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Modeling and Experimental Diagnostics in Polymer Electrolyte Fuel Cells
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This paper presents a fit between model and experiment for well‐humidified polymer electrolyte fuel cells operated to maximum current density with a range of cathode gas compositions. The model considers, in detail, losses caused by: ( i ) interfacial kinetics at the Pt/ionomer interface, ( ii ) gas‐transport and ionic‐conductivity limitations in the catalyst layer, and ( iii ) gas‐transport limitations in the cathode backing. Our experimental data were collected with cells that utilized thin‐film catalyst layers bonded directly to the membrane, and a separate catalyst‐free hydrophobic backing layer. This structure allows a clearer resolution of the processes taking place in each of these distinguishable parts of the cathode. In our final comparison of model predictions with the experimental data, we stress the simultaneous fit of a family of complete polarization curves obtained for gas compositions ranging from 5 atm to a mixture of 5% in , employing in each case the same model parameters for interfacial kinetics, catalyst‐layer transport, and backing‐layer transport. This approach allowed us to evaluate losses in the cathode backing and in the cathode catalyst layer, and thus identify the improvements required to enhance the performance of air cathodes in polymer electrolyte fuel cells. Finally, we show that effects of graded depletion in oxygen along the gas flow channel can be accurately modeled using a uniform effective oxygen concentration in the flow channel, equal to the average of inlet and exit concentrations. This approach has enabled simplified and accurate consideration of oxygen utilization effects.
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“A number of empirical sorption isotherms have been established experimentally based on measurements on Nafion 1100 [39,51,52,53,54].”
From Modelling the Proton-Conductive Membrane in Practical Polymer Electrolyte Membrane Fuel Cell (PEMFC) Simulation: A Review (2020) · cites this paper as [51]
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Yao, K. Z., Karan, K., McAuley, K. B., Oosthuizen, P. H., Peppley, B. A., & Xie, T. (2004) · Fuel Cells · doi:10.1002/fuce.200300004 · Cited by 115
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Bevers, D., WO¨HR, M., Yasuda, K., & Oguro, K. (1997) · Journal of Applied Electrochemistry · doi:10.1023/a:1018488021355 · Cited by 112
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Min, C., He, Y. L., Liu, X. L., Yin, B. H., Jiang, W., & Tao, W. (2006) · Journal of Power Sources · doi:10.1016/j.jpowsour.2006.01.080 · Cited by 106
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Analysis of performance and of water and thermal management in proton exchange membrane fuel cells
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Um, S., & Wang, C.-Y. (2006) · Journal of Power Sources · doi:10.1016/j.jpowsour.2005.05.095 · Cited by 98
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Marr, C., & Li, X. (1998) · ARI · doi:10.1007/s007770050014 · Cited by 78
Havránek, A., & Wippermann, K. (2004) · Journal of Electroanalytical Chemistry · doi:10.1016/j.jelechem.2003.12.047 · Cited by 78
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Metadata
- Authors
- Springer, T. E., Wilson, M. S., & Gottesfeld, S.
- Affiliations
- Los Alamos National Laboratory (US)
- Venue
- Journal of The Electrochemical Society
- Publisher
- The Electrochemical Society
- Published
- 1993-12-01
- Volume
- 140
- Issue
- 12
- Pages
- 3513-3526
- ISSN
- 0013-4651 (ISSN-L)
- 1945-7111
- OpenAlex
- W2064503430
- Cited by
- 581
- References
- 0
- Citations by year
- 2026: 4 · 2025: 7 · 2024: 8 · 2023: 3 · 2022: 11 · 2021: 10 · 2020: 14 · 2019: 9 · 2018: 9 · 2017: 18 · 2016: 15 · 2015: 6 · 2014: 12 · 2013: 12 · 2012: 19
- FWCI
- 3.96
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Journal of The Electrochemical Society (publishedVersion)
- Funders
- U.S. Department of Energy
- Los Alamos National Laboratory
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Fuel Cells and Related Materials
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Electrocatalysts for Energy Conversion
- Physical Sciences › Materials Science › Materials Chemistry › Advancements in Solid Oxide Fuel Cells
- Keywords
- proton exchange membrane fuel cells, polarization curves, interfacial kinetics, ionic conductivity, oxygen depletion, oxygen utilization, model-experiment comparison, air cathode
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