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

作　　者：李晚春[1] 孔陶茹[1] LI Wanchun;KONG Taoru(Xi’an Siyuan University,Xi’an 710038,China)

机构地区：[1]西安思源学院,西安710038

出　　处：《自动化与仪器仪表》2024年第7期297-301,共5页Automation & Instrumentation

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

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。The introduction of Internet of Things technology has not only changed the traditional operation mode of the logistics industry,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 benchmark 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 logistics 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 

分 类 号：TP391.9[自动化与计算机技术—计算机应用技术]