[HTML][HTML] Overview of batteries and battery management for electric vehicles

W Liu, T Placke, KT Chau - Energy Reports, 2022 - Elsevier
Popularization of electric vehicles (EVs) is an effective solution to promote carbon neutrality,
thus combating the climate crisis. Advances in EV batteries and battery management …

Recycling of spent Lithium-ion Batteries: A comprehensive review for identification of main challenges and future research trends

G Tian, G Yuan, A Aleksandrov, T Zhang, Z Li… - Sustainable Energy …, 2022 - Elsevier
With the rapid development of electric vehicles, the disposal of retired lithium batteries is a
grand challenge for the waste management based on reliability, efficiency and sustainability …

Battery state-of-charge estimation amid dynamic usage with physics-informed deep learning

J Tian, R Xiong, J Lu, C Chen, W Shen - Energy Storage Materials, 2022 - Elsevier
Accurate estimation of state of charge (SOC) constitutes the basis to enable the reliable
operations of lithium-ion batteries. The recent development in deep learning provides an …

Challenges and outlook for lithium-ion battery fault diagnosis methods from the laboratory to real world applications

Q Yu, C Wang, J Li, R Xiong, M Pecht - ETransportation, 2023 - Elsevier
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 …

State estimation for advanced battery management: Key challenges and future trends

X Hu, F Feng, K Liu, L Zhang, J Xie, B Liu - Renewable and Sustainable …, 2019 - Elsevier
Batteries are presently pervasive in portable electronics, electrified vehicles, and renewable
energy storage. These indispensable engineering applications are all safety-critical and …

Online state-of-health estimation for Li-ion battery using partial charging segment based on support vector machine

X Feng, C Weng, X He, X Han, L Lu… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
The online estimation of battery state-of-health (SOH) is an ever significant issue for the
intelligent energy management of the autonomous electric vehicles. Machine-learning …

Co-estimation of lithium-ion battery state of charge and state of temperature based on a hybrid electrochemical-thermal-neural-network model

F Feng, S Teng, K Liu, J Xie, Y Xie, B Liu, K Li - Journal of Power Sources, 2020 - Elsevier
Battery modeling and state estimation are critical to the battery safety and vehicle driving
range. Currently, electrochemical mechanism based models require huge computation effort …

A review of modeling, management, and applications of grid-connected Li-ion battery storage systems

M Rouholamini, C Wang, H Nehrir, X Hu… - … on Smart Grid, 2022 - ieeexplore.ieee.org
The intermittency of renewable energy sources makes the use of energy storage systems
(ESSs) indispensable in modern power grids for supply-demand balancing and reliability …

A comprehensive review of available battery datasets, RUL prediction approaches, and advanced battery management

SA Hasib, S Islam, RK Chakrabortty, MJ Ryan… - Ieee …, 2021 - ieeexplore.ieee.org
Battery ensures power solutions for many necessary portable devices such as electric
vehicles, mobiles, and laptops. Owing to the rapid growth of Li-ion battery users, unwanted …

Co-estimation of state of charge and state of health for lithium-ion batteries based on fractional-order calculus

X Hu, H Yuan, C Zou, Z Li… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Lithium-ion batteries have emerged as the state-of-the-art energy storage for portable
electronics, electrified vehicles, and smart grids. An enabling Battery Management System …