Published February 10, 2024
| Version v1
Dataset
Open
Bearing damage dataset for the 5 MW reference drivetrain installed on three different types of wind turbines: floating spar, floating TLP, and land-based
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1.
Norwegian University of Science and Technology
Description
This dataset contains simulated acceleration measurements for the 5 MW drivetrain model installed on three distinct wind turbine platforms: floating spar, floating TLP, and land-based. The measurements are collected under healthy and two types of bearing damage conditions. The dataset also includes six distinct environmental conditions. Additional details can be found in the attached Data Description.docx file.
Notes
The financial support of the Research Council of Norway through the InteDiag-WTCP project (Project number 309205) is gratefully acknowledged.
Files
Dataset.zip
Files
(1.8 GB)
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Additional details
References
- Lu, B., Dibaj, A., Gao, Z., Nejad, A. R., and Zhang, Y. Fault detection of land-to-floating cross-domain wind turbine in different environmental conditions using deep adversarial neural network (under review)
- Nejad, A. R., Guo, Y., Gao, Z., and Moan, T. (2016) Development of a 5 MW reference gearbox for offshore wind turbines. Wind Energ., 19: 1089–1106. doi: 10.1002/we.1884.