Learning and collective intelligence for optimized operations in wake flows

Project Information

WakeOpColl

Grant agreement ID: 725627

DOI

10.3030/725627

Project closed

EC signature date 24 February 2017

Start date 1 September 2017

End date 28 February 2023

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 999 591,25

EU contribution

€ 1 999 591,25

Coordinated by

UNIVERSITE CATHOLIQUE DE LOUVAIN
Belgium

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (15)

Correlations Between Wake Phenomena and Fatigue Loads Within Large Wind Farms: A Large-Eddy Simulation Study

Author(s): Moens, Maud; Chatelain, Philippe
Published in: Frontiers in Energy Research, Issue 10, 2022, Page(s) 881532, ISSN 2296-598X
Publisher: Frontiers Media S.A.
DOI: 10.3389/fenrg.2022.881532

Handling Individual Pitch Control within an Actuator Disk framework: verification against the Actuator Line method and application to wake interaction problems

Author(s): Moens, Maud ; Coquelet, Marion ; Trigaux, François ; Chatelain, Philippe
Published in: Journal of Physics: Conference Series, Issue Vol. 2265, 2022, Page(s) 022053, ISSN 1742-6596
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/2265/2/022053

Simulating the helix wake within an actuator disk framework: verification against discrete-blade type simulations

Author(s): Coquelet, Marion ; Moens, Maud ; Duponcheel, Matthieu ; Van Wingerden, Jan-Willem ; Bricteux, Laurent Chatelain, Philippe
Published in: Journal of Physics: Conference Series, Issue Vol. 2505, 2023, Page(s) 012017, ISSN 1742-6596
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/2505/1/012017

Wake Vortex Detection an d Tracking for Aircraft Formation Flight

Author(s): Ransquin, Ignace ; Caprace, Denis-Gabriel ; Duponcheel, Matthieu ; Chatelain, Philippe
Published in: Journal of Guidance, Control and Dynamics, Issue Vol. 44, no. 12, 2021, Page(s) 2225-2243, ISSN 1533-3884
Publisher: American Institute of Aeronautics and Astronautics
DOI: 10.2514/1.g006028

Performance assessment of wake mitigation strategie

Author(s): Coquelet, Marion ; Moens, Maud ; Bricteux, Laurent ; Crismer, Jean-Baptiste ; Chatelain, Philippe
Published in: Journal of Physics: Conference Series, Issue Vol. 2265, 2022, Page(s) 032078, ISSN 1742-6596
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/2265/3/032078

Extension and validation of an operational dynamic wake model to yawed configurations

Author(s): Lejeune, Maxime ; Moens, Maud ; Chatelain, Philippe
Published in: Journal of Physics: Conference Series, Issue Vol. 2265, 2022, Page(s) 022018, ISSN 1742-6596
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/2265/2/022018

String stability of energy-saving aircraft formations

Author(s): Riehl, James ; Hufstedler, Esteban ; Chatelain, Philippe ; Hendrickx, Julien
Published in: Journal of Guidance, Control, and Dynamics : devoted to the technology of dynamics and control, Issue Vol. 45, no. 5, 2022, Page(s) 935-943, ISSN 1533-3884
Publisher: American Institute of Aeronautics and Astronautics
DOI: 10.2514/1.g006207

Biomimetic individual pitch control for load alleviation

Author(s): Coquelet, Marion ; Bricteux, Laurent ; Lejeune, Maxime ; Chatelain, Philippe
Published in: Journal of Physics: Conference Series, Issue Vol. 1618, 2020, Page(s) 022052, ISSN 1742-6596
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/1618/2/022052

A numerical study of correlations between wake meandering and loads within a wind farm

Author(s): Maud Moens, Nicolas Coudou, Chatelain Philippe
Published in: Journal of Physics: Conference Series, Issue 1256, 2019, Page(s) 012012, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/1256/1/012012

Assessment of an Actuator Disk-based approach for the prediction of fatigue loads in a perspective of wind farm-scale application

Author(s): Moens, Maud ; Duponcheel, Matthieu ; Chatelain, Philippe
Published in: Wind Energy, Issue Vol. 25, no.11, 2022, Page(s) 1860-1879, ISSN 1099-1824
Publisher: John Wiley & Sons Ltd
DOI: 10.1002/we.2772

Multiphysics simulations of the dynamic and wakes of a floating Vertical Axis Wind Turbine

Author(s): Balty, Pierre ; Caprace, Denis-Gabriel ; Waucquez, Juan ; Coquelet, Marion ; Chatelain, Philippe
Published in: Journal of Physics: Conference Series, Issue 1618, 2020, Page(s) 062053, ISSN 1742-6596
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/1618/6/062053

Data assimilation for the prediction of wake trajectories within wind farms

Author(s): Lejeune, Maxime ; Moens, Maud ; Coquelet, Marion ; Coudou, Nicolas ; Chatelain, Philippe
Published in: Journal of Physics: Conference Series, Issue Vol. 1618, 2020, Page(s) 062055, ISSN 1742-6596
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/1618/6/062055

A reinforcement-learning approach for individual pitch control

Author(s): Coquelet, Marion ; Bricteux, Laurent ; Moens, Maud ; Chatelain, Philippe
Published in: Wind Energy, Issue Vol. 25, no.8, 2022, Page(s) 1343-1362, ISSN 1099-1824
Publisher: John Wiley & Sons Ltd
DOI: 10.1002/we.2734

A lightweight vortex model for unsteady motion of airfoils.

Author(s): Dumoulin, Denis ; Eldredge, Jeff D. ; Chatelain, Philippe
Published in: Journal of Fluid Mechanics, Issue Vol. 977, 2023, ISSN 1469-7645
Publisher: Cambridge University Pres
DOI: 10.1017/jfm.2023.997

A meandering-capturing wake model coupled to rotor-based flow-sensing for operational wind farm flow prediction

Author(s): Lejeune, Maxime ; Moens, Maud ; Chatelain, Philippe
Published in: Frontiers in Energy Research, Issue 10, 2022, ISSN 2296-598X
Publisher: Frontiers Media S.A.
DOI: 10.3389/fenrg.2022.884068

Conference proceedings (3)

Bio-inspired Wake Tracking for Aircraft Formation Flight Based on Reinforcement Learning

Author(s): Ransquin, Ignace ; Chatelain, Philippe
Published in: AIAA Scitech Forum 2021, Issue 1, 2021
Publisher: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2021-0885

Dynamics of the Wake Vortices of a Two-aircraft Formation, Hazard Assessment at Large Distances and Sensitivity Analysis

Author(s): Ransquin, Ignace ; Duponcheel, Matthieu ; Chatelain, Philippe
Published in: AIAA SCITECH 2022, Issue 1, 2022
Publisher: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2022-1198

Loads Alleviation on an Airfoil via Reinforcement Learning

Author(s): Hufstedler, Esteban A.; Chatelain, Philippe; AIAA Scitech 2019 Forum
Published in: AIAA Scitech 2019 Forum, Issue 1, 2019, ISBN 9781624105784
Publisher: AIAA
DOI: 10.2514/6.2019-0404