Romain Bourdais
Présentation
Actuellement Professeur à CentraleSupélec, mes travaux de recherche portent sur la commande prédictive distribuée pour les systèmes hybrides. Mon domaine d'application principal est le management de l'énergie dans les Smart-Grids et le bâtiment.
Publications
Publications
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Contributions à la commande prédictive hiérarchisée et distribuée pour les systèmes complexesAutomatique / Robotique. Université de Rennes 1, 2020 |
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Stabilizing non-discerning control design for discrete-time linear switched systems64th IEEE Conference on Decision and Control, Dec 2025, Rio de Jaineiro, Brazil |
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Willems’ Lemma Reformulations: Which Operators Preserve LTI System Behavior?Conference on Decision and Control, Dec 2025, Rio de Jaineiro, Brazil |
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Stabilizing non-discerning control design for discrete-time linear switched systems3ème congrès Annuel de la SAGIP, SAGIP, May 2025, Mulhouse, France |
Operators that preserve all LTI behaviorsSAGIP 2025 - 3ème congrès annuel de la SAGIP, Société d'Automatique, de Génie Industriel et de Productique (SAGIP), May 2025, Mulhouse, France |
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Analyse qualitative et quantitative de l'impact des nudges sur les courbes de charge et la consommation électriqueSymposium de génie électrique (SGE), Jul 2025, Toulouse, France |
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Stabilizing non-discerning control design for discrete-time linear switched systems3ème congrès annuel de la SAGIP, May 2025, Mulhouse (FR), France |
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Detecting Energy Theft Attacks on an Off-Grid Charging StationEnergySP 2025 - ACM SIGEnergy Workshop on Cybersecurity and Privacy of Energy Systems, Jun 2025, Rotterdam, Netherlands. pp.1-7, ⟨10.1145/3679240.3734650⟩ |
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Archétypes de profils d'occupation dans le résidentiel : entre emploi du temps et consommation énergétiqueConférence Francophone de l'International Building Performance Simulation Association (IPBSA), May 2024, La Rochelle, France |
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A computationally efficient reformulation for Data-Enabled Predictive Control2024 IEEE 63rd Conference on Decision and Control (CDC), Dec 2024, Milan (Italie), France. ⟨10.1109/CDC56724.2024.10885954⟩ |
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Coût énergétique de la qualité de l'air dans les bâtimentsSymposium de Génie Electrique (SGE2023), Jul 2023, Lille, France |
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Vers une classification du parc de bâtiments en potentiel de gain énergétique par pilotage avancé1er congrès annuel de la SAGIP, Jun 2023, Marseille, France |
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Maintaining a relevant dataset for data-driven MPCPremier congrès annuel de SAGIP( Société d’Automatique, de Génie Industriel et de Productique), SAGIP, Jun 2023, Marseille, France |
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Challenges for Control Engineering Curricula Motivating 800 Students via Current Trends in Industry and Research22nd World Congress of the International Federation of Automatic Control (IFAC 2023), Jul 2023, Yokohama, Japan. ⟨10.1016/j.ifacol.2023.10.987⟩ |
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Maintaining a relevant dataset for data-driven MPC using Willems' fundamental lemma extensions2023 62nd IEEE Conference on Decision and Control (CDC), Dec 2023, Singapore, Singapore. pp.2584-2589, ⟨10.1109/CDC49753.2023.10383545⟩ |
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Expectation-Maximization Based Defense Mechanism for Distributed Model Predictive Control9th IFAC Conference on Networked Systems (NecSys22), Jul 2022, Zürich, Switzerland |
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Solar home 2020 : enrichissement du benchmark open source de gestion d'énergie avec entrées incertainesSymposium de Génie Électrique (SGE 2021), Jul 2021, Nantes, France |
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Detection and Mitigation of Corrupted Information in Distributed Model Predictive Control Based on Resource Allocation2021 5th International Conference on Control and Fault-Tolerant Systems (SysTol), Sep 2021, Saint-Raphael, France. pp.329-334, ⟨10.1109/SysTol52990.2021.9595927⟩ |
Stochastic modelled grid outage effect on home Energy Management2020 IEEE Conference on Control Technology and Applications (CCTA), Aug 2020, Montreal, Canada. pp.1080-1085, ⟨10.1109/CCTA41146.2020.9206157⟩ |
