4 citations · 4 across the 4 of their papers we have counts for
6 papers
Data-driven control of infinite dimensional systems: Application to a continuous crystallizer
Pauline Kergus
Controlling infinite dimensional models remains a challenging task for many practitioners since they are not suitable for traditional control design techniques or will result in a…
Interpolation-based irrational model control design and stability analysis
Charles Poussot-Vassal, Pauline Kergus, Pierre Vuillemin
The versatility of data-driven approximation by interpolatory methods, originally settled for model approximation purpose, is illustrated in the context of linear controller design…
Learning-based hierarchical control of water reservoir systems
Pauline Kergus, Simone Formentin, Matteo Giuliani +1
The optimal control of a water reservoir systems represents a challenging problem, due to uncertain hydrologic inputs and the need to adapt to changing environment and varying cont…
Interpolatory-based data-driven pulsed fluidic actuator control design and experimental validation
Charles Poussot-Vassal, Pauline Kergus, Franck Kerhervé +2
Pulsed fluidic actuators play a central role in the fluid flow experimental control strategy to achieve better performances of aeronautic devices. In this paper, we demonstrate, th…
Loewner-based Data-driven Iterative Structured Control Design
Basile Bouteau, Pauline Kergus, Pierre Vuillemin
Stability enforcement remains a challenge in data-driven control paradigms, where no parametrised model of the system is available. For instance, the system's instabilities can be…
Technical note: Hybrid Loewner Data Driven Control
Pierre Vuillemin, Pauline Kergus, Charles Poussot-Vassal
This note describes how the Loewner framework can be exploited to create a discrete-time control-law from frequency-data of a continuous-time plant so that their hybrid interconnec…