基于随机森林的智能电网建设中输电线路安全态势感知方法
Power transmission line security situation awareness method in smart grid construction based on random forest
胡骏1
作者信息
- 1. 国网黄冈供电公司,湖北 黄冈 438000
- 折叠
摘要
由于智能电网在建设过程中输电线路的安全性较低,为此提出了一种基于随机森林的智能电网建设中输电线路安全态势感知方法.通过分解输电线路安全态势感知信息中的异常特征,提取出智能电网建设中输电线路安全态势信息.根据输电线路安全态势因素之间的关联性,设计了输电线路安全态势感知算法,实现了智能电网建设中输电线路的安全态势感知.最后通过试验分析,验证文中方法可以感知到输电线路的负荷水平,保证智能电网建设中输电线路的安全性.
Abstract
In the process of smart grid construction,due to the low security of transmission lines,a security situation awareness method for transmission lines in smart grid construction based on a random forest is proposed.By decomposing the abnormal fea-tures in the situation awareness data for transmission lines security,the security situation information of transmission lines in smart grid construction is extracted.According to the correlation between the security situation factors of transmission lines,the security situation awareness algorithm is designed to realize the security situation awareness for transmission lines in smart grid construc-tion.Finally,experimental verifies that the proposed method can sense the load level of transmission lines and ensure the safety of transmission lines during smart grid construction.
关键词
随机森林/安全态势/电网建设/感知Key words
random forest/security situation/power grid construction/perception引用本文复制引用
出版年
2024
NETL
NSTL
万方数据