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Coupled thickness optimization of PEM, CL, and GDL in Two-Phase PEMFCs using OpenFOAM-Based 3D CFD and Sensitivity-Guided ANN–GA surrogate modeling

Proton exchange membrane fuel cell (PEMFC) performance is governed by tightly coupled electrochemical reactions and multi-phase transport processes occurring within the membrane electrode assembly (MEA). In particular, the thicknesses of the proton exchange membrane (PEM), catalyst layer (CL), and g...

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Principais autores: Chayanid Seanglumlert, Arom Boekfah, Panit Kamma, Kittipos Loksupapaiboon, Weerachai Chaiworapuek, Wonsiri Punurai, Machimontorn Promtong, Chakrit Suvanjumrat
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2026-05-01
coleção:Energy Conversion and Management: X
Assuntos:
Artificial neural network
Genetic algorithm
OpenFOAM
Proton exchange membrane fuel cell
Surrogate modelling
Two-phase CFD
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S2590174526003958
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