Publications HAL

2024

Journal articles

titre
Topology reduction through machine learning to accelerate dynamic simulation of district heating
auteur
Dubon Rodrigue, Mohamed Tahar Mabrouk, Bastien Pasdeloup, Patrick Meyer, Bruno Lacarrière
article
Energy and AI, 2024, 17, pp.100393. ⟨10.1016/j.egyai.2024.100393⟩
Accès au texte intégral et bibtex
https://hal.science/hal-04745609/file/1-s2.0-S2666546824000594-main.pdf BibTex

Conference papers

titre
Leveraging Neural Networks in a Hybrid Model Predictive control framework for district heating networks
auteur
Dubon Rodrigue, Mohamed Tahar Mabrouk, Bastien Pasdeloup, Patrick Meyer, Bruno Lacarrière
article
37th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, Jun 2024, Rhodes (Rodos) Island, Greece. pp.287-298, ⟨10.52202/077185-0025⟩
Accès au texte intégral et bibtex
https://hal.science/hal-04611500/file/Conference_article_submitted.pdf BibTex

2023

Conference papers

titre
Learning the dynamic of clusters of vertices in a graph for District Heating Network simplification
auteur
Dubon Rodrigue, Mohamed Tahar Mabrouk, Bastien Pasdeloup, Patrick Meyer, Bruno Lacarrière
article
Graph Signal Processing Workshop, 2023, Oxford, United Kingdom
Accès au texte intégral et bibtex
https://imt-atlantique.hal.science/hal-04639756/file/Rodrigue%20et%20al.%20-%20Learning%20the%20dynamic%20of%20clusters%20of%20vertices%20in%20a%20.pdf BibTex

Poster communications

titre
Learning the dynamic of clusters of vertices in a graph for District Heating Network simplification
auteur
Dubon Rodrigue, Mohamed Tahar Mabrouk, Bastien Pasdeloup, Patrick Meyer, Bruno Lacarrière
article
Graph Signal Processing workshop 2023, Jun 2023, Oxford, United Kingdom
Accès au texte intégral et bibtex
https://hal.science/hal-04639200/file/poster_gsp-3.pdf https://hal.science/hal-04639200/file/Conference_GSP_abstract.pdf BibTex