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Sensitivity based order reduction of a chemical membrane degradation model for low-temperature proton exchange membrane fuel cells
ID
Kregar, Ambrož
(
Avtor
),
ID
Frühwirt, Philipp
(
Avtor
),
ID
Ritzberger, Daniel
(
Avtor
),
ID
Jakubek, Stefan
(
Avtor
),
ID
Katrašnik, Tomaž
(
Avtor
),
ID
Gescheidt, Georg
(
Avtor
)
PDF - Predstavitvena datoteka,
prenos
(1,26 MB)
MD5: FF0E4A1BAB2B2BE2E645AF54E75770BA
URL - Izvorni URL, za dostop obiščite
https://www.mdpi.com/1996-1073/13/21/5611
Galerija slik
Izvleček
The chemical degradation of the perfluorinated sulfonic acid (PFSA) ion-exchange membrane as a result of an attack from a radical species, originating as a by-product of the oxygen reduction reaction, represents a significant limiting factor in a wider adoption of low-temperature proton exchange membrane fuel cells (LT-PEMFCs). The efficient mathematical modeling of these processes is therefore a crucial step in the further development of proton exchange membrane fuel cells. Starting with an extensive kinetic modeling framework, describing the whole range of chemical processes leading to the membrane degradation, we use the mathematical method of sensitivity analysis to systematically reduce the number of both chemical species and reactions needed to efficiently and accurately describe the chemical degradation of the membrane. The analysis suggests the elimination of chemical reactions among the radical species, which is supported by the physicochemical consideration of the modeled reactions, while the degradation of Nafion backbone can be significantly simplified by lumping several individual species concentrations. The resulting reduced model features only 12 species coupled by 8 chemical reactions, compared to 19 species coupled by 23 reactions in the original model. The time complexity of the model, analyzed on the basis of its stiffness, however, is not significantly improved in the process. Nevertheless, the significant reduction in the model system size and number of parameters represents an important step in the development of a computationally efficient coupled model of various fuel cell degradation processes. Additionally, the demonstrated application of sensitivity analysis method shows a great potential for further use in the optimization of models of operation and degradation of fuel cell components.
Jezik:
Angleški jezik
Ključne besede:
fuel cell
,
chemical membrane degradation
,
perfluorinated sulfonic acid membrane
,
reactive oxygen species
,
modeling
,
sensitivity analysis
,
PEMFC
Vrsta gradiva:
Članek v reviji
Tipologija:
1.01 - Izvirni znanstveni članek
Organizacija:
FS - Fakulteta za strojništvo
Status publikacije:
Objavljeno
Različica publikacije:
Objavljena publikacija
Leto izida:
2020
Št. strani:
15 str.
Številčenje:
Vol. 13, iss. 21, art. 5611
PID:
20.500.12556/RUL-126389
UDK:
519.8:621.352.6(045)
ISSN pri članku:
1996-1073
DOI:
10.3390/en13215611
COBISS.SI-ID:
34573571
Datum objave v RUL:
19.04.2021
Število ogledov:
1069
Število prenosov:
184
Metapodatki:
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Objavi na:
Gradivo je del revije
Naslov:
Energies
Skrajšan naslov:
Energies
Založnik:
Molecular Diversity Preservation International
ISSN:
1996-1073
COBISS.SI-ID:
518046745
Licence
Licenca:
CC BY 4.0, Creative Commons Priznanje avtorstva 4.0 Mednarodna
Povezava:
http://creativecommons.org/licenses/by/4.0/deed.sl
Opis:
To je standardna licenca Creative Commons, ki daje uporabnikom največ možnosti za nadaljnjo uporabo dela, pri čemer morajo navesti avtorja.
Začetek licenciranja:
01.11.2020
Sekundarni jezik
Jezik:
Slovenski jezik
Ključne besede:
gorivna celica
,
PEMFC
,
kemijsko staranje membrane
,
membrana s perfluorirano sulfonsko kislino
,
reaktivne kisikove spojine
,
modeliranje
,
občutljivostna analiza
Projekti
Financer:
ARRS - Agencija za raziskovalno dejavnost Republike Slovenije
Številka projekta:
P2-0401
Naslov:
Energetsko strojništvo
Financer:
Drugi - Drug financer ali več financerjev
Program financ.:
Austrian Research Promotion Agency
Številka projekta:
854867
Akronim:
SoH4PEM
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