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SYSTEM AND METHODS FOR HYPER SHORT-TERM WIND POWER PREDICTION USING REAL-TIME WIND PARAMETER MEASUREMENTS
SYSTEM AND METHODS FOR HYPER SHORT-TERM WIND POWER PREDICTION USING REAL-TIME WIND PARAMETER MEASUREMENTS
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机译:基于实时风参数测量的超短期风功率预测系统和方法
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摘要
A method and system for short term wind power prediction using real time wind speed measurements is disclosed. The method includes receiving at least one real-time characteristic associated with at least one wind turbine, maintaining a database of characteristics associated with the at least one wind turbines, training a machine learning model based on one or both of the database of characteristics and the at least one characteristic, testing the accuracy of the at least one machine learning model and outputting from the machine learning model generated output data based on the training and testing data. Responsive to determining that the accuracy exceeds a predetermined value, one or both of wind speed and energy output of the at least one wind turbine can be calculated.
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