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BL
Bruno Lacarrière
Bruno Lacarrière, Professor, IMT Atlantique, Lab. GEPEA
74
Documents
Researcher identifiers
bruno-lacarriere
- IdRef : 078096057
-
0000-0003-2827-3126
Presentation
My research activity aims at exploring the different solutions to model the energy systems complexity, taking into account different scales (from energy conversion technologies to interconnected energy distribution networks), different operational objectives (sizing, control), and the diversity of temporal dynamics. Developed modeling tools combined physics-based models and Machine Learning. The optimization strategies explore and combine different solutions going from exact mathematical solutions to meta-heuristics.
The works done are strongly connected to the constraints of practical implementation of proposed solutions as most of the research is done in collaboration with stakeholders of the territorial energy planification (local authorities, energy companies, energy networks operators…). Last, these works include the analysis of data quality impact on modeling and optimization developments thanks to the uncertainty and sensitivity analyses
Research domains
Chemical and Process Engineering
Skills
Energy systems
Multi-energy system (District Heating and Electricity Grid coupling)
Modeling (Physics based, Machine learning, Hybrid modeling)
Optimization (exact mathematical models, (meta)heuristics, nested optimization
Data uncertainty and sensitivity analysis
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Leveraging Neural Networks in a Hybrid Model Predictive control framework for district heating networks37th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, Jun 2024, Rhodes (Rodos) Island, Greece. pp.287-298, ⟨https://doi.org/10.52202/077185-0025⟩
Conference papers
hal-04611500v1
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A fast heuristic algorithm for multi-energy system designECOS 2023: 36th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, Jun 2023, Las Palmas De Gran Canaria, Spain. pp.1432-1443, ⟨10.52202/069564-0130⟩
Conference papers
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Learning the dynamic of clusters of vertices in a graph for District Heating Network simplificationGraph Signal Processing Workshop, 2023, Oxford, United Kingdom
Conference papers
hal-04639756v1
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Optimisation multi-objectifs de systèmes multi-énergies : modèle mathématique et étude de différentes méthodes de linéarisationROADEF 2022 : 23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France
Conference papers
hal-03595359v1
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Impact of Uncertainties in Power Demand Estimation on the Optimal Design of Renewable Energy Sources and Storage SystemsSEGE 2022: IEEE 10th International Conference on Smart Energy Grid Engineering, Aug 2022, Oshawa, Canada. pp.68-73, ⟨10.1109/SEGE55279.2022.9889769⟩
Conference papers
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Optimal Allocation and Sizing of Renewable Energy Sources and Storage Systems to Support Over-Solicited Electricity Grid2022 6th International Conference on Green Energy and Applications (ICGEA), Mar 2022, Singapore, Singapore. pp.14-21, ⟨10.1109/icgea54406.2022.9791941⟩
Conference papers
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Integration and benefits of small-scale anaerobic digestion of urban wastes at distric scaleWaste'Eng 2021, May 2021, Pragues (CZ), Czech Republic
Conference papers
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Multi-objective optimization of the design and operation of multi-energy systems31st European Conference on Operational Research (EURO 2021), Jul 2021, Athens, Greece
Conference papers
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Metamodeling Based Approach for District Heat Network AggregationInternational Conference on Time Series and Forecasting, ITISE 2019, Sep 2019, Grenade, Spain. pp.295-307
Conference papers
emse-02301028v1
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Generation of daily load typology for district heating simulation and optimisation5th International Conference on Smart Energy Systems in Copenhagen, on 10-11 September 2019, Sep 2019, Copenhague, Denmark
Conference papers
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Exergy analysis and thermo-economic optimization of a district heating network with solar- photovoltaic and heat pumpsECOS 2019 - 32nd International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, Jun 2019, Wrocław, Poland
Conference papers
hal-02291269v1
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Dynamic Modeling of Heat Transport in District Heating NetworksECOS 2018 - 31st International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, Jun 2018, Guimaraes, Portugal
Conference papers
hal-01879573v1
