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Model-Free Detection and Accommodation of Sensor Faults for a PEM Electrolyzer
Meziane Ait Ziane, Michel Zasadzinski, Cédric Join +1
We investigate the detection and accommodation of sensor faults for a proton exchange membrane electrolyzer coupled to a DC/DC converter powered by renewable energy sources. The pr…
Air supply control for proton exchange membrane fuel cells without explicit modeling
Méziane Ait Ziane, Michel Zasadzinski, Cédric Join +1
Our objective is to study the performance and robustness of the model-free strategy for controlling the oxygen stoichiometry of a fuel cell air supply system with a proton exchange…
Avoidance of an unexpected obstacle without reinforcement learning: Why not using advanced control-theoretic tools?
Cédric Join, Michel Fliess
This communication on collision avoidance with unexpected obstacles is motivated by some critical appraisals on reinforcement learning (RL) which "requires ridiculously large numbe…
Disruption of parkinsonian brain oscillations
Cédric Join, Jakub Orłowski, Antoine Chaillet +3
Deep brain stimulation (DBS) is an advanced surgical treatment for the symptoms of Parkinson's disease (PD), involving electrical stimulation of neurons within the basal ganglia re…
Guidance and Control of Unmanned Surface Vehicles via HEOL
Loïck Degorre, Emmanuel Delaleau, Cédric Join +1
This work presents a new approach to the guidance and control of marine craft via HEOL, i.e., a new way of combining flatness-based and model-free controllers. Its goal is to devel…
Model-Free Predictive Control: Introductory Algebraic Calculations, and a Comparison with HEOL and ANNs
Cédric Join, Emmanuel Delaleau, Michel Fliess
Model predictive control (MPC) is a popular control engineering practice, but requires a sound knowledge of the model. Model-free predictive control (MFPC), a burning issue today,…
Detection and suppression of epileptiform seizures via model-free control and derivatives in a noisy environment
Cédric Join, D. Blair Jovellar, Emmanuel Delaleau +1
Recent advances in control theory yield closed-loop neurostimulations for suppressing epileptiform seizures. These advances are illustrated by computer experiments which are easy t…