Critical summary and perspectives on state-of-health of lithium-ion battery

B Yang, Y Qian, Q Li, Q Chen, J Wu, E Luo… - … and Sustainable Energy …, 2024 - Elsevier
The rapid development of lithium-ion battery (LIB) technology promotes its wide application
in electric vehicle (EV), aerospace, and mobile electronic equipment. During application …

Key challenges for a large-scale development of battery electric vehicles: A comprehensive review

BE Lebrouhi, Y Khattari, B Lamrani, M Maaroufi… - Journal of Energy …, 2021 - Elsevier
Nowadays, several countries have adopted an energy transition policy to achieve carbon
targets and decarbonize transport while improving their electricity mixes. Electric vehicles …

A novel method for state of health estimation of lithium-ion batteries based on improved LSTM and health indicators extraction

Y Ma, C Shan, J Gao, H Chen - Energy, 2022 - Elsevier
State of health (SOH) is a crucial challenge to guarantee the reliability and safety of the
electric vehicles (EVs), due to the complex aging mechanism. A novel SOH estimation …

A review on data-driven SOC estimation with Li-Ion batteries: Implementation methods & future aspirations

D Sesidhar, C Badachi, RC Green II - Journal of Energy Storage, 2023 - Elsevier
The goal to minimize global carbon emissions from fossil fuels and diesel-powered vehicles
has encouraged the development of electric vehicles and associated battery storage …

A review on state of health estimations and remaining useful life prognostics of lithium-ion batteries

MF Ge, Y Liu, X Jiang, J Liu - Measurement, 2021 - Elsevier
Lithium-ion batteries have been generally used in industrial applications. In order to ensure
the safety of the power system and reduce the operation cost, it is particularly important to …

State of Health (SoH) estimation methods for second life lithium-ion battery—Review and challenges

S Vignesh, HS Che, J Selvaraj, KS Tey, JW Lee… - Applied Energy, 2024 - Elsevier
Abstract Lithium-ion Batteries (LiB) have a wide range of applications in daily life. However,
as they get used over time, battery degradation becomes inevitable, which can lead to a …

Battery management strategies: An essential review for battery state of health monitoring techniques

SK Pradhan, B Chakraborty - Journal of energy storage, 2022 - Elsevier
To prevent probable battery failures and ensure safety, battery state of health evaluation is a
critical step. This study lays out a coherent literature review on battery health estimation …

Towards a smarter battery management system: A critical review on battery state of health monitoring methods

R **ong, L Li, J Tian - Journal of Power Sources, 2018 - Elsevier
To ensure the driving safety and avoid potential failures for electric vehicles, evaluating the
health state of the battery properly is of significant importance. This study aims to serve as a …

Battery health prediction using fusion-based feature selection and machine learning

X Hu, Y Che, X Lin, S Onori - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
State of health (SOH) is a key parameter to assess lithium-ion battery feasibility for
secondary usage applications. SOH estimation based on machine learning has attracted …