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IEEE Transactions on Instrumentation and Measurement
Article . 2025 . Peer-reviewed
License: CC BY
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Article . 2025
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Uncertainty Evaluation of a Supercapacitor Equivalent Circuit Parameters

Authors: Zucca, Mauro; Hassanzadeh, Melika; Signorino, Davide; Pogliano, Umberto;

Uncertainty Evaluation of a Supercapacitor Equivalent Circuit Parameters

Abstract

The accurate simulation of the behavior of a supercapacitor (SC) and its control in an electronic system cannot be achieved by a simple one-branch circuit. A correct simulation requires the use of more complex equivalent circuits, with at least two or three branches. These equivalent circuits guarantee a good reproduction of the device’s behavior. The effectiveness of an equivalent circuit is linked to the limits of the circuit parameter identification, which is commonly achieved by means of the voltage and current measurement of charge and self-discharge cycles. The uncertainty in the identification of these circuit parameters is dependent on the accuracy of the measurement instrumentation and on the repeatability of the SC. A cycle for larger SCs, also considering the time needed by the software algorithm for the parameter identification. Therefore, having a large set of cycles including the determination of the parameters is a time-consuming procedure. In this study, an efficient method for the repeatability and uncertainty assessment of the equivalent circuit parameters is proposed; this approach relies on a limitedset of experimental data and on a single parameter identification process. The analysis presented in this article highlights howthe limited repeatability of the device is an important source of uncertainty for the identification of the equivalent circuit parameters, but it is not the main one for all parameters.

Country
Italy
Keywords

Least squares approximations, measurement, mathematical models, parameter estimation, supercapacitors, uncertainty, Mathematical model, Parameter, Uncertainty, Electrical engineering, electronic engineering, information engineering, Metrology

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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Average
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