A comprehensive review on the characteristics and modeling of lithium-ion battery aging

W Vermeer, GRC Mouli, P Bauer - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Battery aging is one of the critical problems to be tackled in battery research, as it limits the
power and energy capacity during the battery's life. Therefore, optimizing the design of …

[HTML][HTML] Battery safety: Machine learning-based prognostics

J Zhao, X Feng, Q Pang, M Fowler, Y Lian… - Progress in Energy and …, 2024 - Elsevier
Lithium-ion batteries play a pivotal role in a wide range of applications, from electronic
devices to large-scale electrified transportation systems and grid-scale energy storage …

Battery lifetime prognostics

X Hu, L Xu, X Lin, M Pecht - Joule, 2020 - cell.com
Lithium-ion batteries have been widely used in many important applications. However, there
are still many challenges facing lithium-ion batteries, one of them being degradation. Battery …

Gaussian process regression with automatic relevance determination kernel for calendar aging prediction of lithium-ion batteries

K Liu, Y Li, X Hu, M Lucu… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Battery calendar aging prediction is of extreme importance for developing durable electric
vehicles. This article derives machine learning-enabled calendar aging prediction for lithium …

An evaluation study of different modelling techniques for calendar ageing prediction of lithium-ion batteries

K Liu, TR Ashwin, X Hu, M Lucu… - … and Sustainable Energy …, 2020 - Elsevier
Prediction of battery calendar ageing is a key but challenging issue in the development of
durable electric vehicles. This paper simultaneously evaluates three mainstream types of …

Energy storage structural composites with integrated lithium‐ion batteries: a review

J Galos, K Pattarakunnan, AS Best… - Advanced Materials …, 2021 - Wiley Online Library
Integration of lithium‐ion batteries into fiber‐polymer composite structures so as to
simultaneously carry mechanical loads and store electrical energy offer great potential to …

Calendar aging of commercial Li-ion cells of different chemistries–A review

M Dubarry, N Qin, P Brooker - Current Opinion in Electrochemistry, 2018 - Elsevier
In the past twenty years, intensive experimental and modeling efforts have been carried out
to access and predict the life expectancy of lithium-ion (Li-ion) batteries under calendar …

[HTML][HTML] Data-driven state of health modelling—A review of state of the art and reflections on applications for maritime battery systems

E Vanem, CB Salucci, A Bakdi… - Journal of Energy Storage, 2021 - Elsevier
Battery systems are becoming an increasingly attractive alternative for powering ocean
going ships, and the number of fully electric or hybrid ships relying on battery power for …

Reliability assessment of renewable power systems considering thermally-induced incidents of large-scale battery energy storage

S Li, C Ye, Y Ding, Y Song… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The battery energy storage system (BESS) has been envisaged as an effective solution for
renewable energy accommodation in power systems. However, the residual capacity and …

Effect of current on cycle aging of lithium ion batteries

S Barcellona, L Piegari - Journal of Energy Storage, 2020 - Elsevier
Nowadays, lithium ion batteries are increasingly spreading in different areas and therefore, it
is very important to understand their aging behavior. According to the technical literature …