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Pauline Kergus

Chargée de recherche - LAPLACE
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23
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  • 405644
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Présentation

I am currently a CNRS researcher (chargée de recherche) at LAPLACE, in the CODIASE group, where I work on the modeling, control and analysis of energy systems. I was previously a postdoctoral researcher at LTH (Lund, Sweden) in the Department of Automatic Control, where I worked on the modelling and control of district heating and cooling networks in the group of Anders Rantzer. Before that, I was a PhD student at ONERA, Toulouse (France), from 2016 to 2019. My work consisted in proposing a new data-driven control design technique in the frequency-domain. I received my PhD in October 2019 from ISAE-SUPAERO, Toulouse, France. I obtained my engineering degree from Ecole Centrale de Lyon in 2016 after a year as an exchange student in UNICAMP (Brazil) at the Faculty of Electrical Engineering and Computer science (FEEC). My research interests are control, system theory, model order reduction and system identification. In particular, I aim at proposing data-driven strategies for modelling, control and analysis of energy systems.

Publications

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Anti-windup coordination strategy around a fair equilibrium in resource sharing networks

Felix Agner , Pauline Kergus , Anders Rantzer , Sophie Tarbouriech , Luca Zaccarian
IEEE Control Systems Letters, 2023, 7, pp.2521 - 2526. ⟨10.1109/LCSYS.2023.3287252⟩
Article dans une revue hal-04132680v1

Combating district heating bottlenecks using load control

Felix Agner , Pauline Kergus , Richard Pates , Anders Rantzer
Smart Energy, 2022, pp.100067. ⟨10.1016/j.segy.2022.100067⟩
Article dans une revue hal-03628130v1

Interpolatory-Based Data-Driven Pulsed Fluidic Actuator Control Design and Experimental Validation

C. Poussot-Vassal , P. Kergus , F. Kerherve , D. Sipp , L. Cordier
IEEE Transactions on Control Systems Technology, 2022, 30 (2), pp.852-859. ⟨10.1109/TCST.2021.3070056⟩
Article dans une revue hal-04324068v1

Learning-based hierarchical control of water reservoir systems

Pauline Kergus , Simone Formentin , Matteo Giuliani , Andrea Castelletti
IFAC Journal of Systems and Control, 2022, 19, pp.100185. ⟨10.1016/j.ifacsc.2022.100185⟩
Article dans une revue hal-03591060v1

Interpolatory-based data-driven pulsed fluidic actuator control design and experimental validation

Charles Poussot-Vassal , Pauline Kergus , Franck Kerhervé , Denis Sipp , Laurent Cordier
IEEE Transactions on Control Systems Technology, 2021, ⟨10.1109/TCST.2021.3070056⟩
Article dans une revue hal-03084334v1

Data-driven control of infinite dimensional systems: Application to a continuous crystallizer

Pauline Kergus
IEEE Control Systems Letters, 2020, pp.1-1. ⟨10.1109/LCSYS.2020.3045827⟩
Article dans une revue hal-03084333v1
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From reference model selection to controller validation: Application to Loewner Data-Driven Control

Pauline Kergus , Martine Olivi , Charles Poussot-Vassal , Fabrice Demourant
IEEE Control Systems Letters, 2019, 3 (4), pp.1008-1013. ⟨10.1109/LCSYS.2019.2920208⟩
Article dans une revue hal-02181447v1
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Identification of parametric models in the frequency-domain through the subspace framework under LMI constraints

Pauline Kergus , Fabrice Demourant , Charles Poussot-Vassal
International Journal of Control, 2018, ⟨10.1080/00207179.2018.1535717⟩
Article dans une revue hal-02061484v1
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Robust Switching Control of DC-DC Boost Converter for EV Charging Stations

Saif Ahmad , Ryan de Souza , Pauline Kergus , Zohra Kader , Stéphane Caux
Texas Power and Energy Conference, Feb 2023, College Station, Texas, United States. ⟨10.1109/TPEC56611.2023.10078484⟩
Communication dans un congrès hal-03889006v1
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Data-driven approximation and reduction from noisy data in matrix pencil frameworks

Pauline Kergus , Ion Victor Gosea
25th IFAC Symposium on Mathematical Theory of Networks and Systems MTNS 2022, Sep 2022, Bayreuth, Germany. ⟨10.1016/j.ifacol.2022.11.081⟩
Communication dans un congrès hal-03590972v1

Loewner-based Data-driven Iterative Structured Control Design

Basile Bouteau , Pauline Kergus , Pierre Vuillemin
European Control Conference, Jun 2021, Rotterdam, Netherlands. ⟨10.23919/ECC54610.2021.9655099⟩
Communication dans un congrès hal-03084335v1

Hybrid Loewner Data Driven Control

Pierre Vuillemin , Pauline Kergus , Charles Poussot-Vassal
IFAC World Congress, 2020, Berlin, Germany. ⟨10.1016/j.ifacol.2020.12.1574⟩
Communication dans un congrès hal-03094551v1
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Data-driven control design in the Loewner framework: Dealing with stability and noise

Pauline Kergus , Simone Formentin , Charles Poussot-Vassal , Fabrice Demourant
European Control Conference 2018, Jun 2018, LIMASSOL, Cyprus
Communication dans un congrès hal-02099590v1
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Frequency-domain data-driven control design in the Loewner framework

Pauline Kergus , Charles Poussot-Vassal , Fabrice Demourant , S. Formentin
IFAC World Congress, 2017, Toulouse, France. pp.2095-2100, ⟨10.1016/j.ifacol.2017.08.531⟩
Communication dans un congrès hal-01850582v1
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Data-driven stability analysis and enforcement for Loewner Data-Driven Control

Pauline Kergus
Workshop Intersections between Learning, Control and Optimization (IPAM, UCLA), 2020, Los Angeles, United States
Poster de conférence hal-03095975v1
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Data-driven control in the frequency-domain: From reference model selection to controller validation

Pauline Kergus , Martine Olivi , Charles Poussot-Vassal , Fabrice Demourant
European Network of System Identification, 2019, Maastricht, Netherlands
Poster de conférence hal-03095969v1
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A control application to matching theory: Sensivity minimization

Pauline Kergus , David Martinez , Martine Olivi , Fabien Seyfert , Fabrice Demourant
European Network of System Identification, 2018, Cambridge, United Kingdom
Poster de conférence hal-03095964v1
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Data-driven model reference control in the frequency-domain From model reference selection to controller validation

Pauline Kergus
Automatic Control Engineering. Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO), 2019. English. ⟨NNT : ⟩
Thèse tel-02437362v3