WIND FARM CONDITION MONITORING METHOD AND SYSTEM

摘要

A wind farm condition monitoring method and system, comprises: acquiring historical SCADA data, and/or historical sensor data received from sensors which are installed in a wind farm, and historical wind turbine status which indicate wind turbines historical status (101); selecting algorithm for all types of historical data sources according to pre-defined basic rules, training different models for different historical data sources to establish relationship between the historical data sources and the historical wind turbine status (102); acquiring real time SCADA data and/or real time sensor data as real time data source, selecting the trained model depending on type of the real time data source, inputting the real time data source to the selected trained model, obtaining the real time wind turbine status (103).