摘要
针对目前电力通信管理系统灾备数据管理方法欠佳、运行缓慢的问题,该文提出了新型的数据管理方法,构建出包括通讯数据采集单元、灾备数据管理平台、灾备数据分类模型、通讯单元和数据共享模块的数据管理系统,还构架出基于多种通信接口的灾备数据管理平台,通过3G、4G、WLAN、LTE或GPRS通讯实现平台数据的传递与共享。研究还利用K-means算法模型进行数据处理,对获取的灾备数据进行训练、学习,利用欧几里得距离公式计算不同种类之间的数据关系,实现不同类别数据的分类。试验表明,该系统误差率低,适用范围广。
Aiming at the problems of poor and slow operation of disaster backup data management methods in the current power communication management system,a new data management method is proposed.The data management system of the data sharing module also constructs a disaster recovery data management platform based on a variety of communication interfaces,and realizes the transfer and sharing of platform data through 3G,4G,WLAN,LTE or GPRS communication.This study also uses the K-means algorithm model for data processing,training and learning of the acquired disaster recovery data,and using Euclidean distance formulas to calculate the data relationship between different types to achieve classification of different types of data.Experiments show that the system has a low error rate and a wide range of applications.
作者
于浩
李振伟
苏涛
马永
YU Hao;LI Zhen-wei;SU Tao;MA Yong(Information and Communication Branch,State Grid Anhui Electric Power Co.,Ltd.,Hefei 230000,China)
出处
《自动化与仪表》
2020年第5期11-15,共5页
Automation & Instrumentation
关键词
电力通信管理系统
灾备数据管理
K-means算法模型
欧几里得距离公式
数据分类
power communication management system
disaster recovery data management
K-means algorithm model
Euclidean distance formula
data classification