18 citations · 18 across the 5 of their papers we have counts for
4 papers · 1 filter
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…
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…