18 citations · 18 across the 5 of their papers we have counts for
6 papers
Nonlinear System Identification of Variable-Pitch Propellers Using a Wiener Model
David Grasev, Miguel A. Mendez
This work presents the system identification of a variable-pitch propeller (VPP) powertrain, encompassing the full actuation chain from PWM signals to thrust generation, with the a…
Nonlinear System Identification for Model-Based Control of Waked Wind Turbines
Sebastiano Randino, Lorenzo Schena, Nicolas Coudou +2
This work presents a nonlinear system identification framework for modeling the power extraction dynamics of wind turbines, including both freestream and waked conditions. The appr…
Reinforcement Twinning for Hybrid Control of Flapping-Wing Drones
Romain Poletti, Lorenzo Schena, Lilla Koloszar +2
Controlling flapping-wing drones requires controllers that handle time-varying, nonlinear, underactuated dynamics from incomplete, noisy sensor data. Recent advances in artificial…
POD-Based Sparse Stochastic Estimation of Wind Turbine Blade Vibrations
Lorenzo Schena, Wim Munters, Jan Helsen +1
This study presents a framework for estimating the full vibrational state of wind turbine blades from sparse deflection measurements. The identification is performed in a reduced-o…
Reinforcement Twinning: from digital twins to model-based reinforcement learning
Lorenzo Schena, Pedro Marques, Romain Poletti +3
Digital twins promise to revolutionize engineering by offering new avenues for optimization, control, and predictive maintenance. We propose a novel framework for simultaneously tr…
Real-time data assimilation for the thermodynamic modeling of cryogenic storage tanks
Pedro Afonso Marques, Samuel Ahizi, Miguel Alfonso Mendez
The thermal management of cryogenic storage tanks requires advanced control strategies to minimize the boil-off losses produced by heat leakages and sloshing-enhanced heat and mass…