[HTML][HTML] 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] 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 …

Challenges and outlook for lithium-ion battery fault diagnosis methods from the laboratory to real world applications

Q Yu, C Wang, J Li, R Xiong, M Pecht - ETransportation, 2023 - Elsevier
Lithium-ion batteries are the ideal energy storage device for numerous portable and energy
storage applications. Efficient fault diagnosis methods become urgent to address safety …

Cloud-based in-situ battery life prediction and classification using machine learning

Y Zhang, M Zhao - Energy Storage Materials, 2023 - Elsevier
In-situ battery life prediction and classification can advance lithium-ion battery prognostics
and health management. A novel physical features-driven moving-window battery life …

Battery degradation in electric and hybrid electric vehicles: A survey study

L Timilsina, PR Badr, PH Hoang, G Ozkan… - IEEE …, 2023 - ieeexplore.ieee.org
The lithium-ion batteries used in electric vehicles have a shorter lifespan than other vehicle
components, and the degradation mechanism inside these batteries reduces their life even …

Challenges and opportunities for second-life batteries: Key technologies and economy

X Gu, H Bai, X Cui, J Zhu, W Zhuang, Z Li, X Hu… - … and Sustainable Energy …, 2024 - Elsevier
Due to the increasing volume of electric vehicles in automotive markets and the limited
lifetime of onboard lithium-ion batteries, the large-scale retirement of batteries is imminent …

A review on methods for state of health forecasting of lithium-ion batteries applicable in real-world operational conditions

F von Bülow, T Meisen - Journal of Energy Storage, 2023 - Elsevier
The ageing of Lithium-ion batteries can be described as change of state of health (∆ SOH). It
depends on the battery's operation during charging, discharging, and rest phases. Mapping …

Data-driven-aided strategies in battery lifecycle management: prediction, monitoring, and optimization

L Xu, F Wu, R Chen, L Li - Energy Storage Materials, 2023 - Elsevier
Predicting, monitoring, and optimizing the performance and health of a battery system
entails a variety of complex variables as well as unpredictability in given conditions. Data …

[HTML][HTML] Best practices for incremental capacity analysis

M Dubarry, D Anseán - Frontiers in Energy Research, 2022 - frontiersin.org
This publication will present best practices for incremental capacity analysis, a technique
whose popularity is growing year by year because of its ability to identify battery degradation …

[HTML][HTML] Are electric vehicle batteries being underused? A review of current practices and sources of circularity

M Etxandi-Santolaya, LC Casals, T Montes… - Journal of environmental …, 2023 - Elsevier
The increasing demand for Lithium-ion batteries for Electric Vehicle calls for the adoption of
sustainable practices and a switch towards a circular economy-based system to ensure that …