Pauline Kergus

Chargée de recherche - LAPLACE
100%
Libre accès
33
Documents
Affiliation actuelle
  • COmmande et DIAgnostic des Systèmes Electriques (LAPLACE-CODIASE)
Identifiants chercheurs
Contact

Présentation

I am currently a CNRS researcher (chargée de recherche) at LAPLACE, 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

Publications

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Building thermal control: Hierarchical design from limited data using gray-box or black-box internal models for model predictive control

Yuqi Liu , Pauline Kergus , Fabien Claveau , Philippe Chevrel , Bruno Lacarrière
Journal of Building Engineering, 2025, 110, pp.112936. ⟨10.1016/j.jobe.2025.112936⟩
Article dans une revue hal-05097512 v1
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Decentralized PI-control and Anti-windup in Resource Sharing Networks

Felix Agner , Jonas Hansson , Pauline Kergus , Anders Rantzer , Sophie Tarbouriech et al.
European Journal of Control, 2024, pp.101049. ⟨10.1016/j.ejcon.2024.101049⟩
Article dans une revue hal-04270492 v1
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Estimation-based Robust Switching Control of a DC-DC Boost Converter

Saif Ahmad , Ryan Pitanga Cleto de Souza , Pauline Kergus , Zohra Kader , Stéphane Caux
IEEE Transactions on Industry Applications, 2024, pp.1-13. ⟨10.1109/TIA.2024.3481352⟩
Article dans une revue hal-04741593 v1
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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-04132680 v1

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-03591060 v1

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

C. Poussot-Vassal , Pauline 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-04324068 v1
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Combating district heating bottlenecks using load control

Felix Agner , Pauline Kergus , Richard Pates , Anders Rantzer
Smart Energy, 2022, 6, pp.100067. ⟨10.1016/j.segy.2022.100067⟩
Article dans une revue hal-03628130 v1

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-03084333 v1
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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-02181447 v1
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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-02061484 v1
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Data-Driven Control For Power Converters

Marwan Soliman , Pauline Kergus , Diego Regruto , Luiz Villa , Zohra Kader
Symposium de Génie Électrique SGE 2025, cnrs, ups, Jul 2025, Toulouse, France
Communication dans un congrès hal-05398214 v1
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Data-Driven Control For Power Converters

Marwan Soliman , Pauline Kergus , Zohra Kader , Diego Regruto , Luiz Villa
Symposium de Génie Électrique SGE 2025, cnrs, ups, Jul 2025, Toulouse, France
Communication dans un congrès hal-05398301 v1
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Reinforcement Learning for Optimizing Battery Operation in Electric Vehicle Charging Microgrids

Valentin Burgaud , Grégoire Le Goff , Pauline Kergus , Maurice Fadel
Symposium de Génie Electrique, Aug 2025, Toulouse, France
Communication dans un congrès hal-05325798 v1
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Hierarchical Model Predictive Control for Building Thermal Management : A mixed model-based and data-based approach

Yuqi Liu , Pauline Kergus , Fabien Claveau , Philippe Chevrel
International Conference on Control, Decision and Information Technologies, IEEE, Jul 2025, Split - Croatia, Croatia
Communication dans un congrès hal-05097545 v1
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Data-Driven Control Of Power Converters

Marwan Ahmed Sakr Abdelazim Soliman , Pauline Kergus , Diego Regruto , Luiz Villa , Zohra Kader
SGE2025, Jul 2025, Toulouse (31000), France
Communication dans un congrès hal-05248800 v1
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Optimal instantaneous power dispatch in hybridised modular fuel cell systems

Noé Rivier , Pauline Kergus , Jérémi Regnier , Amine Jaafar , Christophe Turpin et al.
2024 IEEE Conference on Control Technology and Applications (CCTA), Aug 2024, Newcastle upon Tyne, United Kingdom. pp.426-432, ⟨10.1109/CCTA60707.2024.10666511⟩
Communication dans un congrès hal-04700106 v1

Modélisation fine d’un système pile à combustible et commande basée-données

Nivetha Srinavasan , Pauline Kergus , Jérémi Regnier , Thomas Jarry
Plénières FRH2, Oct 2024, La Grande Motte, France
Communication dans un congrès hal-04998834 v1
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Loewner functions for bilinear systems

Pauline Kergus , Ion Victor Gosea , Mihaly Petreczky
IFAC Conference on Analysis and Control of Nonlinear Dynamics and Chaos, Jun 2024, Londres, United Kingdom. pp.102-107, ⟨10.1016/j.ifacol.2024.07.071⟩
Communication dans un congrès hal-04281584 v1
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Model predictive control applied to hybridised modular fuel cell systems

Noé Rivier , Pauline Kergus , Amine Jaafar , Jérémi Regnier , Christophe Turpin et al.
2024 IEEE International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles & International Transportation Electrification Conference (ESARS-ITEC), Nov 2024, Naples, Italy. pp.1-6, ⟨10.1109/ESARS-ITEC60450.2024.10819911⟩
Communication dans un congrès hal-04713999 v1

Degradation aware control of a hybridized multi stack fuel cell system

Noé Rivier , Pauline Kergus , Jérémi Reignier , Amine Jaafar , Christophe Turpin et al.
Plénières FRH2, 07-11 Octobre, 2024, La Grande-Motte, France
Communication dans un congrès hal-04855693 v1

Hydraulic Parameter Estimation in District Heating Networks

Felix Agner , Pauline Kergus , Richard Pates , Anders Rantzer
IFAC World Congress 2023, 2023, Tokyo, Japan. pp.5438-5443, ⟨10.1016/j.ifacol.2023.10.194⟩
Communication dans un congrès hal-03862310 v1
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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, 2023, College station, Texas, United States. ⟨10.1109/TPEC56611.2023.10078484⟩
Communication dans un congrès hal-03889006 v1
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A Two-Layers Predictive Algorithm for Workplace EV Charging

Saif Ahmad , Jochem Baltussen , Pauline Kergus , Zohra Kader , Stéphane Caux
IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society, Oct 2023, Singapour, Singapore. pp.1-6, ⟨10.1109/IECON51785.2023.10311661⟩
Communication dans un congrès hal-04172081 v1
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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, 2022, Bayreuth, Germany. ⟨10.1016/j.ifacol.2022.11.081⟩
Communication dans un congrès hal-03590972 v1

Loewner-based Data-driven Iterative Structured Control Design

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

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-03094551 v1
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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, 2018, Limassol, Cyprus
Communication dans un congrès hal-02099590 v1
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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-01850582 v1
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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-03095975 v1
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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-03095969 v1
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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-03095964 v1
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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 : 2019ESAE0031⟩
Thèse tel-02437362 v3