- document
-
Vortex-model-based Multi-objective Optimization of Winglets for Wind Turbines using Machine LearningLeenders, N.A. (author), Yu, W. (author), Gaunaa, Mac (author), Caboni, Marco (author), Ferreira, Carlos (author)Different Design Driving Load constraints (DDLs), are explored in this work to determine under which constraints and conditions a winglet can have an added value to the wind turbine blade design. Multi-objective Bayesian optimization is used to maximize the rotor's power production while minimizing the flapwise DDLs. Surrogate models, created...journal article 2022