摘要
简述了目前风力发电系统中所用的研究方法,然后介绍了数据挖掘技术的几种常用算法,列举了风力发电领域现有研究中数据挖掘方法的应用现状,最后展望数据挖掘技术在风力发电中应用的研究发展方向。
The research methods used in current wind power generation systems are briefly introduced.Then,several common algorithms of data mining technology are introduced.The application status of data mining methods in the existing research in wind power generation is listed.Finally,the data mining technology is forecasted in wind power.Research and development direction of application in power generation.
作者
曾文珺
吕丽霞
Zeng Wenjun;Lv Lixia(Automation Department,North China Electric Power University,Hebei,Baoding,071003,China)
出处
《仪器仪表用户》
2019年第4期95-99,9,共6页
Instrumentation
关键词
风力发电
数据挖掘
故障诊断
状态监测与故障预警
功率预测
wind power generation
data mining
fault diagnosis
condition monitoring and fault warning
power prediction
