Pauline Kergus

Chargée de recherche - LAPLACE

100 %

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Affiliation actuelle

COmmande et DIAgnostic des Systèmes Electriques (LAPLACE-CODIASE)

Identifiants chercheurs

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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

Reinforcement learning vs. model-based control in electric vehicle charging microgrids

Valentin Burgaud , Grégoire Le Goff , Pauline Kergus , Maurice Fadel

Control Engineering Practice, 2026, 172, pp.106890. ⟨10.1016/j.conengprac.2026.106890⟩

Article dans une revue hal-05545313v1

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-05097512v1

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-04270492v1

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-04741593v1

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

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

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-04324068v1

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-03628130v1

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

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

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

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-05398214v1

Étude de la stabilité par analyse d'impédance d'un micro-réseau DC pour les avions plus électriques

Luc Derrien , Fadel Maurice , Pauline Kergus , Mohamed Khaled Kahalerras

Symposium de Génie Électrique SGE 2025, cnrs, ups, Jul 2025, Toulouse, France

Communication dans un congrès hal-05495815v1

Science ouverte et collaborative pour l'élaboration d'un banc automatisé de caractérisation de pertes en commutation par opposition

Nicolas C. Rouger , Luiz Fernando Lavado Villa , Matthieu Masson , Pauline Kergus , Joseph Kemdeng et al.

Symposium de Génie Électrique SGE 2025, Jul 2025, Toulouse, France

Communication dans un congrès hal-05482102v1

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-05325798v1

Hierarchical Data-enabled Predictive Control for Building Thermal Management

Yuqi Liu , Pauline Kergus , Fabien Claveau , Philippe Chevrel

CAO 2025: 19th IFAC Workshop on Control Applications of Optimisation, IFAC, Dec 2025, Krakow, Poland. pp.43-48, ⟨10.1016/j.ifacol.2026.03.008⟩

Communication dans un congrès hal-05491652v1

Hierarchical Model Predictive Control for Building Thermal Management : A mixed model-based and data-based approach

Yuqi Liu , Pauline Kergus , Fabien Claveau , Philippe Chevrel

CoDIT 2025: 11th International Conference on Control, Decision and Information Technologies, IEEE, Jul 2025, Split, Croatia. ⟨10.1109/CoDIT66093.2025.11321392⟩

Communication dans un congrès hal-05097545v1

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-04998834v1

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-04700106v1

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-04281584v1

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-04713999v1

Degradation aware control of a hybridized multi stack fuel cell system

Noé Rivier , Pauline Kergus , Jérémi Regnier , Amine Jaafar , Christophe Turpin et al.

Plénières FRH2, 07-11 Octobre, 2024, La Grande-Motte, France

Communication dans un congrès hal-04855693v1

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-03862310v1

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-03889006v1

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-04172081v1