Harmonic Ratio Analysis (HRA) for Online Monitoring of Electrolyzers and Fuel Cell Systems - A Nonlinear Diagnostic Method Complementing Electrochemical Impedance Spectroscopy (EIS)

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.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-23
DOI
https://doi.org/10.5281/zenodo.18743942
Primary Topic
Fuel Cells and Related Materials
Type
article
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article

Harmonic Ratio Analysis (HRA) for Online Monitoring of Electrolyzers and Fuel Cell Systems - A Nonlinear Diagnostic Method Complementing Electrochemical Impedance Spectroscopy (EIS)

Hannes Benecke, Robert Benecke
Zenodo (CERN European Organization for Nuclear Research)
Fuel Cells and Related Materials
article

Harmonic Ratio Analysis (HRA) for Online Monitoring of Electrolyzers and Fuel Cell Systems - A Nonlinear Diagnostic Method Complementing Electrochemical Impedance Spectroscopy (EIS)

Hannes Benecke, Robert Benecke
article en

Abstract

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.

Zenodo (CERN European Organization for Nuclear Research)
Institut für Automation und Kommunikation (DE)
Openalex Percentile: Top 48%
Fuel Cells and Related Materials
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