摘要
针对传统库房管理主要依赖人工、效率低、数据难以及时更新、人力成本高等问题,文中基于golang微服务,结合ZigBee、RFID、人工智能和区块链等技术设计一种新型仓库智能管理系统。该系统主要由综合信息处理控制系统、以ZigBee为主的信息交互系统、以STM32与人脸识别为核心的门禁控制系统、RFID读写设备、后台管理五个部分构成,采用分布式架构将仓库设备管理、数据采集与处理和任务决策整合为一体,既能便捷联动ZigBee、RFID及人脸识别,又具有极强的内存管理和跨平台性。应用系统基于golang语言开发,使用vue、uniapp、electron、php、tdsql-c等技术,采用B/S和C/S两种架构;后端服务采用go-micro微服务形式来提高系统可插拔性和高并发能力;为提高租借数据的可靠性,系统采用区块链对其进行加密,实现每条数据自动上链功能。数据库采用tdsql-c云原生数据库,以方便横向扩展。实验表明,该系统能高效实现盘点和更新、全程无纸化记录及影像和出库数据留存,确保资料溯源,信息化水平高,极大地降低了企业运营成本。
The traditional warehouse management mainly relies on manual registration,so the efficiency is low,the data is difficult to update in time,and the human cost is high.In view of this,a new intelligent warehouse management system is designed on the basis of golang micro-service and in combination with ZigBee,RFID,artificial intelligence and blockchain technology.The system is mainly composed of five parts,named integrated information processing and control system,ZigBee-based information interaction system,access control system based on STM32 and face recognition,RFID read-write equipment,and background management.The distributed architecture is adopted to integrate warehouse equipment management,data acquisition and processing,and task decision.The system not only can link ZigBee,RFID and face recognition conveniently,but also has powerful memory management and cross-platform capability.The application system is developed based on golang language,using technologies of vue,uniapp,electron,php and tdsql-c,and adopting architectures of B/S and C/S.The micro-service form go-micro is adopted for the back-end service to improve the pluggability and high concurrency of the system.In order to improve the reliability of rental data,the blockchain is used to encrypt it and realize the automatic chaining function of each data.The tdsql-c cloud native database is adopted to facilitate horizontal expansion.Experiments show that the proposed system can realize efficient inventory and update,paperless records for the whole process,and images and outbound data retention,and ensure data traceability and high level of informatization.Therefore,it can reduce the operation cost of enterprises greatly.
作者
向诚
万宇杰
谭俊伟
桂玲
XIANG Cheng;WAN Yujie;TAN Junwei;GUI Ling(Swan College,Central South University of Forestry and Technology,Changsha 410211,China;College of Computer and Information Engineering,Central South University of Forestry and Technology,Changsha 410004,China)
出处
《现代电子技术》
北大核心
2024年第13期172-179,共8页
Modern Electronics Technique
基金
湖南省教育厅科研项目(21C0137)。
