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Training and validation datasets for training probabilistic machine learning models on NREL's 10-MW reference wind turbine

dataset
posted on 2023-01-25, 11:05 authored by Deepali SinghDeepali Singh

This repository consists of two databases- CASE-ONSHORE and CASE-OFFSHORE, generated using OpenFAST v2.4 on NREL's 10-MW reference wind turbine for training data-driven probabilistic load surrogate models. The data is to be used for mapping 10-minute average environmental conditions to the corresponding 10-minute load statistics such as load average, fatigue and range at various locations on the tower and blades.


Funding

Novel deSign, producTion and opEration aPproaches for floating WIND turbine farms

European Commission

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History

Publisher

4TU.ResearchData

Format

dat files

Organizations

TU Delft, Faculty of Aerospace Engineering, Department of Flow Physics and Technology