List of open source wind turbine SCADA data sets:
Engie "La Haute Borne" wind farm
- https://opendata-renewables.engie.com/
- 4 turbines
- ~80 SCADA variables
- 8 years (2013 to 2020)
- remark: not available anymore
EDP open data platform
- https://www.edp.com/en/innovation/open-data
- 5 turbines
- SCADA parameters
- SCADA logs
- Major failure annotations
- 2 years
- remark: need to register & log-in to the platform
Data Science for Wind Energy data sets
Power Curve Working Group (PCWG) data sets
- https://pcwg.org/
- 3 data sets focused on power curve modelling
Levenmouth Demonstration Turbine
- https://pod.ore.catapult.org.uk/data-collection/ldt-turbine-scada-10min
- Offshore research turbine
- Standard (10min) and high-resolution (1Hz) SCADA data
- SCADA log data
- Met mast data
- remark: not for free
Winji Gearbox Failure Detection Challenge
- https://www.wedowind.ch/blog/winji-register
- 5 Turbines
- ~20 SCADA parameters (10min)
- SCADA error log indicator
- 3 years
- remark: need to register for challenge & no other application allowed without consent from WinJi AG
Kaggle: Wind Turbine Scada Dataset
- https://www.kaggle.com/berkerisen/wind-turbine-scada-dataset
- Wind speed, wind direction, theoretical power curve, power output
- 1 year (2018)
- Located in Turkey
Kelmarsh Wind Farm Data
- https://zenodo.org/record/5841834#.YgpBQ_so-V7
- 6 Turbines
- multiple SCADA parameters (10min)
- 5 years (2016-2021)
- Located in the UK
Penmanshiel Wind Farm Data
- https://zenodo.org/record/5946808#.YgpAmvso-V5
- 14 Turbines
- multiple SCADA parameters (10min)
- 5 years (2016-2021)
- Located in the UK
Ørsted Anholt Offshore Wind Farm
- https://orsted.com/en/our-business/offshore-wind/offshore-operational-data
- info: https://www.thewindpower.net/windfarm_en_10687_anholt.php
- multiple SCADA parameters (nacelle wind speed, electrical power, rotor speed, yaw position and pitch angle) (10min)
- 2 years
- Located in Denmark (Offshore)
- remark: application required
Ørsted Westermost Rough Wind Farm
- https://orsted.com/en/our-business/offshore-wind/offshore-operational-data
- info: https://www.thewindpower.net/windfarm_de_21826_westermost-rough.php
- multiple SCADA parameters (nacelle wind speed, electrical power, rotor speed, yaw position and pitch angle) (10min)
- 2 years
- Located in the UK (Offshore)
- remark: application required
"CARE to Compare" datasets
- https://data.niaid.nih.gov/resources?id=zenodo_10958774
- info: https://arxiv.org/pdf/2404.10320
- Windfarm B & C with 9/22 turbines respectively (Windfarm A is from EDP open data, see above)
- 64 and 238 SCADA parameters respectively (10min)
- 2 years
- Located in the Germany (Offshore)
- remark: data normalized for anonymization
Vestas V52 – Dundalk Institute of Technology Ireland
- https://data.mendeley.com/datasets/tm988rs48k/2
- info: https://www.sciencedirect.com/science/article/pii/S2352340923003463
- single wind turbine (850 kW)
- ~20 SCADA parameters (10min)
- 14 years
- Located in the Ireland, urban terrain (Onshore)
- remark: gearbox changeout took place in the period from 04 October 2018 to 27 July 2019
Urban Small Wind Turbine São Paulo
- https://zenodo.org/records/7348454
- info: https://www.mdpi.com/2306-5729/8/3/52
- around 40 SCADA parameters (1min average)
- 5 years (2018-2023)
- Located on Campus of University of São Paulo (Brasil)
- remark: small, urban turbine