摘要
为了解决家电业依赖人工进行外观质量检测的长期痛点,将5G+MEC的机器视觉关键技术进行创新应用,构建了智能化产品表面质量检测系统。检测系统以云边协同模式运营,支持图片和视频的边缘端推理,云端算法终端下载部署,支持异构计算,实时性高。系统基于决策分析工具、人工智能、大数据分析等技术对采集的数据进行综合管理及应用。同时,关联企业MES、SCADA、WMS等系统,集成生产端数据、物料数据、市场追踪反馈数据,实现产品全生命周期的数据互联及质量追溯。
In order to solve the long-term pain point that the household appliance industry relies on manual appearance quality inspection,this paper innovatively applies the key technology of 5G+MEC machine vision,and constructs an intelligent product surface quality inspection system.The detection system operates in the cloud side collaboration mode,supports edge reasoning of pictures and videos download and deployment of cloud algorithm terminals,supports heterogeneous computing,and has high real-time performance.The system comprehensively manages and applies the collected data based on decision analysis tools,artificial intelligence,big data analysis and other technologies.At the same time,the system is associated with MES,SCADA,WMS and other systems of enterprises,and integrates production end data,material data and market tracking feedback data,which can realize data interconnection and quality traceability in the whole life cycle of products.
作者
王超
鲁效平
刘伦明
孙明
景大智
于晓义
Wang Chao;Lu Xiaoping;Liu Lunming;Sun Ming;Jing Dazhi;Yu Xiaoyi(Qingdao Haier Institute of Industrial Intelligence Co.,Ltd.,Qingdao 266500,China)
出处
《电子技术应用》
2022年第12期84-88,共5页
Application of Electronic Technique
基金
山东省重点研发计划(重大科技创新工程)(2020CXGC010103)。
关键词
检测系统
家电业
机器视觉
5G
MEC
detection system
household-appliance business
machine vision
5G
MEC
