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

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