Multiscale modeling of proton exchange membrane fuel cells by coupling pore-scale models of the catalyst layers and cell-scale models

R Zhang, P He, F Bai, L Chen… - International Journal of …, 2021 - Taylor & Francis
Multi-scale modeling of proton exchange membrane fuel cell by coupling finite volume
method and lattice Boltzmann method. International Journal of Heat and Mass Transfer 63:268–83…

[HTML][HTML] A comprehensive three-dimensional model coupling channel multi-phase flow and electrochemical reactions in proton exchange membrane fuel cell

G Zhang, L Wu, Z Qin, J Wu, F Xi, G Mou… - Advances in Applied …, 2021 - Elsevier
… energy conversion device, proton exchange membrane (PEM) fuel cell will play great …
gas flow channel and the electrochemical activities in the electrodes in PEM fuel cell modeling

Multi-phase models for water and thermal management of proton exchange membrane fuel cell: A review

G Zhang, K Jiao - Journal of Power Sources, 2018 - Elsevier
coupling difficulties and computation amount, it is still impractical to develop a PEM fuel cell
model including detailed gas … ] developed a model coupling the FVM (finite-volume method) …

Active multi-scale modeling and gas permeability study of porous metal fiber sintered felt for proton exchange membrane fuel cells

ZJ Xu, QH Wang, S Yang, JR Li - international journal of hydrogen energy, 2016 - Elsevier
… its components, involving coupled fluid flow, mass … volumetric mesh of the flow domain is
generated by ICEM; the flow field governing equations are solved by the finite volume method

Large-scale physically accurate modelling of real proton exchange membrane fuel cell with deep learning

YD Wang, Q Meyer, K Tang, JE McClure… - Nature …, 2023 - nature.com
… This generalisable approach unveils multi-scale water … using either the Finite Volume Method
with the Volume of Fluid 49,… methodology uses a 3D SRCNN 20 structure with a coupled

Performance and degradation of Proton Exchange Membrane Fuel Cells: State of the art in modeling from atomistic to system scale

T Jahnke, G Futter, A Latz, T Malkow… - Journal of Power …, 2016 - Elsevier
Proton Exchange Membrane Fuel Cells (PEMFC) are energy efficient and environmentally
… part with a section on the coupling between performance and degradation models (Sec. 3.5)…

[HTML][HTML] Multi-domain and Multi-scale model of a fuel cell electric vehicle to predict the effect of the operating conditions and component sizing on fuel cell degradation

D Rašić, T Katrašnik - Energy Conversion and Management, 2022 - Elsevier
… and multi-scale model of a fuel cell electric vehicle that is capable of modelling the coupled
Proton exchange membrane fuel cell (PEMFC) technology is a viable solution for tank-to-…

Perspective—mesoscale physics in the catalyst layer of proton exchange membrane fuel cells

JB Grunewald, AN Mistry, A Verma… - Journal of The …, 2019 - iopscience.iop.org
… The multi-scale and multi-physics nature of electrochemical … The two are in some sense
coupled as representing complex … inherent conservativeness, 25 Finite Volume Method (FVM) is …

Pore-scale and multiscale study of effects of Pt degradation on reactive transport processes in proton exchange membrane fuel cells

R Zhang, T Min, L Chen, Q Kang, YL He, WQ Tao - Applied Energy, 2019 - Elsevier
… -scale simulation is a useful tool for understanding coupled mechanisms … In Section 5, a
multi-scale simulation strategy is further … equation is solved using finite volume method. After the …

Modeling and Simulation of Membrane Electrode Material Structure for Proton Exchange Membrane Fuel Cells

Y Chen, Y Liu, Y Xu, X Guo, Y Cao, W Ming - Coatings, 2022 - mdpi.com
Proton exchange membrane fuel cells are mainly composed of end plates, flow field plates,
membrane … when coupled to other layers to investigate further their hidden phenomena. …