- 4
BL
Bruno Lacarrière
Bruno Lacarrière
Professeur IMT Atlantique
Laboratoire GEPEA UMR CNRS 6144
4
Documents
Identifiants chercheurs
bruno-lacarriere- IdRef : 078096057
-
0000-0003-2827-3126
Présentation
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
Domaines de recherche
Génie des procédés
Compétences
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
Publications
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 4
- 4
- 4
- 3
- 1
- 4
- 4
- 1
- 2
- 1
- 1
|
|
Handling Non-Linearities in Modelling the Optimal Design and Operation of a Multi-Energy SystemMathematics , 2023, 11 (4855), ⟨10.3390/math11234855⟩
Article dans une revue
hal-04319803v1
|
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⟩
Communication dans un congrès
hal-04223359v1
|
|
|
|
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
Communication dans un congrès
hal-03595359v1
|
Multi-objective optimization of the design and operation of multi-energy systems31st European Conference on Operational Research (EURO 2021), Jul 2021, Athens, Greece
Communication dans un congrès
hal-03376386v1
|