4 citations · 18 across the 11 of their papers we have counts for
7 papers · 1 filter
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…
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…
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 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…