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 …

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 …

Lithium-ion batteries remaining useful life prediction based on BLS-RVM

Z Chen, N Shi, Y Ji, M Niu, Y Wang - Energy, 2021 - Elsevier
Lithium-ion batteries are currently being widely used. Accurately predicting their remaining
useful life (RUL) is essential for battery management systems (BMS) and rationally planning …

[HTML][HTML] Review on degradation mechanism and health state estimation methods of lithium-ion batteries

Y Liu, C Liu, Y Liu, F Sun, J Qiao, T Xu - Journal of Traffic and …, 2023 - Elsevier
State of health (SOH) estimation is important for a lithium-ion battery (LIB) health state
management system, and accurate estimation of SOH is influenced by the degree of …

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. Map** …

A hybrid method for prognostics of lithium-ion batteries capacity considering regeneration phenomena

H Meng, M Geng, J **ng, E Zio - Energy, 2022 - Elsevier
Prognostics and health management (PHM) is crucial to the reliability and safety of lithium-
ion batteries. In this respect, the capacity regeneration phenomenon that occurs during the …

Deep learning-based prognostic approach for lithium-ion batteries with adaptive time-series prediction and on-line validation

W Zhang, X Li, X Li - Measurement, 2020 - Elsevier
Prognostics for lithium-ion batteries is very critical in many industrial applications, and
accurate prediction of battery state of health (SOH) is of great importance for health …

The capacity estimation and cycle life prediction of lithium-ion batteries using a new broad extreme learning machine approach

Y Ma, L Wu, Y Guan, Z Peng - Journal of Power Sources, 2020 - Elsevier
Lithium-ion batteries have become the main power source of many electronic devices.
Accurate capacity estimation and cycle life prediction of lithium-ion batteries are of great …

State-of-health estimation for lithium-ion batteries based on historical dependency of charging data and ensemble SVR

Y Guo, K Huang, X Yu, Y Wang - Electrochimica acta, 2022 - Elsevier
Accurate estimation of State-of-Health (SOH) is very important for the safe and reliable
operation of lithium-ion batteries. Considering that the historical dependency of charging …

Accurate prediction approach of SOH for lithium-ion batteries based on LSTM method

L Zhang, T Ji, S Yu, G Liu - Batteries, 2023 - mdpi.com
The deterioration of the health state of lithium-ion batteries will lead to the degradation of the
battery performance, the reduction of the maximum available capacity, the continuous …