数据挖掘在电力系统中的应用综述

Survey on applications of data mining in power system

电力系统各种数据现已呈现爆炸性增长态势,数据挖掘技术将会扮演越来越重要的角色.主要介绍数据挖掘技术及其相关的应用,以及数据挖掘的交叉产业标准(CRISP-DM)和主要方法.结合电力系统的自身特点,分析数据挖掘在电力系统当前的主要应用动态及应用前景.

Power systems are currently facing an explosive growth of data.Data mining（DM） technology plays an important role to obtain more and underlying rules or knowledge from database.Techniques and applications of DM are presented in the paper,cross industry standard process date mining（CRISPDM） and primary approaches are described in detail.Overview of DM applications in power system are analyzed.Trends of their applications are also presented finally.