating platform based on Internet of Things technology

李晚春 1孔陶茹1
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作者信息

  • 1. 西安思源学院,西安 710038
  • 折叠

摘要

物联网技术的引入,不仅改变了物流行业的传统运作模式,也使得信息流和物品流的管理变得更加精准和高效.虚拟物流中心运行平台的设计和应用,对物流行业的效率提升具有重要意义.为促进物流中心发展,研究采用了一种改进的启发式优化算法进行模型求解,并在基准数据集上进行测试.结果显示,改进的启发式算法在基准数据集上提升了 65%的最优解性能,且在基准数据集和实际数据集上表现良好.虚拟物流平台的搜索精度提升了 67%,搜索速度提升了 23倍.可见通过优化算法,不仅提升了设计效率和准确性,而且显著提升了搜索速度,为物流行业的技术进步和效率提升带来了实质性的贡献.

Abstract

The introduction of Internet of Things technology has not only changed the traditional operation mode of the logistics in-dustry,but also made the management of information flow and item flow more precise and efficient.The design and application of a virtual logistics center operating platform is of great significance for improving the efficiency of the logistics industry.To promote the development of logistics centers,an improved heuristic optimization algorithm was adopted for model solving and tested on a bench-mark dataset.The results showed that the improved heuristic algorithm improved the optimal solution performance by 65%on the benchmark dataset,and performed well on both the benchmark dataset and the actual dataset.The search accuracy of the virtual lo-gistics platform has increased by 67%,and the search speed has increased by 23 times.It can be seen that optimizing algorithms not only improves design efficiency and accuracy,but also significantly improves search speed,bringing substantial contributions to the technological progress and efficiency improvement of the logistics industry.

关键词

物联网技术/虚拟物流/平台设计/平台协同/现代物流

Key words

internet of things technology/virtual logistics/platform design/platform collaboration/modem logistics

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基金项目

教育部2023年供需对接就业育人项目就业实习基地项目(20230107252)

出版年

2024
自动化与仪器仪表
重庆工业自动化仪表研究所,重庆市自动化与仪器仪表学会

自动化与仪器仪表

CSTPCD
影响因子:0.327
ISSN:1001-9227
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