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Resilience in energy management system: A study caseIFAC Workshop on Control of Smart Grid and Renewable Energy Systems CSGRES 2019, Jun 2019, JEJU, South Korea. pp.395-400, ⟨10.1016/j.ifacol.2019.08.242⟩ |
Dynamic Reduction of the Iterations Requirement in a Distributed Model Predictive ControlIEEE 58th Conference on Decision and Control (CDC), Dec 2019, Nice, France. ⟨10.1109/CDC40024.2019.9029783⟩ |
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Compromise between Investment and Return on Investment for a Small Building based on Economic Model Predicitive ControlInternational Conference on Advances Power System Automation and Protection, Oct 2019, Xi'an, China |
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Gestion d'énergie avec entrées incertaines : quel algorithme choisir ? Benchmark open source sur une maison solaireSymposium de Génie Electrique (SGE 2018), Université de Lorraine [UL], Jul 2018, Nancy, France |
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Hierarchical Model Predictive Control for Building Energy Management of Hybrid SystemsConference on Analysis and Design of Hybrid Systems ADHS, Jul 2018, Oxford, United Kingdom. pp.235 - 240, ⟨10.1016/j.ifacol.2018.08.040⟩ |
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Dynamic Pricing for Local Energy Management : Towards a Better Integration of Local Production20th IFAC Wolrd Congress, Jul 2017, Toulouse, France. pp.6749-6754, ⟨10.1016/j.ifacol.2017.08.1174⟩ |
Projected Alternating Direction Method of Multipliers for Hybrid SystemsIFAC World Congress, Jul 2017, Toulouse, France. pp.8753-8758 |
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Inter-Layer Interactions in Hierarchical MPC for Building Energy Management SystemsIFAC Wolrd Congress, Jul 2017, Toulouse, France. pp.12533-12538 |
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Mécanisme des prix pour la gestion de l'énergie dans une structure hiérarchiséeJournées Scientifiques 2016, Energie et Radiosciences, Mar 2016, Cesson-Sévigné, France |
Commande prédictive avec Python. Application au pilotage optimal du chauffage d'un bâtimentPyCon-FR 2016, Oct 2016, Rennes, France |
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Structural Identifiability and Identification of Systems under Output Couplings17th IFAC Symposium on System Identification (SYSID 2015), Oct 2015, Pékin, China. pp.1409-1414 |
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Identifiabilité structurelle et identification de systèmes couplés par les sortiesJDMACS 2015, Jun 2015, Bourges, France |
A Distributed Algorithm to Determine Lower and Upper Bounds in Branch and Bound for Hybrid Model Predictive Control54th IEEE Conference on Decision and Control (CDC), Dec 2015, Osaka, Japan. ⟨10.1109/cdc.2015.7402461⟩ |
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Integration of Resource Allocation Coordination and Branch-and-Bound54th IEEE Conference on Decision and Control (CDC), Dec 2015, Osaka, Japan. ⟨10.1109/cdc.2015.7402885⟩ |
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Quasi Min-Max MPC Design for Constrained LPV Systems2014 IEEE Multi-conference on Systems and Control, Oct 2014, Antibes, France. pp.1406-1411 |
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More efficient interpolating controlECC 2014, Jun 2014, Strasbourg, France. pp.2158-2163 |
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Constrained control of discrete-time linear periodic systemACC 2014, Jun 2014, Portland, United States. pp.CD-ROM |
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Improved MPC design for constrained linear periodic systemsECC 2014, Jun 2014, Strasbourg, France. pp.1462-1467 |
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A hybrid predictive control strategy for solar cooling systems in residential buildingsIEEE MSC 2014, Oct 2014, Antibes, France. pp.1996-2002, ⟨10.1109/CCA.2014.6981596⟩ |
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Integration of low level controller constraints in supervisory control of buildings19th IFAC World Congress (2014), Aug 2014, Cape Town, South Africa. pp.12062 - 12067, ⟨10.3182/20140824-6-ZA-1003.00984⟩ |
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Optimal Control of Shading System Using Hybrid Model Predictive ControlECC 2014, Jun 2014, Strasbourg, France. pp.134-139 |
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A building energy management system based on distributed Model Predictive ControlCISBAT 2013, Proceedings Vol. II - Cleantech for Smart Cities and Buildings, Sep 2013, Lausanne, Switzerland. pp.525 - 530 |
