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 membrane. After reviewing the literature on modeling and control of this process, the model-free approach appears to be a good candidate because, on the one hand, it allows straightforward real-time adaptation to track operating points and, on the other hand, it requires a low computational burden, which is attractive for industrial applications. Numerical simulations for two scenarios (constant and variable oxygen stoichiometry) with two current profiles reveal satisfactory performance of the model-free control law. The robustness is addressed by considering significant variations in the parameters of the proton exchange membrane air supply system.
@article{arxiv.2604.11433,
title = {Air supply control for proton exchange membrane fuel cells without explicit modeling},
author = {Méziane Ait Ziane and Michel Zasadzinski and Cédric Join and Michel Fliess},
journal= {arXiv preprint arXiv:2604.11433},
year = {2026}
}
Comments
European Control Conference (ECC) --- July 7-10, 2026, Reykjav\'ik, Iceland