TY - DATA
T1 - Training and validation datasets for training probabilistic machine learning models on NREL's 10-MW reference wind turbine
PY - 2023/01/25
AU - Deepali Singh
UR - https://data.4tu.nl/articles/dataset/Training_and_validation_datasets_for_training_probabilistic_machine_learning_models_on_NREL_s_10-MW_reference_wind_turbine/21939995/1
DO - 10.4121/21939995.v1
KW - OpenFAST
KW - surrogate modeling
KW - machine learning
KW - probabilistic surrogate
KW - stochastic data
KW - conditional distribution
N2 - <p>This repository consists of two databases- <strong>CASE-ONSHORE</strong> and <strong>CASE-OFFSHORE</strong>, 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.</p>
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ER -