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Design of a Fuel Cell Test System with Fault Identification.
- Source :
- Electronics (2079-9292); Aug2023, Vol. 12 Issue 15, p3365, 16p
- Publication Year :
- 2023
-
Abstract
- With the growing concerns over the energy crisis and environmental pollution, fuel cells have attracted increasing attention. Proton exchange membrane fuel cells (PEMFCs) have promising prospects due to their economic efficiency, low noise, and minimal environmental pollution. However, the existing commercial testing systems for PEMFCs suffer from limited functionalities and lack of scalability. In this study, we propose the design of a testing platform specifically tailored for water-cooled PEMFCs with a power greater than 1 kW. The functionality of the testing platform is verified through static and dynamic testing, demonstrating its compliance with the required standards. Furthermore, a fault diagnosis model for fuel cell stacks is developed based on the back-propagation (BP) neural network, achieving an overall accuracy rate of over 95% for fault classification. [ABSTRACT FROM AUTHOR]
- Subjects :
- TEST systems
FUEL cells
SYSTEM identification
FAULT diagnosis
DYNAMIC testing
Subjects
Details
- Language :
- English
- ISSN :
- 20799292
- Volume :
- 12
- Issue :
- 15
- Database :
- Complementary Index
- Journal :
- Electronics (2079-9292)
- Publication Type :
- Academic Journal
- Accession number :
- 169909304
- Full Text :
- https://doi.org/10.3390/electronics12153365