4 citations · 18 across the 11 of their papers we have counts for
11 papers
Model-free based control of a HIV/AIDS prevention model
Loïc Michel, Cristiana J. Silva, Delfim F. M. Torres
Controlling an epidemiological model is often performed using optimal control theory techniques for which the solution depends on the equations of the control system, objective fun…
Online learning of neural networks based on a model-free control algorithm
Loïc Michel
We explore the possibilities of using a model-free-based control law in order to train artificial neural networks. In the supervised learning context, we consider the problem of tu…
Model-Free Based Digital Control for Magnetic Measurements
Loïc Michel, Olivier Ghibaudo, Oualid Messal +4
This paper presents a novel digital control strategy successfully implemented for a soft magnetic material characterization bench (Epstein frame type). The main objective is to con…
Dynamical system-based robot reaching motions by para-model control approach - A preliminary study
Loïc Michel
In this report, we apply the proposed "para-model" framework in order to control the trajectory of a dynamical system-based robot. The optimization of the dynamical performances in…
Algebraic-based nonstandard time-stepping schemes
Loïc Michel
In this preliminary work, we present nonstandard time-stepping strategies to solve differential equations based on the algebraic estimation method applied to the estimation of time…
Bernstein-based polynomial approach to study the stability of switched systems and formal verification using HOL Light
Loïc Michel
In this preliminary work, we propose to use a polynomial approach in order to study the stability of switched systems. The proposed strategy is based on the Bernstein interpolation…
Model-free control of nonlinear power converters
Loïc Michel, Wim Michiels, Xavier Boucher
A new "model-free" control methodology is applied to a boost power converter. The properties of the boost converter allow to evaluate the performances of the model-free strategy in…
Semi-explicit Parareal method based on convergence acceleration technique
Loïc Michel
The Parareal algorithm is used to solve time-dependent problems considering multiple solvers that may work in parallel. The key feature is a initial rough approximation of the solu…
Model-free control of non-minimum phase systems and switched systems
Loïc Michel
This brief presents a simple derivation of the standard model-free control for the non-minimum phase systems. The robustness of the proposed method is studied in simulation conside…
Model-free control of microgrids
Loïc Michel, Wim Michiels, Xavier Boucher
A new "model-free" control methodology is applied for the first time to power systems included in microgrids networks. We evaluate its performances regarding output load and supply…
A variational and symplectic framework for model-free control: preliminary results
Loïc Michel
The model-free control approach is an advanced control law that requires few information about the process to control. Since its introduction in 2008, numerous applications have be…