通信电源技术2024,Vol.41Issue(18) :4-6.DOI:10.19399/j.cnki.tpt.2024.18.002

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

朱海明
通信电源技术2024,Vol.41Issue(18) :4-6.DOI:10.19399/j.cnki.tpt.2024.18.002

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

朱海明1
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作者信息

  • 1. 国电南瑞南京控制系统有限公司,江苏南京 210000
  • 折叠

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.

Abstract

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

Key words

5G communication/feeder switching/adaptive fusion

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出版年

2024
通信电源技术
武汉普天通信设备集团有限公司

通信电源技术

影响因子:0.389
ISSN:1009-3664
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