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 …

Aging performance characterization and state-of-health assessment of retired lithium-ion battery modules

Q Zhang, X Li, Z Du, Q Liao - Journal of Energy Storage, 2021 - Elsevier
State of health (SOH) is an important index to evaluate the use value of batteries. The rapid
SOH evaluation method for battery modules is a more popular topic in the secondary …

Revolutionizing the Afterlife of EV Batteries: A Comprehensive Guide to Echelon Utilization Technologies

Y Wang, F Hu, Y Wang, J Guo, Z Yang… - …, 2024 - Wiley Online Library
In the burgeoning new energy automobile industry, repurposing retired power batteries
stands out as a sustainable solution to environmental and energy challenges. This paper …

Recurrent neural networks for estimating the state of health of lithium-ion batteries

RSD Teixeira, RF Calili, MF Almeida, DR Louzada - Batteries, 2024 - mdpi.com
Rapid technological changes and disruptive innovations have resulted in a significant shift
in people's behavior and requirements. Electronic gadgets, including smartphones …

[HTML][HTML] Improved lithium-ion battery health prediction with data-based approach

W Merrouche, F Harrou, B Taghezouit, Y Sun - e-Prime-Advances in …, 2024 - Elsevier
The accurate modeling and forecasting of Battery State of Health (SOH) is crucial for
ensuring reliable performance and longevity of lithium-ion batteries. This article introduces a …

[HTML][HTML] Context-aware recommendations for extended electric vehicle battery lifetime

M Eider, B Sick, A Berl - Sustainable Computing: Informatics and Systems, 2023 - Elsevier
Electric vehicles are a means of reducing CO 2 emissions in transportation. However, the
sustainability of electric vehicle batteries is affected by battery health degradation, which …

Dynamic impact of LiCoO2 electrodes for Li-ion battery aging evaluation

RA Adams, B Li, J Kazmi, TE Adams, V Tomar… - Electrochimica Acta, 2018 - Elsevier
Abstract As Li-ion batteries (LIBs) see increasing usage for electric vehicles, the effect of
transportation history on battery state-of-health remains unclear. In particular, the influence …

User characteristics and service satisfaction of car sharing systems: Evidence from Hangzhou, China

M Chen, Y Sun, EOD Waygood, J Yu, K Zhu - Plos one, 2022 - journals.plos.org
Car sharing has become a new mode of transport during the past two decades in the world.
Its rapid growth in China has attracted a wide range of users and posed some problems. The …

Decentralized Deep Learning Approach for Lithium-Ion Batteries State of Health Forecasting Using Federated Learning

KL Wong, R Tse, SK Tang, G Pau - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The rapid advancement of deep learning techniques has expedited the progress of data-
driven forecasting methods for lithium-ion battery health. The conventional deep learning …

On the use of machine learning for state-of-charge forecasting in electric vehicles

Y NaitMalek, M Najib, M Bakhouya… - … smart cities conference …, 2019 - ieeexplore.ieee.org
Nowadays, it is well known that a main solution for pollution reduction in cities will be the
introduction of electric and hybrid vehicles on transportation roads. Many research efforts …