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融合云边协同的分布式铝箔厂设备监控管理系统

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为了解决传统铝箔厂设备监控与管理中的问题,提出并实现了一种融合边缘节点、分布式存储与云计算的可视化铝箔厂设备监控管理系统。该系统通过边缘节点与私有云服务协同工作的方式,提供了实时监控、信息管理与故障诊断等功能,通过分布式存储服务集群针对生产数据进行可靠存储,借助公有云进行资源共享与数据分析。系统综合提供设备与人员管理、支持三维动画、集成分布式存储、离线时序预测及数据可视化等多种服务,具有安全可靠、易扩展且功能丰富等优点。提出的设备监控管理系统已成功应用于某铝箔厂的全厂设备监控,应用结果表明,该系统能够有效地进行设备状态监测与维护。
Cloud-edge collaboration integrated distributed aluminum foil plant equipment monitoring management system
To address equipment monitoring and management challenges in an aluminum foil factory,a visual equipment monitoring and management system integrating edge nodes,distributed storage and cloud computing was proposed and implemented.The system provides real-time monitoring,information management and fault diagnosis through edge nodes working with private cloud services,reliable storage of production data through distributed storage service clusters,and resource sharing and data analysis with the help of public cloud.The system provides a variety of services such as equipment and personnel man-agement,3D animation support,integrated distributed storage,offline timing prediction,data visualization,etc.,and has the advan-tages of safety,reliability,easy to expand,and rich functionality.The proposed equipment monitoring and management system has been successfully applied to the plant-wide equipment monitoring of an aluminum foil plant,and the application results show that the system is able to effectively carry out equipment condition monitoring and maintenance.

cloud-edge collaborationdistributed storagereal-time monitoringaluminum foil factorysoftware designtime-series forecasting

苏九铮、胡文山、刘国平、李坤杰、刘斌斌

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武汉大学,武汉 430072

南方科技大学,深圳 518055

乳源东阳光优艾希杰精箔有限公司,韶关 512721

云边协同 分布式存储 实时监控 铝箔厂 软件设计 时序预测

国家自然科学基金资助项目国家自然科学基金资助项目国家自然科学基金资助项目国家自然科学基金资助项目

62073247621033086217325562188101

2024

现代制造工程
北京机械工程学会 北京市机械工业局技术开发研究所

现代制造工程

CSTPCD北大核心
影响因子:0.374
ISSN:1671-3133
年,卷(期):2024.(9)