Harmonic Ratio Analysis (HRA) for Online Monitoring of Electrolyzers and Fuel Cell Systems - A Nonlinear Diagnostic Method Complementing Electrochemical Impedance Spectroscopy (EIS)
Authors/Creators
- 1. SIVONIC GmbH, Magdeburg-Barleben, Germany
Description
Harmonic Ratio Analysis (HRA) is a nonlinear electrochemical diagnostic method for online condition monitoring of electrolyzers and fuel cell systems at cell and stack level. The method evaluates selected harmonic ratios derived from low-frequency multi-frequency modulation of the operating point and provides robust trend-based indicators of asymmetric transport-related and symmetric kinetic nonlinearities.
This technical note describes the measurement principle, harmonic ratio definitions, multi-frequency evaluation strategy, quality chain including SNR gating and persistence criteria, and practical implementation aspects for laboratory testing, industrial stack monitoring, and controller integration. The method is designed as a complementary approach to electrochemical impedance spectroscopy (EIS) for field-robust nonlinear diagnostics.
Files
HRA_Technical_Note_SIVONIC_2026_DOI_10-5281-zenodo-18743943.pdf
Files
(262.6 kB)
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Additional details
Dates
- Copyrighted
-
2026-02-23