摘要
针对现有电力信息通信数据运维技术存在资源耗比较高、容量低的问题,提出一种电力信息通信数据智能运维技术。分析电力信息通信数据特征,构建电力信息通信数据智能运维模型;通过FCM算法对日志数据进行分类,获得数据智能运维日志分类结果,设计运维资源耗比预测算法;采用最小二乘法拟合直线方程计算数据运维容量,实现了电力信息通信数据的智能运维。仿真实验结果表明,提出电力信息通信数据智能运维技术具备更好的数据运维性能。
The existing power information communication data operation and maintenance technology has the problems of high resource consumption and low capacity,the intelligent operation and maintenance technology of power information communication data is proposed.The characteristics of power information communication data are analyzed,and the intelligent operation and maintenance model of power information communication data is constructed.The FCM algorithm is used to classify the log data,and the classification results of data intelligent operation and maintenance log are obtained,and the prediction algorithm of operation and maintenance resource consumption ratio is designed.The least square method is used to fit the linear equation to calculate the data operation and maintenance capacity,and the intelligent operation and maintenance of power information communication data is realized.The simulation results show that the proposed power information communication data intelligent operation and maintenance technology has better data operation and maintenance performance.
作者
王向阳
胡新文
WANG Xiang-yang;HU Xin-wen(State Grid Xixian Electric Power Supply Company,Xi an 712000,China)
出处
《信息技术》
2021年第3期136-142,共7页
Information Technology
关键词
电力信息通信
最小二乘法
智能运维
FCM算法
electric power information communication
least square method
intelligent operation and maintenance
FCM algorithm
