边缘AI平台在智能制造系统中的应用  

Application of Edge AI Platform in Intelligent Manufacturing System

作　　者：张骥 宋文付 张星 ZHANG Ji;SONG Wenfu;ZHANG Xing(CMCU Engineering Co.,Ltd.,Chongqing 400039,China)

机构地区：[1]中机中联工程有限公司,重庆400039

出　　处：《自动化应用》2025年第4期52-55,共4页Automation Application

摘　　要：边缘AI平台正日益成为核心技术,通过将数据处理任务从中央服务器转移到设备或系统的“边缘”,实现了更高效、更实时的数据处理和决策支持。目前,有关边缘AI平台的文献多为理论研究,结合实际应用较少。因此,采用理论与实际结合的方法,探讨边缘AI平台在智能制造系统中的应用,包括实时数据采集、资源管理、机器人协作和质量控制等多个方面,展示了边缘AI如何提升制造效率、优化操作流程,并增强生产系统的整体性能。Edge AI platforms are increasingly becoming a core technology,enabling more efficient and real-time data processing and decision support by moving data processing tasks from a central server to the"edge"of a device or system.At present,most of the literature on edge AI platforms is theoretical research,with limited practical applications.Therefore,this paper uses a combination of theory and practice to explore the application of edge AI platforms in intelligent manufacturing systems,including real-time data collection,resource management,robot collaboration,and quality control,and shows how edge AI can improve manufacturing efficiency,optimize operation processes,and enhance the overall performance of production systems.

关 键 词：智能制造系统 边缘AI平台 技术应用 

分 类 号：TH16[机械工程—机械制造及自动化] TP311.5[自动化与计算机技术—计算机软件与理论]