Pauline Kergus
Chargée de recherche - LAPLACE
100%
Libre accès
23
Documents
Affiliations actuelles
- 405644
Identifiants chercheurs
- paulinekergus
- 0000-0001-8601-0813
- Google Scholar : https://scholar.google.fr/citations?user=36GKj_4AAAAJ&hl=fr
- IdRef : 249283379
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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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-03095975v1
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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
Poster de conférence
hal-03095969v1
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A control application to matching theory: Sensivity minimizationEuropean Network of System Identification, 2018, Cambridge, United Kingdom
Poster de conférence
hal-03095964v1
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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⟩
Chapitre d'ouvrage
hal-03084336v1
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Loewner functions for bilinear systems2023
Pré-publication, Document de travail
hal-04281584v1
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Decentralized PI-control and Anti-windup in Resource Sharing Networks2023
Pré-publication, Document de travail
hal-04270492v1
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A Two-Layers Predictive Algorithm for Workplace EV Charging2023
Pré-publication, Document de travail
hal-04172081v1
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Hydraulic Parameter Estimation in District Heating Networks2022
Pré-publication, Document de travail
hal-03862310v1
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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 : ⟩
Thèse
tel-02437362v3
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