电气技术2024，Vol.25Issue(7)：68-74,7.
一种基于关联规则挖掘的配电终端单元故障分析方法
A fault analysis method based on association rule mining for distribution terminal unit
裴润生 1任钰 1张霞1
作者信息
- 1. 广东电网有限责任公司中山供电局,广东 中山 528400
- 折叠
摘要
Abstract
With the development of distribution networks,large amounts of distribution terminal units(DTU)are applied to the power system.DTU faults threaten the stable and safe operation of power systems.It is significant to reduce the fault incidence of DTU devices and improve the efficiency of fault elimination.In this paper,a DTU fault analysis method using an association rule mining algorithm is proposed.Key factors of DTU fault are analyzed at first.Then,the main concept of the Eclat algorithm is illustrated,and its performance is compared with FP-Growth and Apriori algorithms using DTU fault databases of different sizes.Afterwards,a DTU fault analysis method based on the Eclat algorithm is proposed.The effectiveness of this method is proven by experiment using a realistic DTU fault database.Finally,the application of this method was presented to demonstrate its practicality.关键词
关联规则挖掘/配电终端单元(DTU)/Eclat算法/故障分析Key words
association rule mining/distribution terminal unit(DTU)/Eclat algorithm/fault analysis引用本文复制引用
裴润生,任钰,张霞..一种基于关联规则挖掘的配电终端单元故障分析方法[J].电气技术,2024,25(7):68-74,7.
