Temperature prediction of lithium-ion battery based on artificial neural network model

Y Wang, X Chen, C Li, Y Yu, G Zhou, CY Wang… - Applied Thermal …, 2023 - Elsevier
Accurate temperature prediction is one of the most critical problems to improve battery
performance, and prevent thermal runaway. However, the heat generation and heat …

Critical insights and recent updates on passive battery thermal management system integrated with nano-enhanced phase change materials

YA Bhutto, AK Pandey, R Saidur, K Sharma… - Materials Today …, 2023 - Elsevier
The rapid adoption of electric vehicles and renewable energy sources has driven the need
for highly efficient battery systems. The main problem related to batteries is their self …

Thermal performance of a lithium-ion battery thermal management system with vapor chamber and minichannel cold plate

J Cheng, S Shuai, Z Tang - Applied Thermal Engineering, 2023 - Elsevier
An effective battery thermal management system is essential to maintain the operating
temperature of lithium-ion batteries for electric vehicles in the optimum range and excellent …

Experimental study on the bottom liquid cooling thermal management system for lithium-ion battery based on multichannel flat tube

R Ren, Y Zhao, Y Diao, L Liang - Applied Thermal Engineering, 2023 - Elsevier
Thermal management system (TMS) plays an important role in reducing the battery module's
temperature rise and ensuring temperature uniformity. In this study, a bottom liquid cooling …

A novel MOF/RGO-based composite phase change material for battery thermal management

J Zhou, M Fang, K Yang, K Lu, H Fei, P Mu… - Applied Thermal …, 2023 - Elsevier
Despite being an advanced material widely used in solar energy harvesting, indoor thermal
environment of buildings and other fields, the phase change material (PCM) still suffers from …

Experimental and computational advancement of cathode materials for futuristic sodium ion batteries

JAK Satrughna, A Kanwade, A Srivastava, MK Tiwari… - Materials Today, 2023 - Elsevier
Owing to the earth's abundance and wide availability of natural sodium sources, sodium-ion
batteries (SIBs) are potential alternatives to lithium-ion batteries (LIBs). SIBs showcase …

Phase change materials for lithium-ion battery thermal management systems: A review

Z Li, Y Zhang, S Zhang, B Tang - Journal of Energy Storage, 2024 - Elsevier
The performance of lithium-ion (Li-ion) batteries is significantly influenced by temperature
variations, necessitating the implementation of a battery thermal management system …

A lumped electro-thermal model for a battery module with a novel hybrid cooling system

J He, MS Hosen, R Youssef, T Kalogiannis… - Applied Thermal …, 2023 - Elsevier
An accurate thermal model is one of the keys to a thermal management system. However
modeling of these battery modules based on lumped thermal model is challenging. The …

A bibliometric analysis of lithium-ion batteries in electric vehicles

S Chen, J Xiong, Y Qiu, Y Zhao, S Chen - Journal of Energy Storage, 2023 - Elsevier
As the ideal energy storage device, lithium-ion batteries (LIBs) are already equipped in
millions of electric vehicles (EVs). The complexity of this system leads to the related research …

Effects of module size on the heat dissipation performance of the thermal management system for the battery module with cylindrical cells

Y Xie, L Li, Q Xu, X Li, H Huang, Y Huang, S Bei… - Applied Thermal …, 2024 - Elsevier
Heat dissipation performances of battery thermal management systems (BTMSs) reported in
the literature are usually evaluated based on the modules with different sizes. Yet, effects of …