Abstract: During wind farm planning, the farm layout or turbine arrangement is generally optimized to minimize the wake losses, and thereby maximize the energy production. However, the scope of layout design itself depends on the ...

Abstract: This paper investigates the characterization of the uncertainty in the prediction of surrogate models. In the practice of engineering, where predictive models are pervasively used, the knowledge of the level of modeling ...

Abstract: In conventional wind farm design and optimization, analytical wake models are generally used to estimate the wakeinduced power losses. Different wake models often yield significantly dissimilar estimates of wake velocity ...