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Pseudo-dynamic simulation on a district energy system made of coupling technologiesECOS 2018 : 31st International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, Jun 2018, Guimaraes, Portugal
Conference papers
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Evaluation of the LoRa® technology and assessment of its relevance in optimal district heating managementECOS 2018 - 31st International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, Jun 2018, Guimaraes, Portugal
Conference papers
hal-01879564v1
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The impact of global warming and building renovation measures on district heating networks techno-economic parameters3rd International Conference on Smart Energy Systems and 4th Generation District Heating, Sep 2017, Copenhagen, Denmark
Conference papers
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Technico-economic assessment of thermal energy storage integration with low-temperature district heating.International Conference on Smart Energy Systems and 4th Generation District Heating, Sep 2016, Aalborg, Denmark
Conference papers
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Modelling the effect of the transmitted information quality on the management of 4th Generation district heating2 nd International Conference on Smart Energy Systems and 4 th Generation District, Sep 2016, Aalborg, Denmark
Conference papers
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Feasibility analysis of an electricity, cooling and heating microgrid developed for a University Campus in Lisbon, Portugal using Combined Heat, Cooling and PowerThe 29th international conference on efficiency, cost, optimization, simulation and environmental impact of energy systems, Jun 2016, Portoroz, Slovenia
Conference papers
hal-02570112v1
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Experimental and Exergetic evaluation of Bio-ethanol Catalytic Steam Reforming in a Membrane Reactor12th International Conference on Catalysis in Membrane Reactors (ICCMR12), Jun 2015, Szczecin, Poland
Conference papers
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Dynamic Modeling of Pure Hydrogen Production via Bio-ethanol Steam Reforming in a Catalytic Membrane Reactor28th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, Jun 2015, Pau, France
Conference papers
hal-02873614v1
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Experimental and Modeling study of Catalytic Steam Reforming of Bio-ethanol over Pd-Rh/CeO2 in a Membrane Reactor.7th International Exergy, Energy and Environment Symposium, Apr 2015, Valencienne, France
Conference papers
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Exergy and Energy Evaluation of Bio-ethanol Steam Reforming in a Catalytic Membrane Reactor7th International Exergy, Energy and Environment Symposium, Apr 2015, Valencienne, France
Conference papers
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The impact of climate change and building renovation on heating related CO2 emissions on a neighbourhood levelCISBAT 2015, Sep 2015, Lausanne, Switzerland
Conference papers
hal-02873517v1
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Conceptual Study of the Intregration of Decentralized Solar Heat Generation to a Low-Temperature District Heating Network via Substation Net-MeteringInternational Conference on Smart Energy Systems and 4th Generation District Heating, Aug 2015, Aalborg, Denmark
Conference papers
hal-02873598v1
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Environomic Assessment of Industrial Surplus Heat TransportationInternational Conference on Smart Energy Systems and 4th Generation District Heating, Aug 2015, Aalborg, Denmark
Conference papers
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Support Vector Machine in Prediction of Building Energy Demand Using Pseudo Dynamic ApproachProceedings of ECOS 2015-The 28th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, Jun 2015, Pau, France
Conference papers
hal-01178147v1
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Energetic and exergetic analysis of a low-temperature based district heating substation for low energy buildings.28th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, Jun 2015, Pau, France
Conference papers
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Analyse du recyclage par la méthode émergétiqueCOFRET'14, Apr 2014, Paris, France. pp.1
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hal-00984589v1
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Posters du Séminaire PEPR TASE 202418th Theoretical Aspects of Software Engineering Conference (TASE 2024), Jul 2024, Paris, France. PEPR_TASE
Conference poster
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Learning the dynamic of clusters of vertices in a graph for District Heating Network simplificationGraph Signal Processing workshop 2023, Jun 2023, Oxford, United Kingdom
Conference poster
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