Simulating transient pore-scale behaviour of platinum degradation in PEM fuel cells using pore network modeling

Limiting the degradation of platinum catalysts in the cathode catalyst layer (CCL) of polymer electrolyte membrane fuel cells remains a critical challenge for commercialization. In this work, a novel transient pore-scale model of platinum degradation was developed using pore network modeling. A two-dimensional artificial image of the CCL was generated to serve as the geometric basis. The modeling technique involved coupling a performance solver that simulated the oxygen reduction reaction with a degradation solver that accounted for platinum dissolution and oxidation reactions. The results reproduce degradation trends such as spatial variations in surface area loss and transient changes in platinum oxide coverage and platinum ion concentration. Crucially, the model has the ability to uncover new microstructural insights, including how constrictions between agglomerates can lead to localized degradation and how longer transport paths correlate with reduced platinum loss. The developed model provides a foundation for optimizing and designing the CCL pore structure to mitigate degradation and enhance fuel cell durability. • A transient 2D pore network model of platinum degradation is developed. • Model provides a pore-scale view of degradation and captures spatial heterogeneities. • Structural features are shown to influence platinum degradation.

Authors

Institutions

Publication Details

Journal
Journal of Power Sources
Published
2025-11-24
DOI
https://doi.org/10.1016/j.jpowsour.2025.238878
Primary Topic
Fuel Cells and Related Materials
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Simulating transient pore-scale behaviour of platinum degradation in PEM fuel cells using pore network modeling

Jeff T. Gostick, Gerard Agravante
Journal of Power Sources
Fuel Cells and Related Materials
article

Simulating transient pore-scale behaviour of platinum degradation in PEM fuel cells using pore network modeling

Jeff T. Gostick, Gerard Agravante
article en

Abstract

Limiting the degradation of platinum catalysts in the cathode catalyst layer (CCL) of polymer electrolyte membrane fuel cells remains a critical challenge for commercialization. In this work, a novel transient pore-scale model of platinum degradation was developed using pore network modeling. A two-dimensional artificial image of the CCL was generated to serve as the geometric basis. The modeling technique involved coupling a performance solver that simulated the oxygen reduction reaction with a degradation solver that accounted for platinum dissolution and oxidation reactions. The results reproduce degradation trends such as spatial variations in surface area loss and transient changes in platinum oxide coverage and platinum ion concentration. Crucially, the model has the ability to uncover new microstructural insights, including how constrictions between agglomerates can lead to localized degradation and how longer transport paths correlate with reduced platinum loss. The developed model provides a foundation for optimizing and designing the CCL pore structure to mitigate degradation and enhance fuel cell durability. • A transient 2D pore network model of platinum degradation is developed. • Model provides a pore-scale view of degradation and captures spatial heterogeneities. • Structural features are shown to influence platinum degradation.

Journal of Power SourcesVol. 663
University of Waterloo (CA)
Openalex Percentile: Top 64%
Fuel Cells and Related Materials
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Simulating transient pore-scale behaviour of platinum degradation in PEM fuel cells using pore network modeling — Jeff T. Gostick, Gerard Agravante · Journal of Power Sources (2025) | TGRS Research Map | TGRS