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https://doi.org/10.21256/zhaw-17089| Publication type: | Article in scientific journal |
| Type of review: | Peer review (publication) |
| Title: | Experimental parameter uncertainty in proton exchange membrane fuel cell modeling - part II : sensitivity analysis and importance ranking |
| Authors: | Vetter, Roman Schumacher, Jürgen O. |
| DOI: | 10.1016/j.jpowsour.2019.04.057 10.21256/zhaw-17089 |
| Published in: | Journal of Power Sources |
| Volume(Issue): | 439 |
| Page(s): | 126529 |
| Issue Date: | 1-Nov-2019 |
| Publisher / Ed. Institution: | Elsevier |
| ISSN: | 0378-7753 1873-2755 |
| Other identifiers: | arXiv:1811.10093 |
| Language: | English |
| Subjects: | physics.app-ph |
| Subject (DDC): | 621.3: Electrical, communications, control engineering |
| Abstract: | Numerical modeling of proton exchange membrane fuel cells is at the verge of becoming predictive. A crucial requisite for this, though, is that material properties of the membrane-electrode assembly and their functional dependence on the conditions of operation are known with high precision. In this bipartite paper series we determine the most critical transport parameters for which accurate experimental characterization is required in order to enable the simulation of fuel cell operation with sufficient confidence from small to large current densities. In Part II, we employ the two-phase model developed in Part I to carry out extensive forward uncertainty propagation analyses. These include the study of local parameter sensitivity in the vicinity of a baseline parameter set, and a global sensitivity analysis in which a broad range of operating conditions and material properties is covered. A comprehensive ranking list of model parameters is presented, sorted by impact on predicted fuel cell properties such as the current-voltage characteristics and water balance. The top five in this list are, in this order: The membrane hydration isotherm, the electro-osmotic drag coefficient, the membrane thickness, the water diffusivity in the ionomer and its ionic conductivity. |
| URI: | https://digitalcollection.zhaw.ch/handle/11475/17089 |
| Fulltext version: | Accepted version |
| License (according to publishing contract): | CC BY-NC-ND 4.0: Attribution - Non commercial - No derivatives 4.0 International |
| Restricted until: | 2021-05-03 |
| Departement: | School of Engineering |
| Organisational Unit: | Institute of Computational Physics (ICP) |
| Published as part of the ZHAW project: | SCCER-Mobility |
| Appears in collections: | Publikationen School of Engineering |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| 2019_Vetter_Experimental-parameter-uncertainty-part-II.pdf | accepted Version | 2.36 MB | Adobe PDF |  View/Open |
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Vetter, R., & Schumacher, J. O. (2019). Experimental parameter uncertainty in proton exchange membrane fuel cell modeling - part II : sensitivity analysis and importance ranking. Journal of Power Sources, 439, 126529. https://doi.org/10.1016/j.jpowsour.2019.04.057
Vetter, R. and Schumacher, J.O. (2019) ‘Experimental parameter uncertainty in proton exchange membrane fuel cell modeling - part II : sensitivity analysis and importance ranking’, Journal of Power Sources, 439, p. 126529. Available at: https://doi.org/10.1016/j.jpowsour.2019.04.057.
R. Vetter and J. O. Schumacher, “Experimental parameter uncertainty in proton exchange membrane fuel cell modeling - part II : sensitivity analysis and importance ranking,” Journal of Power Sources, vol. 439, p. 126529, Nov. 2019, doi: 10.1016/j.jpowsour.2019.04.057.
VETTER, Roman und Jürgen O. SCHUMACHER, 2019. Experimental parameter uncertainty in proton exchange membrane fuel cell modeling - part II : sensitivity analysis and importance ranking. Journal of Power Sources. 1 November 2019. Bd. 439, S. 126529. DOI 10.1016/j.jpowsour.2019.04.057
Vetter, Roman, and Jürgen O. Schumacher. 2019. “Experimental Parameter Uncertainty in Proton Exchange Membrane Fuel Cell Modeling - Part II : Sensitivity Analysis and Importance Ranking.” Journal of Power Sources 439 (November): 126529. https://doi.org/10.1016/j.jpowsour.2019.04.057.
Vetter, Roman, and Jürgen O. Schumacher. “Experimental Parameter Uncertainty in Proton Exchange Membrane Fuel Cell Modeling - Part II : Sensitivity Analysis and Importance Ranking.” Journal of Power Sources, vol. 439, Nov. 2019, p. 126529, https://doi.org/10.1016/j.jpowsour.2019.04.057.
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