基于大数据的造纸机械设备远程状态监测系统研究  

Research on Remote Condition Monitoring System of Paper Making Machinery and Equipment Based on Big Data

作　　者：马蔚云 王业[2] 林栎 MA Weiyun;WANG Ye;LIN Yue(Xinjiang Electronics Research Institute Co.,Ltd,Urumqi 830010,China;Xinjiang Agricultural University,Urumqi 830010,China)

机构地区：[1]新疆电子研究所股份有限公司,新疆乌鲁木齐830010 [2]新疆农业大学,新疆乌鲁木齐830010

出　　处：《造纸科学与技术》2024年第3期95-98,共4页Paper Science & Technology

基　　金：2022年新疆科技厅少数民族特培科技计划项目(2022D03030)。

摘　　要：在现代制造业环境中,为了提高生产效率、降低维护成本以及促进环境可持续性,远程监测系统已经成为不可或缺的工具。为此,深入探讨了大数据技术在制造业中的应用,以及如何将其应用于造纸机械设备的远程监测,综合分析了大数据在造纸机械设备监测中的优势、系统设计以及模型训练,以期不断提升远程监测系统的性能和适用性。In the modern manufacturing environment,in order to improve production efficiency,reduce maintenance costs and promote environmental sustainability,remote monitoring systems have become an indispensable tool.In this article,we delve into the application of big data technology in manufacturing and how it can be applied to remote monitoring of paper machinery and equipment.The advantages of big data in paper machinery equipment monitoring,system design and model training are comprehensively analyzed,which can continuously improve the performance and applicability of remote monitoring system.

关 键 词：制浆造纸 机械设备 远程监控 系统控制 

分 类 号：TS736[轻工技术与工程—制浆造纸工程]