数据实时分析的电力安全生产监测系统设计  

Design of power safety production monitoring system based on real-time data analysis

作　　者：黄杰韬 王泽涌 Huang Jietao;Wang Zeyong(Guangdong Electric Power Information Technology Co.,Ltd.,Guangzhou 510630,China)

机构地区：[1]广东电力信息科技有限公司,广东广州510630

出　　处：《能源与环保》2022年第12期256-261,共6页CHINA ENERGY AND ENVIRONMENTAL PROTECTION

基　　金：广东电网信息化项目(037800HK42190029)。

摘　　要：为实时掌握电力安全生产情况并查看全面、可靠、详细的电力安全生产数据,及时进行生产异常预警,以电力安全生产监测目的和内容为基础,结合大数据技术,设计数据实时分析的电力安全生产监测系统。通过数据采集单元采集电力安全生产数据,通过通信设备将数据分别传送至本地监控站和数据分析层,本地监控站分析数据后,在权限范围内实行调度和管理,权限外的则传送至监控中心层;数据分析层采用大数据标签分类以及分析接收的全部数据,获取数据中的异常数据,向监控中心层发送异常预警;监控中心层则通过监控显示服务器查看预警结果。测试结果显示:系统各项功能运行正常,通信效果良好,能够完成电力安全生产数据的实时传输,避免缓存时间较长导致数据丢失或者损坏,全面检测电力安全生产情况。In order to master the situation of electric power safety production in real time,view comprehensive,reliable and detailed data of electric power safety production,and timely give early warning of abnormal production,the electric power safety production monitoring system for real-time data analysis was designed based on the purpose and content of electric power safety production monitoring and combined with big data technology.Collected power safety production data through the data acquisition unit,and transmitted the data to the local monitoring station and the data analysis layer through the communication equipment.After the local monitoring station analyzes the data,it implemented dispatching and management within the scope of authority,and those beyond the authority were transmitted to the monitoring center layer;the data analysis layer used big data label classification and analyzed all received data to obtain abnormal data in the data and send an abnormal warning to the monitoring center layer;the monitoring center layer viewed the alert results through the monitoring display server.The test results showed that all functions of the system operate normally,the communication effect was good,the system could complete the real-time transmission of power safety production data,avoid data loss or damage caused by long cache time,and comprehensively detected the power safety production situation.

关 键 词：数据实时分析 电力安全生产 监测系统 大数据标签 异常数据 采集单元 

分 类 号：TP277[自动化与计算机技术—检测技术与自动化装置]