M2P 2023

IS14a - The role of data-driven modelling in sustainable energy technologies

Main Organizer: Prof. Alessandro Parente ( Université Libre de Bruxelles , Belgium )

Thu, 01/06/2023
15:30 - 16:30
Salone Giardino 2
IS14a -

Chaired by:
Prof. Alessandro Parente (Université Libre de Bruxelles , Belgium)

Reconstruction and Forecasting of a turbulent velocity flow field through Autoencoders and Singular Value Decomposition
*R. Abadía-Heredia (Universidad Politécnica de Madrid), M. Crialesi-Esposito, M. Lopez-Martin (Universidad Politécnica de Madrid), L. Brandt (KTH Royal Institute of Technology), S. Le Clainche (Universidad Politécnica de Madrid)
Reinforced (Model) Predictive Control of a wind-turbine: a proof-of-concept
*L. Schena, T. Verstraeten (Vrije Universiteit Brussels), W. Munters, J. Helsen (Vrije Universiteit Brussels), M. Mendez
Active Flow Control on three-dimensional cylinders through Deep Reinforcement Learning
*P. Suárez (KTH Royal Institute of Technology), F. Alcántara-Ávila (KTH Royal Institute of Technology), A. Miró (Barcelona Super Computing Center), J. Rabault (Norwegian Meteorological Institute), B. Font (Barcelona Super Computing Center), O. Lehmkhul (Barcelona Super Computing Center), R. Vinuesa (KTH Royal Institute of Technology)