首页|基于关联规则的配电网薄弱点诊断研究

基于关联规则的配电网薄弱点诊断研究

扫码查看
配电网运行过程中,电气设备的薄弱点处常发生各类故障,对配电网可靠性带来了严重影响,因此提出了基于无向FP-network的配电网薄弱点分析诊断方法.首先介绍了关联规则中支持度、置信度和不平衡比三种判断指标的基本概念及实际应用意义;然后介绍了配电网薄弱点故障数据的收集与整理,对后续进行关联规则的故障数据作了预处理,并建立了配电网薄弱点分析模型;最后通过算例分析,验证了无向 FP-network在配电网薄弱点分析诊断中的可行性及准确性,且准确度可达 90%以上.
Association Rules-based Diagnosis of Vulnerabilities in Distribution Networks
During the operation of the distribution network,various faults often occur at the weak points of electrical e-quipment,which seriously affect reliability.Hence this paper proposes a distribution network vulnerability analysis and di-agnosis method based on undirected FP-network.First the basic concepts and practical applicative significance of the three judgment indicators of support,confidence and imbalance ratio in association rules are described.Then collection and colla-tion of distribution network vulnerability fault data are outlined,the fault data of subsequent correlation rules is prepro-cessed,and the distribution network vulnerability analysis model is established.Finally undirected FP-network is verified through case analysis feasible and accurate in diagnosing distribution network vulnerabilities with an accuracy of higher than 90%.

vulnerability analysisassociation rulesdata miningFP-network algorithm

楼冯梁

展开 >

国网浙江省电力有限公司杭州市萧山供电公司,浙江 杭州 311200

薄弱点分析 关联规则 数据挖掘 FP-network算法

2024

电工技术
重庆西南信息有限公司(原科技部西南信息中心)

电工技术

影响因子:0.177
ISSN:1002-1388
年,卷(期):2024.(9)
  • 9