煤炭工程 ›› 2015, Vol. 47 ›› Issue (7): 110-113.doi: 10.11799/ce201507036

• 研究探讨 • 上一篇    下一篇

基于Hadoop的矿山电力设备监控保护系统设计与研究

梁胤程,杨超宇,徐昕军   

  1. 中国矿业大学(北京)
  • 收稿日期:2015-03-08 修回日期:2015-04-16 出版日期:2015-07-10 发布日期:2015-07-15
  • 通讯作者: 梁胤程 E-mail:liangyincheng111@163.com

Design and Research of Mine Electrical Equipment Monitoring System Based on Hadoop

  • Received:2015-03-08 Revised:2015-04-16 Online:2015-07-10 Published:2015-07-15

摘要: 研究了基于Hadoop的矿用电力设备监控保护系统。给出了电力参数计算方法和基于ARMA的时间序列预测算法,设计并实现了一种专门为煤矿设计的集继电保护、综合测控、数据通信和历史数据分析预测功能于一体的矿用综合保护系统。实验结果显示,该系统是一种高效实用、可扩展性强和易于部署的矿用电力设备监控保护系统。

关键词: Hadoop, 电力保护, 电力参数监测, ARMA模型

Abstract: This paper studies the mine electric power equipment monitoring system based on Hadoop, proposes electricity parameter calculation method and the algorithm of time series prediction based on ARMA model, designs and realizes a kind of specially designed integrated protection system for coal mine involves relay protection, measurement and control, data communication, analysis and prediction of historical data. The experimental results show that the system is an effective and practical, strong expansibility and easy deployment of mine power equipment monitoring system.

Key words: Hadoop, power protection, electric power parameter monitoring, ARMA model

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