基于5G技术的配电网智能运维管控系统设计  

Based on 5G Technology Distribution Network Intelligent Operation Management System Design

作　　者：李宗霖 赵辉 LI Zonglin;ZHAO Hui(State Grid Hebei Electric Power Co.,Ltd.,Cangxian County Power Supply Branch,Cangzhou 061000,China)

机构地区：[1]国网河北省电力有限公司沧县供电分公司,河北沧州061000

出　　处：《通信电源技术》2024年第21期234-236,共3页Telecom Power Technology

摘　　要：5G技术能够实现对配电网设备的实时监控和数据采集,并通过大数据分析和机器学习算法,提高故障检测和处理的效率。文章基于5G技术,构建配电网智能运维管控系统,集成业务管理模块、告警管理模块以及决策管理模块,使用支持向量机模型和随机森林模型,实现对配电网运行状态的实时监控、故障预测以及智能决策。实验测试验证结果表明,文章设计的系统在多个关键性能指标上均优于传统系统,能够更高效、更可靠地实现配电网的智能运维,提升电力系统的运行效率和安全性。5G technology can achieve real-time monitoring and data collection of distribution network equipment,and improve the efficiency of fault detection and processing through big data analysis and machine learning algorithms.This article is based on 5G technology and constructs an intelligent operation and control system for distribution networks.It integrates business management module,alarm management module,and decision management module,and uses support vector machine model and random forest model to achieve real-time monitoring,fault prediction,and intelligent decision-making of the operation status of the distribution network.The experimental test verification results show that the system designed in this paper is superior to traditional systems in multiple key performance indicators,and can achieve intelligent operation and maintenance of the distribution network more efficiently and reliably,improving the operational efficiency and safety of the power system.

关 键 词：5G技术 配电网 智能运维管控 

分 类 号：TP18[自动化与计算机技术—控制理论与控制工程] TN929.5[自动化与计算机技术—控制科学与工程]