Learning and collective intelligence for optimized operations in wake flows

Informazioni relative al progetto

WakeOpColl

ID dell’accordo di sovvenzione: 725627

DOI

10.3030/725627

Progetto chiuso

Data della firma CE 24 Febbraio 2017

Data di avvio 1 Settembre 2017

Data di completamento 28 Febbraio 2023

Finanziato da

• EXCELLENT SCIENCE - European Research Council (ERC)

Costo totale

€ 1 999 591,25

Contributo UE

€ 1 999 591,25

Coordinato da

UNIVERSITE CATHOLIQUE DE LOUVAIN
Belgium

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Pubblicazioni

Peer reviewed articles (15)

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

Autori: Moens, Maud; Chatelain, Philippe
Pubblicato in: Frontiers in Energy Research, Numero 10, 2022, Pagina/e 881532, ISSN 2296-598X
Editore: 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

Autori: Moens, Maud ; Coquelet, Marion ; Trigaux, François ; Chatelain, Philippe
Pubblicato in: Journal of Physics: Conference Series, Numero Vol. 2265, 2022, Pagina/e 022053, ISSN 1742-6596
Editore: 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

Autori: Coquelet, Marion ; Moens, Maud ; Duponcheel, Matthieu ; Van Wingerden, Jan-Willem ; Bricteux, Laurent Chatelain, Philippe
Pubblicato in: Journal of Physics: Conference Series, Numero Vol. 2505, 2023, Pagina/e 012017, ISSN 1742-6596
Editore: IOP Publishing
DOI: 10.1088/1742-6596/2505/1/012017

Wake Vortex Detection an d Tracking for Aircraft Formation Flight

Autori: Ransquin, Ignace ; Caprace, Denis-Gabriel ; Duponcheel, Matthieu ; Chatelain, Philippe
Pubblicato in: Journal of Guidance, Control and Dynamics, Numero Vol. 44, no. 12, 2021, Pagina/e 2225-2243, ISSN 1533-3884
Editore: American Institute of Aeronautics and Astronautics
DOI: 10.2514/1.g006028

Performance assessment of wake mitigation strategie

Autori: Coquelet, Marion ; Moens, Maud ; Bricteux, Laurent ; Crismer, Jean-Baptiste ; Chatelain, Philippe
Pubblicato in: Journal of Physics: Conference Series, Numero Vol. 2265, 2022, Pagina/e 032078, ISSN 1742-6596
Editore: IOP Publishing
DOI: 10.1088/1742-6596/2265/3/032078

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

Autori: Lejeune, Maxime ; Moens, Maud ; Chatelain, Philippe
Pubblicato in: Journal of Physics: Conference Series, Numero Vol. 2265, 2022, Pagina/e 022018, ISSN 1742-6596
Editore: IOP Publishing
DOI: 10.1088/1742-6596/2265/2/022018

String stability of energy-saving aircraft formations

Autori: Riehl, James ; Hufstedler, Esteban ; Chatelain, Philippe ; Hendrickx, Julien
Pubblicato in: Journal of Guidance, Control, and Dynamics : devoted to the technology of dynamics and control, Numero Vol. 45, no. 5, 2022, Pagina/e 935-943, ISSN 1533-3884
Editore: American Institute of Aeronautics and Astronautics
DOI: 10.2514/1.g006207

Biomimetic individual pitch control for load alleviation

Autori: Coquelet, Marion ; Bricteux, Laurent ; Lejeune, Maxime ; Chatelain, Philippe
Pubblicato in: Journal of Physics: Conference Series, Numero Vol. 1618, 2020, Pagina/e 022052, ISSN 1742-6596
Editore: IOP Publishing
DOI: 10.1088/1742-6596/1618/2/022052

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

Autori: Maud Moens, Nicolas Coudou, Chatelain Philippe
Pubblicato in: Journal of Physics: Conference Series, Numero 1256, 2019, Pagina/e 012012, ISSN 1742-6588
Editore: 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

Autori: Moens, Maud ; Duponcheel, Matthieu ; Chatelain, Philippe
Pubblicato in: Wind Energy, Numero Vol. 25, no.11, 2022, Pagina/e 1860-1879, ISSN 1099-1824
Editore: John Wiley & Sons Ltd
DOI: 10.1002/we.2772

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

Autori: Balty, Pierre ; Caprace, Denis-Gabriel ; Waucquez, Juan ; Coquelet, Marion ; Chatelain, Philippe
Pubblicato in: Journal of Physics: Conference Series, Numero 1618, 2020, Pagina/e 062053, ISSN 1742-6596
Editore: IOP Publishing
DOI: 10.1088/1742-6596/1618/6/062053

Data assimilation for the prediction of wake trajectories within wind farms

Autori: Lejeune, Maxime ; Moens, Maud ; Coquelet, Marion ; Coudou, Nicolas ; Chatelain, Philippe
Pubblicato in: Journal of Physics: Conference Series, Numero Vol. 1618, 2020, Pagina/e 062055, ISSN 1742-6596
Editore: IOP Publishing
DOI: 10.1088/1742-6596/1618/6/062055

A reinforcement-learning approach for individual pitch control

Autori: Coquelet, Marion ; Bricteux, Laurent ; Moens, Maud ; Chatelain, Philippe
Pubblicato in: Wind Energy, Numero Vol. 25, no.8, 2022, Pagina/e 1343-1362, ISSN 1099-1824
Editore: John Wiley & Sons Ltd
DOI: 10.1002/we.2734

A lightweight vortex model for unsteady motion of airfoils.

Autori: Dumoulin, Denis ; Eldredge, Jeff D. ; Chatelain, Philippe
Pubblicato in: Journal of Fluid Mechanics, Numero Vol. 977, 2023, ISSN 1469-7645
Editore: 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

Autori: Lejeune, Maxime ; Moens, Maud ; Chatelain, Philippe
Pubblicato in: Frontiers in Energy Research, Numero 10, 2022, ISSN 2296-598X
Editore: 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

Autori: Ransquin, Ignace ; Chatelain, Philippe
Pubblicato in: AIAA Scitech Forum 2021, Numero 1, 2021
Editore: 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

Autori: Ransquin, Ignace ; Duponcheel, Matthieu ; Chatelain, Philippe
Pubblicato in: AIAA SCITECH 2022, Numero 1, 2022
Editore: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2022-1198

Loads Alleviation on an Airfoil via Reinforcement Learning

Autori: Hufstedler, Esteban A.; Chatelain, Philippe; AIAA Scitech 2019 Forum
Pubblicato in: AIAA Scitech 2019 Forum, Numero 1, 2019, ISBN 9781624105784
Editore: AIAA
DOI: 10.2514/6.2019-0404