Research on Wind Farm Data Governance and Power Generation Prediction Based on Massive Single Machine Information
With the rapid development of wind farms,problems such as low prediction level,extensive management,and lack of analysis and evaluation of medium and long-term power generation have become increasingly prominent.These have become the main factors restricting the consumption of new energy,and data quality is the foundation for building good advanced Applications.However,in the process of generating business data,due to differences and loopholes in data collection technology,on-site equipment,management mechanisms,and other aspects,a considerable portion of business data cannot meet the requirements in terms of accuracy,completeness,timeliness,consistency,etc.Therefore,it is necessary to conduct governance reduction assessment based on single machine operation data and conduct research on medium and long-term power generation prediction based on governance data.
single machine informationdata governancepower generation prediction
NETL
NSTL
万方数据
