Articles | Volume 10, issue 9
https://doi.org/10.5194/wes-10-1929-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/wes-10-1929-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
A 3-year database of atmospheric measurements combined with associated operating parameters from a wind farm of 2 MW turbines including rotor geometry
Caroline Braud
CORRESPONDING AUTHOR
LHEEA lab. (ECN - CNRS), 1 rue de la Noë, 44300 Nantes, France
CSTB, 11 rue Henri Picherit, 44300 Nantes, France
Pascal Keravec
LHEEA lab. (ECN - CNRS), 1 rue de la Noë, 44300 Nantes, France
Ingrid Neunaber
LHEEA lab. (ECN - CNRS), 1 rue de la Noë, 44300 Nantes, France
NTNU, Department of Energy & Process Engineering, Norwegian University of Science & Technology, 7491, Trondheim, Norway
Sandrine Aubrun
LHEEA lab. (ECN - CNRS), 1 rue de la Noë, 44300 Nantes, France
Jean-Luc Attié
LAERO, Université de Toulouse, UPS, CNRS, 14 Avenue Edouard Belin, 31400 Toulouse, France
Pierre Durand
LAERO, Université de Toulouse, UPS, CNRS, 14 Avenue Edouard Belin, 31400 Toulouse, France
Philippe Ricaud
CNRM, Université de Toulouse, Météo-France, CNRS, 42 Avenue Gaspard Coriolis, CEDEX, 31057 Toulouse, France
Jean-François Georgis
LAERO, Université de Toulouse, UPS, CNRS, 14 Avenue Edouard Belin, 31400 Toulouse, France
Emmanuel Leclerc
LAERO, Université de Toulouse, UPS, CNRS, 14 Avenue Edouard Belin, 31400 Toulouse, France
Lise Mourre
VALOREM, 213 cours Victor Hugo, 33323 Begles CEDEX, France
Claire Taymans
VALEMO, 213 cours Victor Hugo, 33323 Begles CEDEX, France
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Thomas Potentier, Emmanuel Guilmineau, Arthur Finez, Colin Le Bourdat, and Caroline Braud
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Stefano Macrí, Sandrine Aubrun, Annie Leroy, and Nicolas Girard
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Antoine Soulier, Caroline Braud, Dimitri Voisin, and Bérengère Podvin
Wind Energ. Sci., 6, 409–426, https://doi.org/10.5194/wes-6-409-2021, https://doi.org/10.5194/wes-6-409-2021, 2021
Short summary
Short summary
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Iris-Amata Dion, Cyrille Dallet, Philippe Ricaud, Fabien Carminati, Thibaut Dauhut, and Peter Haynes
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Ice in the tropopause has a strong radiative effect on climate. The amount of ice injected (∆IWC) up to the tropical tropopause layer has been shown to be the highest over the Maritime Continent (MC), a region that includes Indonesia. ∆IWC is studied over islands and sea of the MC. Space-borne observations of ice, precipitation and lightning are used to estimate ∆IWC and are compared to ∆IWC estimated from the ERA5 reanalyses. It is shown that Java is the area of the greatest ∆IWC over the MC.
Cited articles
Attié, J.-L., Durand, P., Leclerc, E., Georgis, J.-F., and Ricaud, P.: A 2-year of radiometer observations during the MOMENTA campaign, Aeris [data set], https://doi.org/10.25326/600, 2023. a
Braud, C. and Taymans, C.: 2MW Wind Turbine Blade Geometry, Aeris [data set], https://doi.org/10.25326/593, 2024. a
Braud, C., Podvin, B., and Deparday, J.: Study of the wall pressure variations on the stall inception of a thick cambered profile at high Reynolds number, Physical Review Fluids, 9, 014605, https://doi.org/10.1103/PhysRevFluids.9.014605, 2024. a, b
Dubois, M., Bozonnet, P., Rossillon, F., Blondel, F., and Braud, C.: Calcul et validation des propriétés aérodynamiques d'une éolienne à partir d'un scan de pale, in: 25e Congrès Français de Mécanique, Nantes, France, 29 August–2 September 2022, Association française de mécanique, 11 pp., https://hal.science/hal-04280092v1, 2022. a
Duc, T. and Simley, E.: SMARTEOLE Wind Farm Control open dataset, Version 1.0, Zenodo [data set], https://doi.org/10.5281/zenodo.7342466, 2022. a
Fraunhofer IWES: RAVE - Research At Alpha Ventus, “rave-offshore” project (coordinator: Lange, B.), https://rave-offshore.de/en/data.html (last access: 29 August 2025), 2022. a
