基于大数据分析的计量仪表智能报警系统设计研究  

Research on the Design of Intelligent Alarm System for Measuring Instruments Based on Big Data Analysis

作　　者：崔广伟 CUI Guangwei(Laboratory Metrology Department of Tianjin Branch,SINOPEC Co.Ltd.,Tianjin 300270,China)

机构地区：[1]中国石油化工股份有限公司天津分公司化验计量部,天津300270

出　　处：《石油工业技术监督》2024年第6期32-37,共6页Technology Supervision in Petroleum Industry

摘　　要：石化企业计量仪表种类多,应用范围广,目前已实现计量仪表信号信息化采集、统计、报送,在企业生产经营、节能降耗、降本增效中发挥着“眼睛”作用。但在计量仪表运行报警监控方面却只停留在上下限报警,大部分依靠人工分析,未实现精准智能化预警报警。设计研究了计量仪表智能化报警方案,阐述了仪表本体报警数据源采集、大数据分析方法、报警统计分析等内容。该系统的预警报警效果较好,对于现代工业流程的安全生产及经营决策具有一定的现实意义。There are many kinds of measuring instruments in petrochemical enterprises with a wide range of applications.At present,the information collection,statistics and reporting of measuring instrument signals have been realized,which plays the role of"eyes"in enterprise production and operation,energy saving and consumption reduction,and cost reduction and efficiency increase.Howev-er,in terms of alarm monitoring of meter operation,it only stays at the upper and lower limits of alarm,most of which rely on manual analysis and do not achieve accurate and intelligent early warning alarm.The intelligent alarm scheme of the meter was designed and studied,and the data source collection,big data analysis method and alarm statistical analysis of the meter ontology were described in detail.The system has good early warning and alarm effect,and has strong practical significance for the safe production and manage-ment decision of modern industrial process.

关 键 词：计量仪表 大数据分析 智能报警 

分 类 号：TH71[机械工程—测试计量技术及仪器] TP311.13[机械工程—仪器科学与技术] TP277[机械工程—精密仪器及机械]