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Optimization of transports in the Gas Diffusion Layers of Proton Exchange Membrane Fuel Cells: Artificia


Thesis topic details

General information

Organisation

The French Alternative Energies and Atomic Energy Commission (CEA) is a key player in research, development and innovation in four main areas :
• defence and security,
• nuclear energy (fission and fusion),
• technological research for industry,
• fundamental research in the physical sciences and life sciences.

Drawing on its widely acknowledged expertise, and thanks to its 16000 technicians, engineers, researchers and staff, the CEA actively participates in collaborative projects with a large number of academic and industrial partners.

The CEA is established in ten centers spread throughout France
  

Reference

SL-DES-25-0800  

Thesis topic details

Category

Engineering science

Thesis topics

Optimization of transports in the Gas Diffusion Layers of Proton Exchange Membrane Fuel Cells: Artificial Intelligent as a support to define optimal porous structures and usage

Contract

Thèse

Job description

The design and manufacturing of innovative materials with required properties is a key objective for developing advanced technologies in the field of energy, such as Hydrogen and Alcaline fuel cells and Electrolysers. These improvements will contribute to propose even more attractive low-carbon electrical energy systems, with reduced pollution and green-house effects.
This thesis focuses on the Gas Diffusion Layer (GDL) which plays a crucial role on the performance and durability of Proton Exchange Membrane Fuel Cell (PEMFC).
Your main aim will be to set-up a numerical approach so as to propose improved porous structures to optimize the different transports inside a GDL, for given targets and constraints. To do so, you will make the bridge between advanced modeling of (electrical, heat, liquid, gas) transports in 3D porous media and artificial intelligence. You will then analyze the influence of the operating conditions on such optimal structures and propose design recommendations.
This work will be conducted in close relationship between world-renowned scientific actors : the fuel cells and the modelling teams of CEA/LITEN (Grenoble), the specialists of transports in porous media at CNRS/IMFT (Toulouse), and the specialists of GDL, modeling and AI at FZJ (Juelich, https://www.fz-juelich.de/en).
Scientific publications are expected and patents could also be proposed.

University / doctoral school

Ingénierie - Matériaux - Environnement - Energétique - Procédés - Production (IMEP2)
Université Grenoble Alpes

Thesis topic location

Site

Grenoble

Requester

Position start date

01/11/2025

Person to be contacted by the applicant

PAUCHET Joel joel.pauchet@cea.fr
CEA
DES/DEHT//LMEA
CEA Grenoble
17 rue des Martyrs
38054 CEA/Grenoble, France
04 38 78 52 96

Tutor / Responsible thesis director

PAUCHET Joel joel.pauchet@cea.fr
CEA
DES/DEHT//LMEA
CEA Grenoble
17 rue des Martyrs
38054 CEA/Grenoble, France
04 38 78 52 96

En savoir plus


https://liten.cea.fr/cea-tech/liten