[HTML][HTML] A critical review of improved deep learning methods for the remaining useful life prediction of lithium-ion batteries

S Wang, S **, D Bai, Y Fan, H Shi, C Fernandez - Energy Reports, 2021 - Elsevier
As widely used for secondary energy storage, lithium-ion batteries have become the core
component of the power supply system and accurate remaining useful life prediction is the …

Thermal Stability and Outgassing Behaviors of High‐nickel Cathodes in Lithium‐ion Batteries

Z Cui, A Manthiram - Angewandte Chemie International Edition, 2023 - Wiley Online Library
LiNiO2‐based high‐nickel layered oxide cathodes are regarded as promising cathode
materials for high‐energy‐density automotive lithium batteries. Most of the attention thus far …

An improved feedforward-long short-term memory modeling method for the whole-life-cycle state of charge prediction of lithium-ion batteries considering current …

S Wang, P Takyi-Aninakwa, S **, C Yu, C Fernandez… - Energy, 2022 - Elsevier
The whole-life-cycle state of charge (SOC) prediction plays a significant role in various
applications of lithium-ion batteries, but with great difficulties due to their internal capacity …

Review of fast charging strategies for lithium-ion battery systems and their applicability for battery electric vehicles

N Wassiliadis, J Schneider, A Frank, L Wildfeuer… - Journal of energy …, 2021 - Elsevier
Despite fast technological advances, world-wide adaption of battery electric vehicles (BEVs)
is still hampered—mainly by limited driving ranges and high charging times. Reducing the …

A critical review of improved deep convolutional neural network for multi-timescale state prediction of lithium-ion batteries

S Wang, P Ren, P Takyi-Aninakwa, S **, C Fernandez - Energies, 2022 - mdpi.com
Lithium-ion batteries are widely used as effective energy storage and have become the main
component of power supply systems. Accurate battery state prediction is key to ensuring …

Intelligent state of health estimation for lithium-ion battery pack based on big data analysis

L Song, K Zhang, T Liang, X Han, Y Zhang - Journal of Energy Storage, 2020 - Elsevier
State of health (SOH) of in-vehicle lithium-ion batteries not only directly determines the
acceleration performance and driving range of electric vehicles (EVs), but also reflects the …

Optimizing electric bus charging infrastructure considering power matching and seasonality

X Liu, X Qu, X Ma - Transportation Research Part D: Transport and …, 2021 - Elsevier
In this research, a novel optimization model for electric bus charging station location,
charger configuration, charging time and vehicle flow is developed considering power …

A rapid lithium-ion battery heating method based on bidirectional pulsed current: Heating effect and impact on battery life

Y Qin, J Du, L Lu, M Gao, F Haase, J Li, M Ouyang - Applied Energy, 2020 - Elsevier
Low temperature charging is a major challenge for lithium-ion batteries, since it could lead to
dramatic performance degradation and potential safety issues. A pre-heating process is …

Optimal design of a hybrid energy storage system in a plug-in hybrid electric vehicle for battery lifetime improvement

Y Bai, J Li, H He, RC Dos Santos, Q Yang - IEEE Access, 2020 - ieeexplore.ieee.org
This paper proposes a multi-dimensional size optimization framework and a hierarchical
energy management strategy (HEMS) to optimize the component size and the power of a …

Wireless energy: Paving the way for smart cities and a greener future

H **e, R Huang, H Sun, Z Han, M Jiang, D Zhang… - Energy and …, 2023 - Elsevier
The significance of energy stability in urban development has increased as the use of
intelligent devices continues to expand and extreme weather poses a threat to the integrity …