加权频繁模式在电网告警频报信号分析中的应用
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Application of Weighted Frequent Pattern in Alarm Frequently Reported Signal Analysis of Power Grid
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    摘要:

    分析电网告警频报信号,可以找到与频报信号有强关联的影响因素,有效地发现可能产生频报信号的设备,因此提出一种基于加权频繁模式的频报信号分析方法。首先采用层次分析法(AHP)计算出频报信号中各影响因素的权重,再对频繁模式挖掘算法进行研究,提出加权改进FP-growth算法,最后将加权频繁模式应用到频报信号分析中,在挖掘出的频繁模式中突出权重大的影响因素。通过实例说明了该方法的可行性。

    Abstract:

    Since alarm frequently reported signal analysis of power grid can effectively find strong associated influence factors of the frequently reported signal and devices that probably generate frequently reported signals,a method of alarm frequently reported signal analysis based on Weighted Frequent Pattern is proposed.Firstly,Analytic Hierarchy Process (AHP) is used to calculate the weight of each influence factor.And then Doing research on frequent pattern mining and weighted improved FP-growth algorithm is presented.Finally,weighted frequent pattern applied into alarm frequently reported signal analysis that can dig out the frequent item which can highlight significant factors.The example illustrates the feasibility of this method.

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引用本文

陈昕.加权频繁模式在电网告警频报信号分析中的应用[J].电力工程技术,2018,37(2):138-142

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  • 收稿日期:2017-11-12
  • 最后修改日期:2017-12-29
  • 录用日期:2018-01-11
  • 在线发布日期: 2018-04-02
  • 出版日期: