Preprocessing of spent lithium-ion batteries for recycling: Need, methods, and trends

H Ali, HA Khan, M Pecht - Renewable and Sustainable Energy Reviews, 2022 - Elsevier
Recycling lithium-ion batteries (LIBs) has gained prominence in the last decade due to
increasing supply chain constraints for critical materials (such as lithium and cobalt) and …

A critical review on inconsistency mechanism, evaluation methods and improvement measures for lithium-ion battery energy storage systems

J Tian, Y Fan, T Pan, X Zhang, J Yin, Q Zhang - … and Sustainable Energy …, 2024 - Elsevier
With the rapid development of electric vehicles and smart grids, the demand for battery
energy storage systems is growing rapidly. The large-scale battery system leads to …

Research progress on power battery cooling technology for electric vehicles

M Lu, X Zhang, J Ji, X Xu, Y Zhang - Journal of Energy Storage, 2020 - Elsevier
In the charging and discharging process of new energy vehicles, how to maintain power
battery within optimum operating temperature range, reduce the peak temperature and …

All-temperature area battery application mechanism, performance, and strategies

S Chen, X Wei, G Zhang, X Wang, J Zhu, X Feng, H Dai… - The Innovation, 2023 - cell.com
Further applications of electric vehicles (EVs) and energy storage stations are limited
because of the thermal sensitivity, volatility, and poor durability of lithium-ion batteries (LIBs) …

Multi-objective optimization design for a double-direction liquid heating system-based Cell-to-Chassis battery module

S Chen, G Zhang, C Wu, W Huang, C Xu, C **… - International journal of …, 2022 - Elsevier
Sub-zero temperature causes performance degradation, lifespan shortage, and even some
safety issues of Li-ion battery cells, such as the internal short circuit. Preheating has become …

Performance evaluation of hybrid oscillating heat pipe with carbon nanotube nanofluids for electric vehicle battery cooling

Z Zhou, Y Lv, J Qu, Q Sun, D Grachev - Applied Thermal Engineering, 2021 - Elsevier
The development of highly-efficient, cost-effective and reliable cooling schemes of electric
vehicle (EV) battery is still an urgent need for the massive commercialization of EVs. In this …

The role of artificial intelligence in the mass adoption of electric vehicles

M Ahmed, Y Zheng, A Amine, H Fathiannasab, Z Chen - Joule, 2021 - cell.com
The electrification of mass transportation is hailed as a solution for reducing global
greenhouse-gas emissions and dependence on unsustainable energy sources. The annual …

Enhancing real-time degradation prediction of lithium-ion battery: A digital twin framework with CNN-LSTM-attention model

W Li, Y Li, A Garg, L Gao - Energy, 2024 - Elsevier
Lithium-ion batteries (LIBs) have gained widespread usage in electric vehicles (EVs) due to
their high energy density, long cycle life, and environmental friendliness. However, as LIBs …

Predictive machine learning in optimizing the performance of electric vehicle batteries: Techniques, challenges, and solutions

VS Naresh, GV Ratnakara Rao… - … Reviews: Data Mining …, 2024 - Wiley Online Library
This research paper explores the importance of optimizing the performance of electric
vehicle (EV) batteries to align with the rapid growth in EV usage. It uses predictive machine …