Catalyst Development for High‐Temperature Polymer Electrolyte Membrane Fuel Cell (HT‐PEMFC) Applications

N Seselj, SM Alfaro, E Bompolaki… - Advanced …, 2023 - Wiley Online Library
A constant increase in global emission standard is causing fuel cell (FC) technology to gain
importance. Over the last two decades, a great deal of research has been focused on …

Powering the future: progress and hurdles in develo** proton exchange membrane fuel cell components to achieve department of energy goals—a systematic …

DK Madheswaran, M Thangamuthu, S Gnanasekaran… - Sustainability, 2023 - mdpi.com
This comprehensive review explores recent developments in Proton Exchange Membrane
Fuel Cells (PEMFCs) and evaluates their alignment with the ambitious targets established …

A performance degradation prediction model for PEMFC based on bi-directional long short-term memory and multi-head self-attention mechanism

C Jia, H He, J Zhou, K Li, J Li, Z Wei - International Journal of Hydrogen …, 2024 - Elsevier
Proton exchange membrane fuel cell (PEMFC) is a highly promising renewable energy
conversion technology. However, durability issues have hindered their large-scale …

A deep learning method based on CNN-BiGRU and attention mechanism for proton exchange membrane fuel cell performance degradation prediction

J Zhou, X Shu, J Zhang, F Yi, C Jia, C Zhang… - International Journal of …, 2024 - Elsevier
The performance of proton exchange membrane fuel cells (PEMFCs) will gradually
deteriorate during long-term operation. Accurate performance degradation prediction is …

Proton exchange membrane fuel cell model parameters identification using Chaotically based-bonobo optimizer

A Fathy, H Rezk, AG Alharbi, D Yousri - Energy, 2023 - Elsevier
Proton exchange membrane fuel cells (PEMFCs) have been considered the focus of study
for energy conversion in various fields including the automobile sector. Nevertheless …

[HTML][HTML] Deep learning-based state-of-health estimation of proton-exchange membrane fuel cells under dynamic operation conditions

Y Zhang, X Tang, S Xu, C Sun - Sensors, 2024 - mdpi.com
Proton-exchange membrane fuel cells (PEMFCs) play a crucial role in the transition to
sustainable energy systems. Accurately estimating the state of health (SOH) of PEMFCs …

Microwave heating of biomass waste residues for sustainable bioenergy and biomass materials preparation: A parametric simulation study

B Li, X Fan, S Yu, H **a, Y Nong, J Bian, M Sun, W Zi - Energy, 2023 - Elsevier
Sustainable bioenergy and biomass materials preparation from biomass waste residues
using microwave heating has attracted widespread attention. However, the microwave …

Investigation of nonlinear accelerated degradation mechanism in fuel cell stack under dynamic driving cycles from polarization processes

X Zhang, L Huang, Y Jiang, L Lin, H Liao, W Liu - Applied Energy, 2024 - Elsevier
The nonlinear accelerated degradation severely limits the lifetime of fuel cells. This paper
presents a comprehensive analysis of polarization processes during accelerated …

Segmentation of two-phase flow X-ray tomography images to determine contact angle using deep autoencoders

J Siavashi, M Mahdaviara, MJ Shojaei, M Sharifi… - Energy, 2024 - Elsevier
This study improves the characterization of in situ contact angles in porous media by
employing deep learning techniques (SegNet, UNet, ResNet, and UResNet) for multiphase …

Performance degradation prediction method of PEM fuel cells using bidirectional long short-term memory neural network based on Bayesian optimization

D Chen, W Wu, K Chang, Y Li, P Pei, X Xu - Energy, 2023 - Elsevier
Proton exchange membrane (PEM) fuel cell is the core equipment that can directly convert
hydrogen energy into electricity. In the process of long-term operation, due to the aging of …