A Method for Improving the Robustness of linear Kramers-Kronig Validity Tests

M. Schönleber, D. Klotz, E. Ivers-Tiffée

研究成果: Contribution to journalArticle査読

164 被引用数 (Scopus)

抄録

A method is presented of avoiding ambiguities in linear Kramers-Kronig validity tests due to under- and over-fitting. It is based on the observation that the parameters of the equivalent circuit model to be fitted start degenerating as soon as the model order chosen is too high and over-fitting is taking place. Hence, a measure of the degree of degeneration is introduced and from this a criterion is developed with which over-fitting can be easily detected. Furthermore, it is shown, how the developed criterion can be used to automatically find an appropriate model order for any given impedance spectrum. Hereby, unambiguous test results are obtained irrespective of the specific expertise of the operator. Due to its ease of use the so improved test can serve as a quick standard test revealing defectiveness of measured impedance spectra. The validity of the proposed strategy is demonstrated in simulations as well as on measurements of a commercial Lithium-Ion battery.

本文言語英語
ページ(範囲)20-27
ページ数8
ジャーナルElectrochimica Acta
131
DOI
出版ステータス出版済み - 6 10 2014
外部発表はい

All Science Journal Classification (ASJC) codes

  • 化学工学(全般)
  • 電気化学

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