From materials to cell: state-of-the-art and prospective technologies for lithium-ion battery electrode processing
Electrode processing plays an important role in advancing lithium-ion battery technologies
and has a significant impact on cell energy density, manufacturing cost, and throughput …
and has a significant impact on cell energy density, manufacturing cost, and throughput …
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 …
[HTML][HTML] Electrochemical impedance spectroscopy: A new chapter in the fast and accurate estimation of the state of health for lithium-ion batteries
Highlights What are the main findings? Rapid acquisition technology of electrochemical
impedance spectroscopy. EIS was used to quickly and effectively estimate the SOH of LIBs …
impedance spectroscopy. EIS was used to quickly and effectively estimate the SOH of LIBs …
A comprehensive review of battery modeling and state estimation approaches for advanced battery management systems
With the rapid development of new energy electric vehicles and smart grids, the demand for
batteries is increasing. The battery management system (BMS) plays a crucial role in the …
batteries is increasing. The battery management system (BMS) plays a crucial role in the …
[HTML][HTML] Application of electrochemical impedance spectroscopy to commercial Li-ion cells: A review
Electrochemical impedance spectroscopy (EIS) is a widely applied non-destructive method
of characterisation of Li-ion batteries. Despite its ease of application, there are inherent …
of characterisation of Li-ion batteries. Despite its ease of application, there are inherent …
Deep learning framework for lithium-ion battery state of charge estimation: Recent advances and future perspectives
Accurate state of charge (SOC) constitutes the basis for reliable operations of lithium-ion
batteries. The deep learning technique, a game changer in many fields, has recently …
batteries. The deep learning technique, a game changer in many fields, has recently …
Data-driven battery state of health estimation based on random partial charging data
The rapid development of battery technology has promoted the deployment of electric
vehicles (EVs). To ensure the healthy and sustainable development of EVs, it is urgent to …
vehicles (EVs). To ensure the healthy and sustainable development of EVs, it is urgent to …
[HTML][HTML] Deep neural network battery charging curve prediction using 30 points collected in 10 min
Accurate degradation monitoring over battery life is indispensable for the safe and durable
operation of battery-powered applications. In this work, we extend conventional capacity …
operation of battery-powered applications. In this work, we extend conventional capacity …
[HTML][HTML] Lithium-ion battery fast charging: A review
In the recent years, lithium-ion batteries have become the battery technology of choice for
portable devices, electric vehicles and grid storage. While increasing numbers of car …
portable devices, electric vehicles and grid storage. While increasing numbers of car …