Machine learning as an online diagnostic tool for proton exchange membrane fuel cells

S Zhou, PR Shearing, DJL Brett, R Jervis - Current Opinion in …, 2022 - Elsevier
Proton exchange membrane fuel cells are considered a promising power supply system with
high efficiency and zero emissions. They typically work within a relatively narrow range of …

Nature-inspired chemical engineering for process intensification

MO Coppens - Annual Review of Chemical and Biomolecular …, 2021 - annualreviews.org
A nature-inspired solution (NIS) methodology is proposed as a systematic platform for
innovation and to inform transformative technology required to address Grand Challenges …

Effect of structure parameters on internal mass transfer and performance of PEMFC with spider-web flow field using multi-physical simulation

S Guo, Y Zhao, C Pan, X Wang, T Xu - International Journal of Hydrogen …, 2023 - Elsevier
Optimizing the flow field structure is an important means to enhance gas transport and
improve the proton exchange membrane fuel cell (PEMFC) performance. Based on the …

A novel cooperative design with optimized flow field on bipolar plates and hybrid wettability gas diffusion layer for proton exchange membrane unitized regenerative …

Z Zhang, M Guo, Z Yu, S Yao, J Wang, D Qiu, L Peng - Energy, 2022 - Elsevier
Proton exchange membrane unitized regenerative fuel cell (PEM-URFC), as a novel
electrochemical device which combines fuel cell (FC) and water electrolyzer (WE), is …

Recent advancements in the synthesis and application of carbon-based catalysts in the ORR

S Macchi, I Denmark, T Le, M Forson, M Bashiru… - Electrochem, 2021 - mdpi.com
Fuel cells are a promising alternative to non-renewable energy production industries such
as petroleum and natural gas. The cathodic oxygen reduction reaction (ORR), which makes …

Fault diagnosis of PEMFC based on the AC voltage response and 1D convolutional neural network

S Zhou, T Tranter, TP Neville, PR Shearing… - Cell Reports Physical …, 2022 - cell.com
Real-time diagnosis is required to ensure the safety, reliability, and durability of the polymer
electrolyte membrane fuel cell (PEMFC) system. Two categories of methods are (1) intrusive …

[PDF][PDF] Recent Advancements in the Synthesis and Application of Carbon-Based Catalysts in the ORR. Electrochem 2022, 3, 1–27

S Macchi, I Denmark, T Le, M Forson, M Bashiru… - 2021 - academia.edu
Fuel cells are a promising alternative to non-renewable energy production industries such
as petroleum and natural gas. The cathodic oxygen reduction reaction (ORR), which makes …