摘要
在传统的煤矿电网中,由于井下信息不能被及时获取,也就无法对存在的隐患甚至是发生的故障立即发出预警。针对这一问题,基于数据挖掘技术,设计研究了一种综合管理系统,该系统综合应用了嵌入式技术、实时数据库技术以及工控组态软件,能使煤矿电网高效运行。在对多方面的数据进行分析和建模时,结合了数据仓库技术,采用多种挖掘模式,达到了预测报警的目的。基于数据挖掘技术的煤矿电网综合管理系统不仅解决了供电监控技术问题,还解除了煤矿安全运行中的重大隐患,使矿井的安全生产能力和抗灾能力都得到有效增强。
In the traditional coal mine power grid, due to the underground information can＇t be timely got, so it is not able to immediately issue a warning for the existence of hidden failure. To solve this problem, based on the data mining technology, and put forward the design of a kind of comprehensive management system, it includes the application of embedded technology, real-time database technology and industrial control configuration software. They can make the efficient opera tion of the power grid of coal mine. With the data analysis and modeling combined with the data warehouse technology, use a variety of data mining model, and finally reach the purpose of predicting alarm. Based on data mining technology, the coal mine power network integrated management system not only solves the monitoring technology problem, but also may relieves the great hidden danger to the safe operation of coal mine. Mine safety production and resilience capacity can be effec tively enhanced.
出处
《新技术新工艺》
2015年第8期37-40,共4页
New Technology & New Process
关键词
数据挖掘
煤矿电网
故障预警
实时监视
data mining, coal mine power network, coal mine power network, real time monitoring
