Training data and models for cINN model updating of finite element beam models of wind turbine blades

doi:doi:10.25835/0042221

Training data and models for cINN model updating of finite element beam models of wind turbine blades

The dataset is directly related to the GitHub-Repository: https://github.com/IWES-LUH/Beam-ModelUpdating-cINN It contains training data and finished models of the conditional Invertible Neural Network trained for model updating of wind turbine blades. The applied model is the 20m-DemoBlade of the SmartBlades2 research project.

Data and Resources

Training Data.zip
The training data. Load with python package dill.
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Models.zip.zip
Models trained with 30.000 samples for the full and the reduced input...
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Cite this as

Pablo Noever-Castelos (2022). Dataset: Training data and models for cINN model updating of finite element beam models of wind turbine blades. https://doi.org/10.25835/0042221

DOI retrieved: January 10, 2022

Additional Info

Field	Value
Imported on	January 12, 2023
Last update	August 4, 2023
License	CC-BY-NC-3.0
Source	https://data.uni-hannover.de/dataset/training-data-and-models-for-cinn-model-updating-of-finite-element-models-of-wind-turbine-blades
Author	Pablo Noever-Castelos
Author Email	Pablo Noever-Castelos
Maintainer	Pablo Noever-Castelos
Source Creation	10 January, 2022, 10:46 AM (UTC+0000)
Source Modified	20 January, 2022, 13:49 PM (UTC+0000)