A comprehensive review on the characteristics and modeling of lithium-ion battery aging
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 …
power and energy capacity during the battery's life. Therefore, optimizing the design of …
[HTML][HTML] Battery safety: Machine learning-based prognostics
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 …
devices to large-scale electrified transportation systems and grid-scale energy storage …
Gaussian process regression with automatic relevance determination kernel for calendar aging prediction of lithium-ion batteries
Battery calendar aging prediction is of extreme importance for developing durable electric
vehicles. This article derives machine learning-enabled calendar aging prediction for lithium …
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
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 …
durable electric vehicles. This paper simultaneously evaluates three mainstream types of …
Energy storage structural composites with integrated lithium‐ion batteries: a review
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 …
simultaneously carry mechanical loads and store electrical energy offer great potential to …
Calendar aging of commercial Li-ion cells of different chemistries–A review
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 …
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
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 …
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 …
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 …
is very important to understand their aging behavior. According to the technical literature …