首页|基于粒度熵的知识约简算法应用

基于粒度熵的知识约简算法应用

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针对现有的基于信息熵理论的知识约简算法存在的不完备性问题,提出了一种基于粒度熵的知识约简算法,并将其应用到电力变压器的故障诊断中。结果表明该算法可以从各约简集中筛选出最小最优的故障决策表约简集,从而提高故障诊断的速度和可靠性。
Application of Knowledge Reduction Algorithm Based on Granularity Entropy
In view of the incompleteness problem which existed in knowledge reduction algorithm based on information entropy theory, a knowledge reduction algorithm based on granular entropy and use its application to fault diagnosis of power transformer is proposed. The results show that the algorithm can focus screened the minimum optimal fault Decision Table Reduction set from each reduction to improve the speed and reliability of fault diagnosis.

knowledge reductiongranularity entropyfault diagnosis

张霞

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太原学院,太原 030032

知识约简 粒度熵 故障诊断

2015

电脑开发与应用
中国北方自动控制技术研究所

电脑开发与应用

影响因子:0.265
ISSN:1003-5850
年,卷(期):2015.(2)
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