Title :
Calibration power curve of wind generator and forecasting model of wind power unit
Author_Institution :
School of Electrical Engineering and Information Engineering, Lanzhou University of Technology, 730050, Gansu Province, China
Abstract :
Power curve provided by wind generator manufacturer, which characterizes the steady-state operation condition of wind generating set, has deviation when it is used to analyze the real operating condition of wind generation set. This paper conducts the calibration of power curve of wind-driven generator and builds the forecasting model of wind power based on least squares support vector machine (LS-SVM). Simulation results have verified the efficacy of the proposed prediction model.
Keywords :
"Wind power generation","Wind speed","Generators","Predictive models","Calibration","Wind forecasting","Wind farms"
Conference_Titel :
Information and Automation, 2015 IEEE International Conference on
DOI :
10.1109/ICInfA.2015.7279354
