Status and prospects of research on lithium-ion battery parameter identification

J Li, Y Peng, Q Wang, H Liu - Batteries, 2024 - mdpi.com
Lithium-ion batteries are widely used in electric vehicles and renewable energy storage
systems due to their superior performance in most aspects. Battery parameter identification …

A Quantum Particle Swarm Optimization Extended Kalman Quantum Particle Filter approach on state of charge estimation for lithium-ion battery

C Liang, B **a, S Yue, F Zhang, L Qu, S Wang - Journal of Energy Storage, 2024 - Elsevier
The accurate estimation of battery state of charge serves as the foundation for estimating
state of health, remaining useful life, and safety, making it an indispensable part of battery …

Early perception of Lithium-ion battery degradation trajectory with graphical features and deep learning

H Zhao, J Meng, Q Peng - Applied Energy, 2025 - Elsevier
Capturing the degradation path of lithium-ion battery (LIB) at the early stage is critical to
managing the whole lifespan of the battery energy storage systems (BESS), while recent …

[HTML][HTML] Electrochemical and Thermal Analysis of Lithium-Ion Batteries Based on Variable Solid-State Diffusion Coefficient Concept

P Yao, X Liu - World Electric Vehicle Journal, 2024 - mdpi.com
Accurate battery models are of great significance for the optimization design and
management of lithium-ion batteries. This study uses a pseudo-two-dimensional …

[HTML][HTML] Research on the output characteristics and SOC estimation method of lithium-ion batteries over a wide range of operating temperature conditions

X Shu, Y Li, K Wei, W Yang, B Yang, M Zhang - Energy, 2025 - Elsevier
With the rapid growth of the EV market, the use of lithium-ion batteries (LIBs) has increased
significantly. However, the safety of these battery systems remains a concern. Accurate …

An innovative multitask learning-Long short-term memory neural network for the online anti-aging state of charge estimation of lithium-ion batteries adaptive to varying …

J Tao, S Wang, W Cao, C Fernandez, F Blaabjerg… - Energy, 2025 - Elsevier
As the new industrial revolution accelerates, new energy storage systems are becoming
increasingly vital to the industrial chain. The overall performance of the battery management …

State of charge estimation method for lithium-ion batteries based on adaptive central difference particle filter with weight reconstruction

X Yun, X Zhang, C Wang, X Fan - Journal of Energy Storage, 2025 - Elsevier
The particle filter (PF) has been widely used for state of charge (SOC) estimation. However,
the particle degradation phenomenon will affect the estimation accuracy. In response to this …

State of charge estimation method for lithium-ion battery pack using BP-MDM-TEM

H Yao, Y Xu, Q Guo, Y Miu, X Zhang, J Wei… - Frontiers in Energy …, 2024 - frontiersin.org
Addressing the fluctuating core temperatures during series battery pack operation that cause
inconsistency in pack battery characteristics, the paper introduces a Battery-Pack Mean …

State of Charge Estimation of Lithium-Ion Batteries Based on Fractional-Order Model with Mul-ti-Innovations Dual Cubature Kalman Filter Method

X Li, Y Song, H Ren - Journal of The Electrochemical Society, 2024 - iopscience.iop.org
An accurate estimation of the lithium battery's state of charge (SOC) is critical. The article
proposes a dual fractional order multi-innovations cubature Kalman filter (DFOMICKF) …

Investigation on heat generation in fast charging of lithium-ion batteries: Effect of charging rate and battery component thickness

D Lei, Y Wang, J Shi, Y Wang - Numerical Heat Transfer, Part A …, 2024 - Taylor & Francis
Understanding heat generation mechanisms during fast charging is essential for designing
and optimizing lithium-ion batteries. In this study, we have formulated a three-dimensional …