Mitigation of Nonlinear Distortions in Online Li-ion Battery Impedance Measurement

Lithium-ion (Li-ion) batteries have become the primary energy storage solution for various applications, including electric vehicles, portable electronics, and renewable energy systems. Ensuring safe and long-lasting Li-ion battery operation requires real-time onboard state monitoring and performance maintenance. Despite ongoing development efforts, accurate and cost-effective battery diagnostic methods remain limited. Online internal impedance measurement has gained traction in recent years as an effective diagnostic tool. Recent studies have introduced methods based on broadband perturbations, enabling real-time battery impedance measurement. In these methods, the battery under test is subjected to controlled charge and discharge perturbations, while Fourier techniques are applied to extract impedance information from the measured voltage and current waveforms. However, applying broadband excitations often introduces nonlinear distortions, leading to inaccurate impedance readings. This work presents a simple method to mitigate the effects of nonlinear distortions in real-time battery impedance measurements under a constant-current stress condition. Experimental results from a commercial Li-ion battery cell are presented and analyzed.

Authors

Institutions

Publication Details

Published
2025-10-19
DOI
https://doi.org/10.1109/ecce58356.2025.11259789
Primary Topic
Advanced Battery Technologies Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Mitigation of Nonlinear Distortions in Online Li-ion Battery Impedance Measurement

Minh Tran, Tomi Roinila, Leevi Lignell
Advanced Battery Technologies Research
article

Mitigation of Nonlinear Distortions in Online Li-ion Battery Impedance Measurement

Minh Tran, Tomi Roinila, Leevi Lignell
article en

Abstract

Lithium-ion (Li-ion) batteries have become the primary energy storage solution for various applications, including electric vehicles, portable electronics, and renewable energy systems. Ensuring safe and long-lasting Li-ion battery operation requires real-time onboard state monitoring and performance maintenance. Despite ongoing development efforts, accurate and cost-effective battery diagnostic methods remain limited. Online internal impedance measurement has gained traction in recent years as an effective diagnostic tool. Recent studies have introduced methods based on broadband perturbations, enabling real-time battery impedance measurement. In these methods, the battery under test is subjected to controlled charge and discharge perturbations, while Fourier techniques are applied to extract impedance information from the measured voltage and current waveforms. However, applying broadband excitations often introduces nonlinear distortions, leading to inaccurate impedance readings. This work presents a simple method to mitigate the effects of nonlinear distortions in real-time battery impedance measurements under a constant-current stress condition. Experimental results from a commercial Li-ion battery cell are presented and analyzed.

Tampere University (FI)
Openalex Percentile: Top 59%
Advanced Battery Technologies Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.