电脑与信息技术
電腦與信息技術
전뇌여신식기술
Computer and Information Technology
2015年
5期
49-53
,共5页
电力系统%数据挖掘%应用分析%算法
電力繫統%數據挖掘%應用分析%算法
전력계통%수거알굴%응용분석%산법
electric power system%data mining%application analysis%algorithms
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.
隨著智能電網的建設,大量數據的採集,傳統的數據處理、分析方法很難滿足要求.文章對電力繫統數據挖掘進行瞭綜述,主要針對近年來數據挖掘技術在電力行業的應用情況,文中通過對電力繫統需求分析,列舉和分析瞭近年來電力行業的各箇領域數據挖掘技術應用情況,以及數據挖掘算法的使用情況.錶明,數據挖掘技術在電力行業的應用是必然趨勢,其算法的髮展呈現多樣化的趨勢,雖然數據挖掘在電力行業的髮展迅速但目前仍然處在試探性研究階段,有待進一步的髮展.
수착지능전망적건설,대량수거적채집,전통적수거처리、분석방법흔난만족요구.문장대전력계통수거알굴진행료종술,주요침대근년래수거알굴기술재전역행업적응용정황,문중통과대전력계통수구분석,열거화분석료근년래전역행업적각개영역수거알굴기술응용정황,이급수거알굴산법적사용정황.표명,수거알굴기술재전역행업적응용시필연추세,기산법적발전정현다양화적추세,수연수거알굴재전역행업적발전신속단목전잉연처재시탐성연구계단,유대진일보적발전.
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 application 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 application 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.
