Elucidating Parasitic Currents in Proton‐Exchange‐Membrane Electrolytic Cells via Physics‐Based and Data‐Driven Modeling

Elucidating Parasitic Currents in Proton‐Exchange‐Membrane Electrolytic Cells via Physics‐Based and Data‐Driven Modeling

ABSTRACT Proton‐exchange membrane (PEM) water electrolysis is pivotal for green hydrogen production, necessitating accurate predictive models to manage their non‐linearities and expedite commercial deployment. Understanding degradation mechanisms through macro‐scale modeling and uncertainty quantifi...

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Bibliographic Details
Main Authors: Violeta Karyofylli, K. Ashoke Raman, Linus Hammacher, Yannik Danner, Hans Kungl, André Karl, Eva Jodat, Rüdiger‐A. Eichel
Format: Article
Language:English
Published: Wiley-VCH 2025-06-01
Series:Electrochemical Science Advances
Subjects:
data‐driven
degradation
modeling
parasitic current
physics‐based
proton‐exchange membrane
Online Access:https://doi.org/10.1002/elsa.70000
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https://doi.org/10.1002/elsa.70000

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