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Bruno Lacarrière

Bruno Lacarrière Professeur IMT Atlantique Laboratoire GEPEA UMR CNRS 6144
3
Documents
Identifiants chercheurs

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

"jerome-fournier"
"olivier-le-corre"

Modeling the long-term effect of climate change on building heat demand: Case study on a district level

 I. Andrić , N. Gomes , A. Pina , P. Ferrão , J. Fournier
Energy and Buildings, 2016, 126, pp.77 - 93. ⟨10.1016/j.enbuild.2016.04.082⟩
Article dans une revue hal-01525699v1

The impact of global warming and building renovation measures on district heating networks techno-economic parameters

 Ivan Andrić , J. Fournier , A. Pina , P. Ferrão , Bruno Lacarrière
3rd International Conference on Smart Energy Systems and 4th Generation District Heating, Sep 2017, Copenhagen, Denmark
Communication dans un congrès hal-02873482v1
Image document

The impact of climate change and building renovation on heating related CO2 emissions on a neighbourhood level

 I. Andrić , Carlos Silva , A. Pina , P. Ferrão , J. Fournier
CISBAT 2015, Sep 2015, Lausanne, Switzerland
Communication dans un congrès hal-02873517v1