电信科学 ›› 2013, Vol. 29 ›› Issue (11): 122-126.doi: 10.3969/j.issn.1000-0801.2013.11.021

• 电力信息化专栏 • 上一篇    下一篇

基于分布式电站群的智能数据分析中心建设与实践

苏跃进,韩英杰   

  1. 中电投河南电力有限公司 郑州450016
  • 出版日期:2013-11-20 发布日期:2017-07-04

Construction and Practice of Intelligent Data Analysis Center Based on Distributed Power Plant

Yuejin Su,Yingjie Han   

  1. China Power Investment Henan Power Co., Ltd., Zhengzhou 450016, China
  • Online:2013-11-20 Published:2017-07-04

摘要:

跨区域发电集团普遍面临着高参数机组和高级人才缺乏的矛盾,要做好发电企业的技改、参数优化策划工作,需要领域专家对设备或系统运行的历史数据进行充分分析,提取有用信息。针对分布式电站群智能数据分析中心的架构,介绍了底层控制系统的总体数据流架构,并详细介绍了智能数据分析的实现过程,实现了智能化诊断、设备状态趋势评估、经济性能评估,符合大数据时代的发展方向。

关键词: 智能系统, 电站群, 数据挖掘

Abstract:

Power generation groups fall dilemma in the high parameter units with less experts. It is necessary for a good optimization planning that the field experts analyze the equipments historical data and extract useful information. For the intelligent data analysis center architecture of distributed power station group, the underlying data flow control system's overall structure was described and the implementation process of intelligent data was analyzed in detail. The results show that it approaches the intelligent diagnostics, device status trend assessment and economic performance evaluation by the light of the information technology in big data era.

Key words: intelligent system, power plant group, data mining

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