A review of lithium-ion battery thermal runaway modeling and diagnosis approaches

MK Tran, A Mevawalla, A Aziz, S Panchal, Y **e… - Processes, 2022 - mdpi.com
Lithium-ion (Li-ion) batteries have been utilized increasingly in recent years in various
applications, such as electric vehicles (EVs), electronics, and large energy storage systems …

A comprehensive review on advanced charging topologies and methodologies for electric vehicle battery

M Khalid, F Ahmad, BK Panigrahi, L Al-Fagih - Journal of Energy Storage, 2022 - Elsevier
The rise of greenhouse gas levels in the atmosphere is a severe climate change concern. A
significant part, such as CO 2 emission, comes from internal combustion engine-driven …

Machine learning for predicting battery capacity for electric vehicles

J Zhao, H Ling, J Liu, J Wang, AF Burke, Y Lian - ETransportation, 2023 - Elsevier
Predicting the evolution of multiphysics battery systems face severe challenges, including
various aging mechanisms, cell-to-cell variation and dynamic operating conditions. Despite …

A CNN-ABC model for estimation and optimization of heat generation rate and voltage distributions of lithium-ion batteries for electric vehicles

S Yalçın, S Panchal, MS Herdem - International Journal of Heat and Mass …, 2022 - Elsevier
Accurate estimation of battery voltage and heat generation rate (HGR) at different conditions
is critical to manage a battery system on behalf of making safe and efficient operations for …

[HTML][HTML] Digital twin of electric vehicle battery systems: Comprehensive review of the use cases, requirements, and platforms

F Naseri, S Gil, C Barbu, E Çetkin, G Yarimca… - … and Sustainable Energy …, 2023 - Elsevier
Transportation electrification has been fueled by recent advancements in the technology
and manufacturing of battery systems, but the industry yet is facing serious challenges that …

Lithium-ion battery management system for electric vehicles: constraints, challenges, and recommendations

AKMA Habib, MK Hasan, GF Issa, D Singh, S Islam… - Batteries, 2023 - mdpi.com
Flexible, manageable, and more efficient energy storage solutions have increased the
demand for electric vehicles. A powerful battery pack would power the driving motor of …

Thermal management of 18650 Li-ion battery using novel fins–PCM–EG composite heat sinks

R Akula, C Balaji - Applied Energy, 2022 - Elsevier
The present study introduces a novel fin–Phase Change Material (PCM)–Expanded
Graphite (EG) composite for better thermal management of a Panasonic NCR18650BD …

Research on battery thermal management system based on liquid cooling plate with honeycomb-like flow channel

D Zhao, Z Lei, C An - Applied Thermal Engineering, 2023 - Elsevier
In previous studies, researchers have been working to find a way to increase the heat
exchange area of​​ the flow channels in the liquid cooling plate (LCP), to improve the heat …

[HTML][HTML] Experimental studies of liquid immersion cooling for 18650 lithium-ion battery under different discharging conditions

Y Li, Z Zhou, L Hu, M Bai, L Gao, Y Li, X Liu, Y Li… - Case Studies in Thermal …, 2022 - Elsevier
In this study, fluorinated liquid immersion cooling as a new cooling scheme has been tested
and discussed for cooling the 18650 lithium-ion battery (LIB). SF33, with the boiling point of …

Temperature control of battery modules through composite phase change materials with dual operating temperature regions

G Ye, G Zhang, L Jiang, X Yang - Chemical Engineering Journal, 2022 - Elsevier
The phase change material (PCM)-based battery thermal management technology still
remains a contradiction of guaranteeing a suitable operating temperature (20–40℃) of the …