Gault, D. E.: A correlation of low-speed airfoil-section stalling characteristics with Reynolds number and airfoil geometry, Tech. Rep. Technical note 3963, National Advisory Committee for Aeronautics, 19930084707, https://ntrs.nasa.gov/citations/19930084707, 1957. a
Kéravec, P., Neunaber, I., Taymans, C., Aubrun, S., Mourre, L., and Braud, C.: A 3 year meteorologic-mast dataset in a wind turbine farm, Aeris [data set], https://doi.org/10.25326/589, 2023. a
Lebranchu, A.: Analyse de données de surveillance et synthèse d'indicateurs de défauts et de dégradation pour l'aide à la maintenance prédictive de parcs de turbines éoliennes. Traitement du signal et de l'image, PhD thesis, Université Grenoble Alpes, https://theses.hal.science/tel-01503571v2 (last access: 29 August 2025), 2016. a
Martinet, P., Unger, V., Burnet, F., Georgis, J.-F., Hervo, M., Huet, T., Löhnert, U., Miller, E., Orlandi, E., Price, J., Schröder, M., and Thomas, G.: A dataset of temperature, humidity, and liquid water path retrievals from a network of ground-based microwave radiometers dedicated to fog investigation, Bulletin of Atmospheric Science and Technology, 3, 6, https://doi.org/10.1007/s42865-022-00049-w, 2022. a
Menon Muraleedharan Nair, M. M.: The Role of Active Flow-Control Devices in the Dynamic Aeroelastic Response of Wind Turbine Rotors, PhD thesis, Michigan Technological University, https://doi.org/10.37099/mtu.dc.etdr/447, 2017. a
Mishra, R.: Wind inflow customisation at wind turbine blade scale using wind tunnel experiments and CFD simulations, PhD thesis, Ecole Centrale de Nantes, France, https://theses.hal.science/tel-04908316v1, 2024. a
Mishra, R., Guilmineau, E., Neunaber, I., and Braud, C.: Developing a digital twin framework for wind tunnel testing: validation of turbulent inflow and airfoil load applications, Wind Energ. Sci., 9, 235–252, https://doi.org/10.5194/wes-9-235-2024, 2024. a, b
Mourre, L. and Taymans, C.: A 3 year wind turbine SCADA data for 4 wind turbines of Saint Hilaire wind farm, Aeris [data set], https://doi.org/10.25326/623, 2024. a
Neunaber, I., Danbon, F., Soulier, A., Voisin, D., Guilmineau, E., Delpech, P., Courtine, S., Taymans, C., and Braud, C.: Wind tunnel study on natural instability of the normal force on a full-scale wind turbine blade section at Reynolds number 4.7⋅106, Wind Energy, 25, 1332–1342, https://doi.org/10.1002/we.2732, 2022. a, b, c
Passos, J., Sakagami, Y., Santos, P., Haas, R., and Taves, F.: Costal operating wind farms: two datasets with concurrent SCADA, LiDAR and turbulent fluxes, Version 1.0.0, Zenodo [data set], https://doi.org/10.5281/zenodo.1475197, 2017. a
Plumley, C.: Kelmarsh wind farm data, Version 0.0.3, Zenodo [data set], https://doi.org/10.5281/zenodo.5841834, 2022. a
Ricaud, P., Carminati, F., Attié, J.-L., Courcoux, Y., Rose, T., Genthon, C., Pellegrini, A., Tremblin, P., and August, T.: Quality Assessment of the First Measurements of Tropospheric Water Vapour and Temperature by the HAMSTRAD Radiometer over Concordia Station, Antarctica, IEEE T. Geosci. Remote, 51, 3217–3239, 2013. a
Rose, T., Crewell, S., Löhnert, U., and Simmer, C.: A network suitable microwave radiometer for operational monitoring of the cloudy atmosphere, Atmos. Res., 75, 183–200, 2005. a
Short summary
A 3-year meteorological dataset from an operational wind farm of six 2 MW (megawatt) turbines has been made available. This includes a meteorological mast equipped with sonic anemometers at four different heights and radiometer measurements for atmospheric stability analysis. Simultaneously, supervisory control and data acquisition (SCADA) and the scanned geometry of the turbine blades are provided. This database has been made accessible to the research community (https://awit.aeris-data.fr).
A 3-year meteorological dataset from an operational wind farm of six 2 MW (megawatt) turbines...
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