基于5G的农村电网台区线损异常检测系统研究
Research on Line Loss Anomaly Detection System of Rural Power Grid Station Area Based on 5G
贾晓曦 1曹朋 1赵大朋 1刘振1
作者信息
- 1. 国网献县供电公司,河北 沧州 062250
- 折叠
摘要
设计了一种基于5G的农村电网台区线损异常检测系统,包括电力数据采集、5G传输、异常检测以及决策支持4个模块.系统利用5G的高速率、低时延特性,实现电力数据实时采集和快速传输,采用支持向量机算法进行异常检测,并提供智能诊断和决策支持.该研究为提高农村电网线损管理水平提供了一定的技术支持.
Abstract
An anomaly detection system of line loss in rural power grid based on 5G is designed,which includes four modules:power data acquisition,5G transmission,anomaly detection and decision support.The system takes advantage of the high speed and low delay of 5G to realize real-time acquisition and rapid transmission of power data,uses support vector machine algorithm to detect anomalies,and provides intelligent diagnosis and decision support.The research provides some technical support for improving the line loss management level of rural power grid.
关键词
5G/农村电网/线损异常检测Key words
5G/rural power grid/abnormal line loss detection引用本文复制引用
出版年
2024
NETL
NSTL
万方数据