Broadband Impedance Measurement of Lithium-Ion Battery in the Presence of Nonlinear Distortions

The impedance of a Lithium-ion (Li-ion) battery has been shown to be a valuable tool in evaluating the battery characteristics such as the state-of-charge (SOC) and state-of-health (SOH). Recent studies have shown impedance-measurement methods based on broadband pseudo-random sequences (PRS) and Fou...

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Main Authors: Jussi Sihvo, Tomi Roinila, Daniel-Ioan Stroe
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/13/10/2493
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spelling doaj-10c7fe71697443cfae077462812f2e292020-11-25T02:31:33ZengMDPI AGEnergies1996-10732020-05-01132493249310.3390/en13102493Broadband Impedance Measurement of Lithium-Ion Battery in the Presence of Nonlinear DistortionsJussi Sihvo0Tomi Roinila1Daniel-Ioan Stroe2Department of Electrical Engineering, Tampere University, Korkeakoulunkatu 7, 33720 Tampere, FinlandDepartment of Electrical Engineering, Tampere University, Korkeakoulunkatu 7, 33720 Tampere, FinlandDepartment of Energy Technology, Aalborg University, Pontoppidanstræde 101, 9220 Aalborg, DenmarkThe impedance of a Lithium-ion (Li-ion) battery has been shown to be a valuable tool in evaluating the battery characteristics such as the state-of-charge (SOC) and state-of-health (SOH). Recent studies have shown impedance-measurement methods based on broadband pseudo-random sequences (PRS) and Fourier techniques. The methods can be efficiently applied in real-time applications where the conventional electrochemical-impedance spectroscopy (EIS) is not well suited to measure the impedance. The techniques based on the PRS are, however, strongly affected by the battery nonlinearities. This paper presents the use of a direct-synthesis ternary (DST) signal to minimize the effect caused by the nonlinearities. In such a signal, the second- and third-order harmonics are suppressed from the signal energy spectrum. As a result, the effect of the second- and third-order nonlinearities are suppressed from the impedance measurements. The impedance measurements are carried out for a nickel manganese cobalt Li-ion battery cell. The performance of the method is compared to the conventional EIS, as well as to other PRS signals which are more prone to battery nonlinearities. The Kronig–Kramers (K–K) transformation test is used to validate the uniqueness of the measured impedance spectra. It is shown that the measurement method based on the DST produces highly accurate impedance measurements under nonlinear distortions of the battery. The method shows a good K–K test behavior indicating that the measured impedance complies well to a linearized equivalent circuit model that can be used for the SOC and SOH estimation of the battery. Due to the good performance, low measurement time, and simplicity of the DST, the method is well suited for practical battery applications.https://www.mdpi.com/1996-1073/13/10/2493Li-ion batteries testingimpedance measurementspseudo random sequences
collection DOAJ
language English
format Article
sources DOAJ
author Jussi Sihvo
Tomi Roinila
Daniel-Ioan Stroe
spellingShingle Jussi Sihvo
Tomi Roinila
Daniel-Ioan Stroe
Broadband Impedance Measurement of Lithium-Ion Battery in the Presence of Nonlinear Distortions
Energies
Li-ion batteries testing
impedance measurements
pseudo random sequences
author_facet Jussi Sihvo
Tomi Roinila
Daniel-Ioan Stroe
author_sort Jussi Sihvo
title Broadband Impedance Measurement of Lithium-Ion Battery in the Presence of Nonlinear Distortions
title_short Broadband Impedance Measurement of Lithium-Ion Battery in the Presence of Nonlinear Distortions
title_full Broadband Impedance Measurement of Lithium-Ion Battery in the Presence of Nonlinear Distortions
title_fullStr Broadband Impedance Measurement of Lithium-Ion Battery in the Presence of Nonlinear Distortions
title_full_unstemmed Broadband Impedance Measurement of Lithium-Ion Battery in the Presence of Nonlinear Distortions
title_sort broadband impedance measurement of lithium-ion battery in the presence of nonlinear distortions
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2020-05-01
description The impedance of a Lithium-ion (Li-ion) battery has been shown to be a valuable tool in evaluating the battery characteristics such as the state-of-charge (SOC) and state-of-health (SOH). Recent studies have shown impedance-measurement methods based on broadband pseudo-random sequences (PRS) and Fourier techniques. The methods can be efficiently applied in real-time applications where the conventional electrochemical-impedance spectroscopy (EIS) is not well suited to measure the impedance. The techniques based on the PRS are, however, strongly affected by the battery nonlinearities. This paper presents the use of a direct-synthesis ternary (DST) signal to minimize the effect caused by the nonlinearities. In such a signal, the second- and third-order harmonics are suppressed from the signal energy spectrum. As a result, the effect of the second- and third-order nonlinearities are suppressed from the impedance measurements. The impedance measurements are carried out for a nickel manganese cobalt Li-ion battery cell. The performance of the method is compared to the conventional EIS, as well as to other PRS signals which are more prone to battery nonlinearities. The Kronig–Kramers (K–K) transformation test is used to validate the uniqueness of the measured impedance spectra. It is shown that the measurement method based on the DST produces highly accurate impedance measurements under nonlinear distortions of the battery. The method shows a good K–K test behavior indicating that the measured impedance complies well to a linearized equivalent circuit model that can be used for the SOC and SOH estimation of the battery. Due to the good performance, low measurement time, and simplicity of the DST, the method is well suited for practical battery applications.
topic Li-ion batteries testing
impedance measurements
pseudo random sequences
url https://www.mdpi.com/1996-1073/13/10/2493
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