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

Dataset

Description

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.
Date made available25 Jan 2023
PublisherTU Delft - 4TU.ResearchData
Date of data production2023 -

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