Computational techniques based on artificial intelligence for extracting optimal parameters of PEMFCs: Survey and insights

H Ashraf, SO Abdellatif, MM Elkholy… - … Methods in Engineering, 2022 - Springer
For the sake of precise simulation, and proper controlling of the performance of the proton
exchange membrane fuel cells (PEMFCs) generating systems, robust and neat …

Multi-sub-inlets at cathode flow-field plate for current density homogenization and enhancement of PEM fuel cells in low relative humidity

Y Wang, H Xu, X Wang, Y Gao, X Su, Y Qin… - Energy conversion and …, 2022 - Elsevier
Multi-sub-inlets are proposed at the cathode flow-field plate (FFP) of a polymer electrolyte
membrane (PEM) fuel cell to improve the current density homogeneity and overall cell …

Cathode side transport phenomena investigation and Multi-Objective optimization of a tapered parallel flow field PEMFC

M Ghasabehi, A Jabbary, M Shams - Energy conversion and management, 2022 - Elsevier
Abstract A Proton Exchange Membrane Fuel Cell (PEMFC) provides stable, emission-free,
high-efficiency power. Water management and durability of PEMFCs are directly affected by …

Modelling of fuel cells and related energy conversion systems

I Rossetti - ChemEngineering, 2022 - mdpi.com
Heat and power cogeneration plants based on fuel cells are interesting systems for energy-
conversion at low environmental impact. Various fuel cells have been proposed, of which …

Parameter extraction of PEMFC via Bayesian regularization neural network based meta-heuristic algorithms

B Yang, D Li, C Zeng, Y Chen, Z Guo, J Wang, H Shu… - Energy, 2021 - Elsevier
It is essential to establish an accurate model for precise and reliable evaluation of the
characteristics of proton exchange membrane fuel cell (PEMFC). However, the inherent …

Optimal parameters extracting of fuel cell based on Gorilla Troops Optimizer

M Abd Elaziz, L Abualigah, M Issa, AA Abd El-Latif - Fuel, 2023 - Elsevier
Proton exchange membrane fuel cell (PEMFC) designs include multiple variable quantities
with various nonlinear factors, which must be determined precisely to guarantee reliable …

Efficient PEM fuel cells parameters identification using hybrid artificial bee colony differential evolution optimizer

O Hachana, AA El-Fergany - Energy, 2022 - Elsevier
On the bases of meta-heuristic optimizers and experimental datasets, the parameter
extraction of the proton exchange membrane fuel cells (PEMFCs) model to reach accurate …

Investigation of transport-reaction dynamics and local/global entropy production in topology optimization of two-species reaction-diffusion systems

M Alizadeh, P Charoen-amornkitt, T Suzuki… - Chemical Engineering …, 2023 - Elsevier
There is a growing body of research on the enhancement of porous reactors through the
modification of their structures. So far, however, there has been little elucidation on how …

[HTML][HTML] Multi-objective optimization of a double tapered flow field Proton Exchange Membrane Fuel cell

E Farokhi, M Ghasabehi, M Shams - Energy Reports, 2023 - Elsevier
Flow fields are essential in Proton Exchange Membrane Fuel Cell (PEMFC) performance.
Appropriate in-plane tapering in the main channels width of parallel flow fields enhances …

The optimization of an innovative interdigitated flow field proton exchange membrane fuel cell by using artificial intelligence

MR Asadi, M Ghasabehi, S Ghanbari, M Shams - Energy, 2024 - Elsevier
A suitable flow field is vital for the efficient performance of proton exchange membrane fuel
cells. This study proposes an innovative interdigitated flow field configuration to enhance …