钟文,吕飞鹏,廖小君,王星宇.基于聚类的智能变电站SCD文件内部比对[J].电测与仪表,2022,59(6):83-89. zhongwen,lvfeipeng,补全,Wang Xingyu.Internal Comparison of Intelligent Substation SCD Files Based on Clustering[J].Electrical Measurement & Instrumentation,2022,59(6):83-89.
基于聚类的智能变电站SCD文件内部比对
Internal Comparison of Intelligent Substation SCD Files Based on Clustering
Having nesting levels and a large amount of information data make smart substation SCD files takes time and effort to check. The existing SCD file comparisons are mostly carried out between different versions of the same substation, and it is difficult to find the SCD file configuration error. It is proposed to construct a sample data matrix using SCD file description information, and cluster the IED according to substation interval and IED type. The IED comparison analysis based on the clustering results facilitates the discovery of IED configuration differences and configuration errors.The example shows that Markov random walk combined with DBSCAN can well identify IED interval and type. The IED configuration comparison in the same SCD file can clearly show the similar interval, similar IED and dual configuration IED configuration difference, which reduce calibration workload and improve the correctness of smart station configuration and reliability of intelligent station operation.
