Thermodynamically consistent reduced dimensionality electrochemical model for proton exchange membrane fuel cell performance modelling and control

Kravos, Andraž (author), Ritzberger, Daniel (author), Tavčar, Gregor (author), Hametner, Christoph (author), Jakubek, Stefan (author), Katrašnik, Tomaž (author)

The reduction and prevention of degradation effects of proton exchange membrane fuel cells calls for precise on-line monitoring and control tools such as coupled virtual observers. To present significant progress in the area of computationally fast electrochemical models used in observer applications, this paper provides the derivation of a zero-dimensional thermodynamically consistent electrochemical model for proton exchange membrane fuel cells performance modelling and control. The model is further extended to accommodate the transport of gaseous species along the channel and through gas diffusion layer, yielding a quasi-one-dimensional electrochemical model. In addition, the presented work features the determination of an optimal set of calibration parameters proposed and based on mathematical and physical rationale, which is further supported with parameter sensitivity analysis. Multiple validation steps against polarisation curves at different operational points confirm the capability of the newly developed model to replicate experimental data. Furthermore, investigation in models generalisation capabilities shows that the model exhibits very good extrapolation capabilities for operation points outside the calibrated variation space of parameters. Additionally, the newly developed model can be successfully parametrised with little effort on a small calibration data set. These features position the proposed modelling framework as a beyond state-of-the-art model for virtual observers.

• Language: English
• Keywords: PEM fuel cells, electrochemical models, performance modelling, reduced dimensionality models, parameter sensitivity, observers
• Work type: Article
• Typology: 1.01 - Original Scientific Article
• Organization: FS - Faculty of Mechanical Engineering
• Publication status: Published
• Publication version: Version of Record
• Year: 2020
• Number of pages: 16 str.
• Numbering: Vol. 454, art. 227930
• PID: 20.500.12556/RUL-114810
• UDC: 621.35(045)
• ISSN on article: 0378-7753
• DOI: 10.1016/j.jpowsour.2020.227930
• COBISS.SI-ID: 17079835
• Publication date in RUL: 13.03.2020

KRAVOS, Andraž, RITZBERGER, Daniel, TAVČAR, Gregor, HAMETNER, Christoph, JAKUBEK, Stefan and KATRAŠNIK, Tomaž, 2020, Thermodynamically consistent reduced dimensionality electrochemical model for proton exchange membrane fuel cell performance modelling and control. Journal of power sources [online]. 2020. Vol. 454, no. 227930. [Accessed 31 March 2025]. DOI 10.1016/j.jpowsour.2020.227930. Retrieved from: https://repozitorij.uni-lj.si/IzpisGradiva.php?lang=eng&id=114810

Record is a part of a journal

• Title: Journal of power sources
• Shortened title: J. power sources
• Publisher: Elsevier
• ISSN: 0378-7753
• COBISS.SI-ID: 25782784

Licences

• License: CC BY-NC-ND 4.0, Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
• Link: http://creativecommons.org/licenses/by-nc-nd/4.0/
• Description: The most restrictive Creative Commons license. This only allows people to download and share the work for no commercial gain and for no other purposes.

Secondary language

• Language: Slovenian
• Keywords: PEM gorivne celice, elektrokemični modeli, modeliranje zmogljivosti, modeli z zmanjšano dimenzionalnostjo, občutljivostna analiza parametrov, virtualna tipala