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Tractable Predictive Control Strategies For Heating Systems In Buildings13th International Conference of the International Building Performance Simulation Association Conference and Exhibition (IBPSA-2013), Aug 2013, Chambéry, France. pp.1531-1538 |
Management de l'énergie d'un bâtiment par une méthode prédictive hiérarchiséeJD MACS 2013, Jul 2013, Strasbourg, France. pp.CDRom |
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Distributed Model Predictive Control for a Class of Hybrid system based on Lagrangian RelaxationADHS 12, Jun 2012, Eindhoven, Netherlands. 46-51 (6p. CD-ROM) |
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Planification de la consommation énergétique d'un bâtiment par une méthode d'optimisation linéaire distribuéeCIFA2012, Jul 2012, Grenoble, France. pp.551 - 556 |
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Distributed MPC for Multi-zone Temperature Regulation with Coupled Constraints18th IFAC World Congress, Aug 2011, Milan, Italy. CD-ROM - pp.1552-1557 |
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A distributed MPC applied to multisource temperature regulation in buildingsIFAC Workshop on Distributed Estimation and Control in Networked Systems (NECSYS), Sep 2010, Annecy, France. pp.91-96 |
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Commande prédictive distribuée d'un système hybride : l'exemple d'un dispositif de réfrigérationConférence Internationale Francophone d'Automatique, Jun 2010, Nancy, France. CD ROM, 6 p |
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Distributed model predictive control for building temperature regulationAmerican Control Conference 2010, Jun 2010, Baltimore, United States. CD-ROM, 6 p., 3174-3179 |
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A dynamic horizon distributed predictive control approach for temperature regulation in multi-zone buildingsMediterranean Conference on Control and Automation, Jun 2010, Marrakech, Morocco. CD-ROM, 6 p |
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Distributed predictive control for complex hybrid system. The Refrigeration System example.IFAC Large Scale Systems, Jul 2010, Villeneuve D'Ascq, France. CD ROM, 7 p |
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Distributed model predictive control based on Benders' decomposition applied to multisource multizone building temperature regulation49th IEEE Conference on Decision and Control, Dec 2010, Atlanta, United States. pp.3914-3919, ⟨10.1109/CDC.2010.5717092⟩ |
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Commande prédictive distribuée pour la régulation thermique des bâtimentsConférence Internationale Francophone d'Automatique, Jun 2010, Nancy, France. CD-ROM, 6 p |
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Apports de la commande prédictive pour la régulation thermique des bâtimentsSTIC et Environnement 2009, Jun 2009, Calais, France. pp.NC |
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Towards a model-free output tracking of switched nonlinear systems7th IFAC Symposium on Nonlinear Control Systems, NOLCOS 2007, Aug 2007, Pretoria, South Africa, France |
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Expectation-Maximization Based Defense Mechanism for Distributed Model Predictive Control9th IFAC Conference on Networked Systems (NecSys22), Jul 2022, Zürich, Switzerland |
Distributed MPC under coupled constraints based on Dantzig-Wolfe decompositionMaestre, José M.; Negenborn, Rudy R. (Eds.). Distributed Model Predictive Control Made Easy, Springer, pp.101-114, 2013, Intelligent Systems, Control and Automation: Science and Engineering, Vol. 69, ⟨10.1007/978-94-007-7006-5_6⟩ |
Procédé et dispositif de commande d'au moins un dispositif d'occultation d'au moins une ouverture d'une pièce d'un bâtimentN° de brevet: FRA 1256499 FR 06.07.12. 2013 |
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Procédé et dispositif de commande d'au moins un dispositif d'occultation d'au moins une ouverture d'une pièce d'un bâtimentN° de brevet: FRA 1256500 FR 06.07.12. 2013 |
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On feasible solutions with guaranteed suboptimality for Quadratic Programming2022 |
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ϵ Suboptimality Based Early Stop in Dual Decomposition for Model Predictive Control2020 |
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Security of the Distributed Model Predictive Control[Research Report] IETR; CentraleSupélec. 2017 |
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Une contribution à la modélisation et à la commande des systèmes non linéaires à commutationAutomatique / Robotique. Ecole Centrale de Lille, 2007. Français. ⟨NNT : ⟩ |