A review on the liquid cooling thermal management system of lithium-ion batteries
With the rapid progress of the new power automotive industry, the requirements for vehicle
range and charging ratio have gradually increased. With the high-speed cycling of batteries …
range and charging ratio have gradually increased. With the high-speed cycling of batteries …
[HTML][HTML] Review of “grey box” lifetime modeling for lithium-ion battery: Combining physics and data-driven methods
Lithium-ion batteries are a popular choice for a wide range of energy storage system
applications. The current motivation to improve the robustness of lithium-ion battery …
applications. The current motivation to improve the robustness of lithium-ion battery …
A novel back propagation neural network-dual extended Kalman filter method for state-of-charge and state-of-health co-estimation of lithium-ion batteries based on …
C Wang, S Wang, J Zhou, J Qiao, X Yang… - Journal of Energy Storage, 2023 - Elsevier
Abstract State-of-charge (SOC) and state-of-health (SOH) play a key role in the safety and
reliability of batteries. To improve the real-time estimation accuracy of battery state, a novel …
reliability of batteries. To improve the real-time estimation accuracy of battery state, a novel …
AI enabled fast charging of lithium-ion batteries of electric vehicles during their life cycle: review, challenges and perspectives
Gradually replacing conventional fuel vehicles with electric vehicles (EVs) is a crucial step
towards achieving energy saving and emission reduction in the transportation sector. The …
towards achieving energy saving and emission reduction in the transportation sector. The …
[HTML][HTML] The heating triangle: A quantitative review of self-heating methods for lithium-ion batteries at low temperatures
Lithium-ion batteries at low temperatures have slow recharge times alongside reduced
available power and energy. Battery heating is a viable way to address this issue, and self …
available power and energy. Battery heating is a viable way to address this issue, and self …
[HTML][HTML] Early prediction of battery remaining useful life using CNN-XGBoost model and Coati optimization algorithm
Abstract Lithium-ion (Li-ion) batteries are essential for modern power systems but suffer from
performance degradation over time. Accurate prediction of the remaining useful life (RUL) of …
performance degradation over time. Accurate prediction of the remaining useful life (RUL) of …
Embedded real-time fractional-order equivalent circuit model for internal resistance estimation of lithium-ion cells
Y Bensaad, F Friedrichs, T Baumhöfer, M Eswein… - Journal of Energy …, 2023 - Elsevier
This paper introduces a new on-board capable method for model-based estimation of the
internal resistance of lithium-ion cells. The method relates to a fractional-order electrical …
internal resistance of lithium-ion cells. The method relates to a fractional-order electrical …
[HTML][HTML] Online adaptive anode potential-controlled fast charging of lithium-ion cells using a validated electrochemical model-based virtual reference electrode
FF Oehler, X Deuschl, K Nürnberger, A Graule… - Journal of Power …, 2024 - Elsevier
Optimal utilization of the safe operating area of lithium-ion battery cells is fundamental to
achieving peak performance. Pushing the currents close to the intrinsic electrochemical cell …
achieving peak performance. Pushing the currents close to the intrinsic electrochemical cell …
[HTML][HTML] Diffusion-aware voltage source: An equivalent circuit network to resolve lithium concentration gradients in active particles
Traditional equivalent circuit models (ECMs) have difficulties in estimating battery internal
states due to the lack of relevant physics, such as the lithium diffusion in active particles …
states due to the lack of relevant physics, such as the lithium diffusion in active particles …
An interpretable capacity prediction method for lithium-ion battery considering environmental interference
Z Yang, H Zhang - Scientific Reports, 2024 - nature.com
Predicting the capacity of lithium-ion battery (LIB) plays a crucial role in ensuring the safe
operation of LIBs and prolonging their lifespan. However, LIBs are easily affected by …
operation of LIBs and prolonging their lifespan. However, LIBs are easily affected by …