[HTML][HTML] Application of machine learning in optimizing proton exchange membrane fuel cells: a review

R Ding, S Zhang, Y Chen, Z Rui, K Hua, Y Wu, X Li… - Energy and AI, 2022 - Elsevier
Proton exchange membrane fuel cells (PEMFCs) as energy conversion devices for
hydrogen energy are crucial for achieving an eco-friendly society, but their cost and …

A review of proton exchange membrane fuel cell water management: Membrane electrode assembly

Q Liu, F Lan, J Chen, C Zeng, J Wang - Journal of Power Sources, 2022 - Elsevier
This review concentrated on proton exchange membrane fuel cell (PEMFC) water
management, which introduces the latest research contents and progresses on membrane …

Continuum modeling of porous electrodes for electrochemical synthesis

JC Bui, EW Lees, LM Pant, IV Zenyuk, AT Bell… - Chemical …, 2022 - ACS Publications
Electrochemical synthesis possesses substantial promise to utilize renewable energy
sources to power the conversion of abundant feedstocks to value-added commodity …

New perspectives on fuel cell technology: A brief review

N Sazali, WN Wan Salleh, AS Jamaludin… - Membranes, 2020 - mdpi.com
Energy storage and conversion is a very important link between the steps of energy
production and energy consumption. Traditional fossil fuels are a natural and unsustainable …

Overall design of anode with gradient ordered structure with low iridium loading for proton exchange membrane water electrolysis

S Dong, C Zhang, Z Yue, F Zhang, H Zhao… - Nano Letters, 2022 - ACS Publications
Insufficient catalyst utilization, limited mass transport, and high ohmic resistance of the
conventional membrane electrode assembly (MEA) lead to significant performance losses of …

Research progress of catalyst layer and interlayer interface structures in membrane electrode assembly (MEA) for proton exchange membrane fuel cell (PEMFC) …

M Chen, C Zhao, F Sun, J Fan, H Li, H Wang - ETransportation, 2020 - Elsevier
Stricter requirements for MEA structure have to be met in order to realize the rapid
commercialization and marketization of polymer electrolyte membrane fuel cell (PEMFC) …

Multi-objective optimization of graded catalyst layer to improve performance and current density uniformity of a PEMFC

R Fan, G Chang, Y Xu, J Xu - Energy, 2023 - Elsevier
The optimal use of compositions (platinum and ionomer) in cathode catalyst layers (CCLs) is
essential to enhance the performance and improve the current density uniformity of proton …

Three-dimensional numerical study of a cathode gas diffusion layer with a through/in plane synergetic gradient porosity distribution for PEM fuel cells

Y Wang, X Wang, Y Qin, L Zhang, Y Wang - International Journal of Heat …, 2022 - Elsevier
This study proposes a through-plane (TP) and in-plane (IP) synergetic (SYN) gradient
porosity distribution (GPD) in the cathode gas diffusion layer (CGDL) to enhance the mass …

Advancing green energy solution with the impetus of COVID-19 pandemic

MM Mohideen, S Ramakrishna, S Prabu… - Journal of Energy …, 2021 - Elsevier
The global energy system needs a revolutionary transition from today's fossil fuel to a low
carbon energy system by having deep carbonization in all energy demand sectors …

[HTML][HTML] Numerical investigation of baffle shape effects on performance and mass transfer of proton exchange membrane fuel cell

Y Huang, J Song, X Deng, S Chen, X Zhang, Z Ma… - Energy, 2023 - Elsevier
Flow channels with baffles can enhance the transport of reactants and improve the
performance of proton exchange membrane fuel cell (PEMFC). In this study, five different …