Pauline Kergus
- COmmande et DIAgnostic des Systèmes Electriques (LAPLACE-CODIASE)
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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Reinforcement Learning for Optimizing Battery Operation in Electric Vehicle Charging MicrogridsSymposium de Génie Electrique, Aug 2025, Toulouse, France |
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Data-Driven Control For Power ConvertersSymposium de Génie Électrique SGE 2025, cnrs, ups, Jul 2025, Toulouse, France |
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Étude de la stabilité par analyse d'impédance d'un micro-réseau DC pour les avions plus électriquesSymposium de Génie Électrique SGE 2025, cnrs, ups, Jul 2025, Toulouse, France |
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Science ouverte et collaborative pour l'élaboration d'un banc automatisé de caractérisation de pertes en commutation par oppositionSymposium de Génie Électrique SGE 2025, Jul 2025, Toulouse, France |
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Hierarchical Model Predictive Control for Building Thermal Management : A mixed model-based and data-based approachInternational Conference on Control, Decision and Information Technologies, IEEE, Jul 2025, Split - Croatia, Croatia |
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Hierarchical Data-enabled Predictive Control for Building Thermal ManagementControl Applications of Optimisation (CAO), IFAC, Dec 2025, Krakow, Poland |
Degradation aware control of a hybridized multi stack fuel cell systemPlénières FRH2, 07-11 Octobre, 2024, La Grande-Motte, France |
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Loewner functions for bilinear systemsIFAC 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⟩ |
Modélisation fine d’un système pile à combustible et commande basée-donnéesPlénières FRH2, Oct 2024, La Grande Motte, France |
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Optimal instantaneous power dispatch in hybridised modular fuel cell systems2024 IEEE Conference on Control Technology and Applications (CCTA), Aug 2024, Newcastle upon Tyne, United Kingdom. pp.426-432, ⟨10.1109/CCTA60707.2024.10666511⟩ |
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Model predictive control applied to hybridised modular fuel cell systems2024 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⟩ |
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Hydraulic Parameter Estimation in District Heating NetworksIFAC World Congress 2023, 2023, Tokyo, Japan. pp.5438-5443, ⟨10.1016/j.ifacol.2023.10.194⟩ |
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Robust Switching Control of DC-DC Boost Converter for EV Charging StationsTexas Power and Energy Conference, 2023, College station, Texas, United States. ⟨10.1109/TPEC56611.2023.10078484⟩ |
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A Two-Layers Predictive Algorithm for Workplace EV ChargingIECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society, Oct 2023, Singapour, Singapore. pp.1-6, ⟨10.1109/IECON51785.2023.10311661⟩ |
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Data-driven approximation and reduction from noisy data in matrix pencil frameworks25th IFAC Symposium on Mathematical Theory of Networks and Systems MTNS 2022, 2022, Bayreuth, Germany. ⟨10.1016/j.ifacol.2022.11.081⟩ |
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Loewner-based Data-driven Iterative Structured Control DesignEuropean Control Conference, 2021, Delft, Netherlands. ⟨10.23919/ECC54610.2021.9655099⟩ |
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Hybrid Loewner Data Driven ControlIFAC World Congress, 2020, Berlin, Germany. ⟨10.1016/j.ifacol.2020.12.1574⟩ |
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Data-driven control design in the Loewner framework: Dealing with stability and noiseEuropean Control Conference 2018, 2018, Limassol, Cyprus |
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Frequency-domain data-driven control design in the Loewner frameworkIFAC World Congress, 2017, Toulouse, France. pp.2095-2100, ⟨10.1016/j.ifacol.2017.08.531⟩ |
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Data-driven stability analysis and enforcement for Loewner Data-Driven ControlWorkshop Intersections between Learning, Control and Optimization (IPAM, UCLA), 2020, Los Angeles, United States |
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Data-driven control in the frequency-domain: From reference model selection to controller validationEuropean Network of System Identification, 2019, Maastricht, Netherlands |
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A control application to matching theory: Sensivity minimizationEuropean Network of System Identification, 2018, Cambridge, United Kingdom |
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Interpolation-based irrational model control design and stability analysisRealization and Model Reduction of Dynamical Systems, 2022, ⟨10.1007/978-3-030-95157-3_19⟩ |
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Data-driven model reference control in the frequency-domain From model reference selection to controller validationAutomatic Control Engineering. Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO), 2019. English. ⟨NNT : 2019ESAE0031⟩ |