基于5G通信的配电网馈线自动化切换系统设计  

Design of Distribution Network Feeder Automation Switching System Based on 5G Communication

作　　者：朱海明 ZHU Haiming(Guodian Nari Nanjing Control System Co.,Ltd.,Nangjing 210000,China)

机构地区：[1]国电南瑞南京控制系统有限公司,江苏南京210000

出　　处：《通信电源技术》2024年第18期4-6,共3页Telecom Power Technology

摘　　要：文章提出一种基于5G通信的配电网馈线自动化切换系统设计方案。该方案充分利用5G通信的低时延和高可靠性,保证了切换指令的高效传输。在馈线切换决策方面,结合XGBoost和LightGBM模型的优点,设计了一种自适应集成学习策略,在不同场景下动态调整两种模型的权重,显著提高了切换精度和负荷恢复率。This paper presents a design scheme of feeder automatic switching system in distribution network based on 5G communication.This scheme makes full use of the low delay and high reliability of 5G communication to ensure the efficient transmission of handover instructions.In feeder switching decision-making,combining the advantages of XGBoost and LightGBM models,an adaptive integrated learning strategy is designed,which dynamically adjusts the weights of the two models in different scenarios,significantly improving the switching accuracy and load recovery rate.

关 键 词：5G通信 馈线切换 自适应集成学习 

分 类 号：TN929.5[电子电信—通信与信息系统]