Comparative Analysis of Regression and Artificial Neural Network Models for Wind Turbine Power Curve Estimation

This paper examines and compares regression and artificial neural network models used for the estimation of wind turbine power curves. First, characteristics of wind turbine power generation are investigated. Then, models for turbine power curve estimation using both regression and neural network me...

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Veröffentlicht in:Journal of solar energy engineering 2001-11, Vol.123 (4), p.327-332
Hauptverfasser: Li, Shuhui, Wunsch, Donald C., O’Hair, Edgar, Giesselmann, Michael G.
Format: Artikel
Sprache:eng
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