Review on thermal management of lithium-ion batteries for electric vehicles: Advances, challenges, and outlook

L He, Z Gu, Y Zhang, H **g, P Li - Energy & Fuels, 2023 - ACS Publications
Due to strict regulations and the requirement to reduce greenhouse gas emissions, electric
vehicles (BEVs) are a promising mode of transportation. The lithium battery is the most …

Vehicle-cloud-collaborated prognosis and health management for lithium-ion batteries: framework, technics and perspective

Z Sida, G Zichao, D Honglei, Z **nan, Z Yifan… - Energy Storage …, 2024 - Elsevier
Lithium-ion batteries have become one of the mainstay industries worldwide especially for
electric vehicles, but they always suffer from failures, including the accelerating degradation …

Improved Quantile Convolutional and Recurrent Neural Networks for Electric Vehicle Battery Temperature Prediction

AM Billert, R Yu, S Erschen, M Frey… - Big Data Mining and …, 2024 - ieeexplore.ieee.org
The battery thermal management of electric vehicles can be improved using neural networks
predicting quantile sequences of the battery temperature. This work extends a method for …

[HTML][HTML] Numerical and artificial neural network inspired study on step-like-plenum battery thermal management system

OM Oyewola, ET Idowu - International Journal of Thermofluids, 2024 - Elsevier
This study leverage numerical simulation (NS) and artificial neural network (ANN)
capabilities to carry out additional investigations on step-like plenum battery thermal …

A Predictive Controller for Battery Cooling and Air-Conditioning Systems to Tackle the Comfort-Safety-Efficiency Dilemma

JP Torralba, SD Kulkarni, G Shah, S Jaybhay… - 2024 - sae.org
The advent of electric vehicles has increased the complexity of air conditioning systems in
vehicles which now must maintain the safety and comfort of occupants while ensuring that …