数据预处理在电力远程智能监测系统的应用  

Database Preprocessing of Electric Power Remote Monitoring System

作　　者：吴蓉晖[1] 荣宏[2] 

机构地区：[1]湖南大学计算机与通信学院,长沙410082 [2]湖南大学电气与信息工程学院,长沙410082

出　　处：《高电压技术》2005年第7期58-60,共3页High Voltage Engineering

摘　　要：介绍电力远程智能监测系统的基本组成及工作原理后提出了基于数据仓库ETL技术的电力数据预处理技术并以疏失误差剔除的过程为例描述了ETL过程。与传统方法比较,应用数据预处理和数据挖掘技术的智能监测系统操作方便,结果正确,使用性强。The design of the database management is the key technology to implement electric power remote monitoring and management system. This paper introduces the basic constitutes of system and the principle, then it describes database warehouse management based on the ETL. With an example of careless error filter process, this paper introduces the description of ETL procedure, and compares with the traditional method, as the result of comparison it is revealed that the intelligent monitor system using data pre-processing and data mining is easy to operate, and the result is correct.

关 键 词：智能监测系统 电力 应用 远程 数据预处理技术 数据挖掘技术 疏失误差 数据仓库 工作原理 基本组成 方法比较 操作方便 ETL 使用性 

分 类 号：TM764[电气工程—电力系统及自动化]