[HTML][HTML] Thermal state monitoring of lithium-ion batteries: Progress, challenges, and opportunities

Y Zheng, Y Che, X Hu, X Sui, DI Stroe… - Progress in Energy and …, 2024 - Elsevier
Transportation electrification is a promising solution to meet the ever-rising energy demand
and realize sustainable development. Lithium-ion batteries, being the most predominant …

State of charge estimation of lithium-ion batteries based on second-order adaptive extended Kalman filter with correspondence analysis

L Duan, X Zhang, Z Jiang, Q Gong, Y Wang, X Ao - Energy, 2023 - Elsevier
Accurate estimation of the state of charge (SOC) of a lithium-ion battery is important to
ensure the safe operation of the battery management system. Adaptive extended Kalman …

Optimal battery thermal management for electric vehicles with battery degradation minimization

Y Wu, Z Huang, D Li, H Li, J Peng, D Stroe, Z Song - Applied Energy, 2024 - Elsevier
The control of a battery thermal management system (BTMS) is essential for the thermal
safety, energy efficiency, and durability of electric vehicles (EVs) in hot weather. To address …

A hybrid model for state of charge estimation of lithium-ion batteries utilizing improved adaptive extended Kalman filter and long short-term memory neural network

C Wang, R Li, Y Cao, M Li - Journal of Power Sources, 2024 - Elsevier
With lithium-ion batteries being utilized in all aspects of life, accurately estimating the state of
charge (SOC) of a battery has become a key issue in battery management systems. In this …

Soc-modified core temperature estimation of lithium-ion battery based on control-oriented electro-thermal model

X Zhang, Y Wang, Z Chen - IEEE Transactions on Power …, 2023 - ieeexplore.ieee.org
Lithium-ion batteries and their control technologies are the key points to electrification and
intelligence of transportation. Dynamic thermal management is one of the key technologies …

Mobility-aware proactive edge caching for large files in the internet of vehicles

G Yu, Y He, J Wu, Z Chen, J Pan - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
By shifting the requested content to the edge in the Internet of Vehicles (IoV), edge caching
is expected to be an effective solution to satisfy the low latency and high-reliability …

Online surface temperature prediction and abnormal diagnosis of lithium-ion batteries based on hybrid neural network and fault threshold optimization

H Zhao, Z Chen, X Shu, R Xiao, J Shen, Y Liu… - Reliability Engineering & …, 2024 - Elsevier
Online diagnosis of abnormal temperature is vital to ensure the reliability and operation
safety of lithium-ion batteries, and this study develops a hybrid neural network and fault …

A state of charge-aware internal preheating strategy for Li-ion batteries at low temperatures

K Guan, Z Huang, Y Liu, Z Gao, H Li, F Jiang… - Journal of Energy …, 2023 - Elsevier
Low temperature drastically degrades the performance of Li-ion batteries, where the usable
capacity of the battery is greatly reduced. Thus, it is necessary to preheat batteries for …

A framework for battery temperature estimation based on fractional electro-thermal coupling model

S Liu, H Sun, H Yu, J Miao, C Zheng, X Zhang - Journal of Energy Storage, 2023 - Elsevier
The temperature significantly affects the performance and safety of the battery. Therefore,
this paper presents a novel framework for the estimation of the battery temperature based on …

[HTML][HTML] An electrothermal coupling model for estimating the internal temperature of lithium-ion battery based on microthermal resistance method

Y Xu, Y Zhang, M Zeng, X Huang, Z Wang - Electrochemistry …, 2024 - Elsevier
In the current study, the CN-CD30V10A battery tester, K-type temperature sensor, and
RS485 are utilized to perform charging and discharging tests on the Panasonic 21,700 …