Image database of synthetic capacitive Electrochemical Impedance Spectroscopy (EIS) spectra for system identification [Dataset]

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Authors: Valentín Pérez Herranz, Juan José Giner-Sanz, Fermín Sáez Pardo, Valentín Pérez-Herranz, Juan José Giner-Sanz, Fermín Sáez-Pardo
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Abstract

The database comprises 48 000 different examples consisting in synthetic Nyquist plots generated using Voigt circuits with between one and four time constants. The examples are classified into 4 different classes acording to the number of time constants: class 1 corresponds to 1 time constant, class 2 to 2 time constants, class 3 to 3 time constants, and class 4 to 4 time constants.

Fields of Study & Subjects

Control Systems and Identification Advanced Battery Technologies Research Spectroscopy and Chemometric Analyses

Publication details

Publication date
12 January 2026
Document type
Dataset