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
|
|
Data-Driven Control For Power ConvertersSymposium de Génie Électrique SGE 2025, cnrs, ups, Jul 2025, Toulouse, France
Communication dans un congrès
hal-05398214
v1
|
|
|
Data-Driven Control For Power ConvertersSymposium de Génie Électrique SGE 2025, cnrs, ups, Jul 2025, Toulouse, France
Communication dans un congrès
hal-05398301
v1
|
|
|
Reinforcement Learning for Optimizing Battery Operation in Electric Vehicle Charging MicrogridsSymposium de Génie Electrique, Aug 2025, Toulouse, France
Communication dans un congrès
hal-05325798
v1
|
|
|
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
Communication dans un congrès
hal-05097545
v1
|
|
|
Data-Driven Control Of Power ConvertersSGE2025, Jul 2025, Toulouse (31000), France
Communication dans un congrès
hal-05248800
v1
|
|
|
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⟩
Communication dans un congrès
hal-04700106
v1
|
Modélisation fine d’un système pile à combustible et commande basée-donnéesPlénières FRH2, Oct 2024, La Grande Motte, France
Communication dans un congrès
hal-04998834
v1
|
|
|
|
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⟩
Communication dans un congrès
hal-04281584
v1
|
|
|
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⟩
Communication dans un congrès
hal-04713999
v1
|
Degradation aware control of a hybridized multi stack fuel cell systemPlénières FRH2, 07-11 Octobre, 2024, La Grande-Motte, France
Communication dans un congrès
hal-04855693
v1
|
|
|
|
Hydraulic Parameter Estimation in District Heating NetworksIFAC World Congress 2023, 2023, Tokyo, Japan. pp.5438-5443, ⟨10.1016/j.ifacol.2023.10.194⟩
Communication dans un congrès
hal-03862310
v1
|
|
|
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⟩
Communication dans un congrès
hal-03889006
v1
|
|
|
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⟩
Communication dans un congrès
hal-04172081
v1
|
|
|
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⟩
Communication dans un congrès
hal-03590972
v1
|
|
|
Loewner-based Data-driven Iterative Structured Control DesignEuropean Control Conference, 2021, Delft, Netherlands. ⟨10.23919/ECC54610.2021.9655099⟩
Communication dans un congrès
hal-03084335
v1
|
|
|
Hybrid Loewner Data Driven ControlIFAC World Congress, 2020, Berlin, Germany. ⟨10.1016/j.ifacol.2020.12.1574⟩
Communication dans un congrès
hal-03094551
v1
|
|
|
Data-driven control design in the Loewner framework: Dealing with stability and noiseEuropean Control Conference 2018, 2018, Limassol, Cyprus
Communication dans un congrès
hal-02099590
v1
|
|
|
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⟩
Communication dans un congrès
hal-01850582
v1
|
|
|
Data-driven stability analysis and enforcement for Loewner Data-Driven ControlWorkshop Intersections between Learning, Control and Optimization (IPAM, UCLA), 2020, Los Angeles, United States
Poster de conférence
hal-03095975
v1
|
|
|
Data-driven control in the frequency-domain: From reference model selection to controller validationEuropean Network of System Identification, 2019, Maastricht, Netherlands
Poster de conférence
hal-03095969
v1
|
|
|
A control application to matching theory: Sensivity minimizationEuropean Network of System Identification, 2018, Cambridge, United Kingdom
Poster de conférence
hal-03095964
v1
|
|
|
Interpolation-based irrational model control design and stability analysisRealization and Model Reduction of Dynamical Systems, 2022, ⟨10.1007/978-3-030-95157-3_19⟩
Chapitre d'ouvrage
hal-03084336
v1
|
|
|
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⟩
Thèse
tel-02437362
v3
|