摘要
随着智能电网的建设,大量数据的采集,传统的数据处理、分析方法很难满足要求。文章对电力系统数据挖掘进行了综述,主要针对近年来数据挖掘技术在电力行业的应用情况,文中通过对电力系统需求分析,列举和分析了近年来电力行业的各个领域数据挖掘技术应用情况,以及数据挖掘算法的使用情况。表明,数据挖掘技术在电力行业的应用是必然趋势,其算法的发展呈现多样化的趋势,虽然数据挖掘在电力行业的发展迅速但目前仍然处在试探性研究阶段,有待进一步的发展。
Along with the construction of the smart grid, a large number of data collected, the methods of traditional data processing and analysis is hard to meet the requirements. In this paper,We are reviewed the data mining of power system, mainly for the apphcation of data mining technology in the power industry in recent years, we analyze the demand for electric power system, enumerate and analyze the usage of data mining technology application and algorithms in recent years, through the electric power industry in all fields of data mining situation. Shows that the apphcation of data mining technology in the power industry is the inevitable trend, the development of the algorithm showed a trend of diversification, data mining in the electric power industry is developing rapidly, but it is still in the exploratory research stage at present, it needs to be studied further.
出处
《电脑与信息技术》
2015年第5期49-53,共5页
Computer and Information Technology
关键词
电力系统
数据挖掘
应用分析
算法
electric power system
data mining
application analysis
algorithms
