Litcius/Paper detail

Analysis of the DRT as Evaluation Tool for EIS Data Analysis

Markus Nohl, Gaurav Raut, Stephanie E. Wolf, Tobias Duyster, Lucy Dittrich, Izaak C. Vinke, Rüdiger‐A. Eichel, L.G.J. de Haart

2021ECS Transactions21 citationsDOI

Abstract

The Distribution of Relaxation Times (DRT) is an important analytical tool that is capable of giving initial information from Electrochemical Impedance Spectra (EIS) with respect to the number of relaxation processes occurring in the system and their corresponding relaxation frequencies. The DRT transformation with the Tikhonov regularization is used for analysis of EIS data obtained from the characterization Solid Oxide Fuel and Electrolysis Cells (SOFC/SOEC) operating at high temperatures. The effects of this transformation together with occurring pitfalls on the most commonly implemented circuit elements used to describe EIS data was investigated to gain a better understanding. The behavior of the DRT transformation as a function of the individual circuit elements is reported, the regularization parameter λ is taken as a sweep parameter to investigate its influence and optimal ranges for the selection of λ are presented.

Topics & Concepts

Tikhonov regularizationTransformation (genetics)Regularization (linguistics)Electrical impedanceElectrolysisOxideEquivalent circuitRelaxation (psychology)Computer scienceMaterials scienceAlgorithmMathematicsChemistryMathematical analysisElectrical engineeringEngineeringInverse problemGeneElectrodeElectrolyteVoltageBiochemistryPsychologySocial psychologyMetallurgyPhysical chemistryArtificial intelligenceAdvancements in Solid Oxide Fuel CellsFuel Cells and Related MaterialsFault Detection and Control Systems