Health prognostics for lithium-ion batteries: mechanisms, methods, and prospects
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 …
significance for a smart battery management system to ensure safe and optimal use of the …
State-of-health estimation of lithium-ion batteries based on electrochemical impedance spectroscopy: a review
Lithium-ion batteries (LIBs) are crucial for the large-scale utilization of clean energy.
However, because of the complexity and real-time nature of internal reactions, the …
However, because of the complexity and real-time nature of internal reactions, the …
A comparative study of different features extracted from electrochemical impedance spectroscopy in state of health estimation for lithium-ion batteries
Battery state of health (SOH) estimation is a critical but challenging demand in advanced
battery management technologies. As an essential parameter, battery impedance contains …
battery management technologies. As an essential parameter, battery impedance contains …
Challenges and outlook for lithium-ion battery fault diagnosis methods from the laboratory to real world applications
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 …
storage applications. Efficient fault diagnosis methods become urgent to address safety …
Lithium-ion battery health estimation with real-world data for electric vehicles
Complex environments and variable working conditions lead to irreversible attenuation of
battery pack capacity in electric vehicles (EVs). Online capacity estimation is of great …
battery pack capacity in electric vehicles (EVs). Online capacity estimation is of great …
A hybrid neural network model with attention mechanism for state of health estimation of lithium-ion batteries
A Tang, Y Jiang, Q Yu, Z Zhang - Journal of Energy Storage, 2023 - Elsevier
Reliable state of health (SOH) estimation is significant for safe operation of lithium-ion
batteries (LIBs). However, due to the strong nonlinearity of battery degradation and complex …
batteries (LIBs). However, due to the strong nonlinearity of battery degradation and complex …
[HTML][HTML] Nonlinear health evaluation for lithium-ion battery within full-lifespan
Abstract Lithium-ion batteries (LIBs), as the first choice for green batteries, have been widely
used in energy storage, electric vehicles, 3C devices, and other related fields, and will have …
used in energy storage, electric vehicles, 3C devices, and other related fields, and will have …
Deep learning enabled state of charge, state of health and remaining useful life estimation for smart battery management system: Methods, implementations, issues …
State of Charge (SOC), state of health (SOH), and remaining useful life (RUL) are the crucial
indexes used in the assessment of electric vehicle (EV) battery management systems (BMS) …
indexes used in the assessment of electric vehicle (EV) battery management systems (BMS) …
An overview of data-driven battery health estimation technology for battery management system
Battery degradation, caused by multiple coupled degradation mechanisms, severely affects
the safety and sustainability of a battery management system (BMS). The battery state of …
the safety and sustainability of a battery management system (BMS). The battery state of …
Electrochemical impedance spectroscopy based state-of-health estimation for lithium-ion battery considering temperature and state-of-charge effect
State of health (SOH) is critical to the efficient and reliable use of lithium-ion batteries (LIBs),
especially in electric vehicle (EV) applications. Recently, electrochemical impedance …
especially in electric vehicle (EV) applications. Recently, electrochemical impedance …