Local linear regression with adaptive orthogonal fitting for the wind power application
نویسندگان
چکیده
منابع مشابه
Local linear regression with adaptive orthogonal fitting for the wind power application
Short-term forecasting of wind generation requires a model of the function for the conversion of meteorological variables (mainly wind speed) to power production. Such a power curve is nonlinear and bounded, in addition to being nonstationary. Local linear regression is an appealing nonparametric approach for power curve estimation, for which the model coefficients can be tracked with recursive...
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ژورنال
عنوان ژورنال: Statistics and Computing
سال: 2007
ISSN: 0960-3174,1573-1375
DOI: 10.1007/s11222-007-9038-7