Health prognostics for lithium-ion batteries: mechanisms, methods, and prospects

Y Che, X Hu, X Lin, J Guo, R Teodorescu - Energy & Environmental …, 2023 - pubs.rsc.org
Lithium-ion battery aging mechanism analysis and health prognostics are of great
significance for a smart battery management system to ensure safe and optimal use of the …

[HTML][HTML] Application of electrochemical impedance spectroscopy to commercial Li-ion cells: A review

N Meddings, M Heinrich, F Overney, JS Lee… - Journal of Power …, 2020 - Elsevier
Electrochemical impedance spectroscopy (EIS) is a widely applied non-destructive method
of characterisation of Li-ion batteries. Despite its ease of application, there are inherent …

The challenge and opportunity of battery lifetime prediction from field data

V Sulzer, P Mohtat, A Aitio, S Lee, YT Yeh… - Joule, 2021 - cell.com
Accurate battery life prediction is a critical part of the business case for electric vehicles,
stationary energy storage, and nascent applications such as electric aircraft. Existing …

Machine learning in state of health and remaining useful life estimation: Theoretical and technological development in battery degradation modelling

H Rauf, M Khalid, N Arshad - Renewable and Sustainable Energy Reviews, 2022 - Elsevier
Designing and deployment of state-of-the-art electric vehicles (EVs) in terms of low cost and
high driving range with appropriate reliability and security are identified as the key towards …

Review on state-of-health of lithium-ion batteries: Characterizations, estimations and applications

S Yang, C Zhang, J Jiang, W Zhang, L Zhang… - Journal of Cleaner …, 2021 - Elsevier
Abstract State-of-health (SOH) monitoring of lithium-ion batteries plays a key role in the
reliable and safe operation of battery systems. Influenced by multiple factors, SOH is an …

A review on the key issues of the lithium ion battery degradation among the whole life cycle

X Han, L Lu, Y Zheng, X Feng, Z Li, J Li, M Ouyang - ETransportation, 2019 - Elsevier
The lithium ion battery is widely used in electric vehicles (EV). The battery degradation is the
key scientific problem in battery research. The battery aging limits its energy storage and …

Aging aware operation of lithium-ion battery energy storage systems: A review

N Collath, B Tepe, S Englberger, A Jossen… - Journal of Energy …, 2022 - Elsevier
The amount of deployed battery energy storage systems (BESS) has been increasing
steadily in recent years. For newly commissioned systems, lithium-ion batteries have …

[HTML][HTML] On the use of electrochemical impedance spectroscopy to characterize and model the aging phenomena of lithium-ion batteries: a critical review

P Iurilli, C Brivio, V Wood - Journal of Power Sources, 2021 - Elsevier
Abstract Electrochemical Impedance Spectroscopy (EIS) is a powerful non-invasive
technique used to characterize Lithium-ion cells. Its application allows to identify and track …

Ni‐rich/Co‐poor layered cathode for automotive Li‐ion batteries: promises and challenges

X Wang, YL Ding, YP Deng… - Advanced Energy …, 2020 - Wiley Online Library
To pursue a higher energy density (> 300 Wh kg− 1 at the cell level) and a lower cost (<
$125 kWh− 1 expected at 2022) of Li‐ion batteries for making electric vehicles (EVs) long …

Impedance-based forecasting of lithium-ion battery performance amid uneven usage

PK Jones, U Stimming, AA Lee - Nature Communications, 2022 - nature.com
Accurate forecasting of lithium-ion battery performance is essential for easing consumer
concerns about the safety and reliability of electric vehicles. Most research on battery health …