Optimization study on the immersion flow structure design for high-capacity battery module using 4-heat-source electro-thermal model DOI

Qianlei Shi,

Qian Liu,

Ke‐Han He

et al.

Applied Thermal Engineering, Journal Year: 2024, Volume and Issue: unknown, P. 125226 - 125226

Published: Dec. 1, 2024

Language: Английский

Immersion cooling innovations and critical hurdles in Li-ion battery cooling for future electric vehicles DOI Creative Commons
Abdul Wahab, Aezid-Ul-Hassan Najmi, Hossein Senobar

et al.

Renewable and Sustainable Energy Reviews, Journal Year: 2025, Volume and Issue: 211, P. 115268 - 115268

Published: Jan. 7, 2025

Language: Английский

Citations

5
Modeling liquid immersion-cooling battery thermal management system and optimization via machine learning DOI
Shakeel Ahmad, Yanhui Liu, Shahid Ali Khan

et al.

International Communications in Heat and Mass Transfer, Journal Year: 2024, Volume and Issue: 158, P. 107835 - 107835

Published: July 26, 2024

Language: Английский

Citations

8
Research on aging-thermal characteristics coupling and aging thermal management analysis of large-capacity LiFePO4 battery DOI
Weihuan Zhao, Chao Meng,

Yingru Zhao

et al.

Journal of Energy Storage, Journal Year: 2025, Volume and Issue: 114, P. 115675 - 115675

Published: Feb. 12, 2025

Language: Английский

Citations

0
Analysis of dynamic characteristics of single-phase/two-phase immersion cooling battery module under sloshing excitations DOI

Han Wang,

Zengpeng Wang,

Dong Huang

et al.

International Journal of Heat and Mass Transfer, Journal Year: 2025, Volume and Issue: 242, P. 126824 - 126824

Published: Feb. 20, 2025

Language: Английский

Citations

0
Reducing temperature inhomogeneity in 280Ah lithium-ion battery and battery pack by single phase immersion cooling strategy DOI
Peizhao Lyu, Yunlong Xiao, X.W. Fan

et al.

International Journal of Heat and Mass Transfer, Journal Year: 2025, Volume and Issue: 244, P. 126917 - 126917

Published: March 9, 2025

Language: Английский

Citations

0
Multiphysics-Multiscale Reduced Order Model based Design Optimization of the Immersion Cooled Battery System DOI
Ramavtar Tyagi, Sergio Negro,

Alex Baranowski

et al.

SAE technical papers on CD-ROM/SAE technical paper series, Journal Year: 2025, Volume and Issue: 1

Published: April 1, 2025

<div class="section abstract"><div class="htmlview paragraph">A vital aspect of Ultra-Fast Charging (UFC) Li-Ion battery pack is its thermal management system, which impacts safety, performance, and cell longevity. Immersion cooling technology more effective compared to indirect cold plate as heat can dissipate much quicker has a potential mitigate the runaway propagation, improve overall life significantly.</div><div paragraph">For design optimization getting better insight, high fidelity Multiphysics-Multiscale simulations are required. Equivalent Circuit Model (ECM) based electro-thermally coupled multi-physics CFD performed optimize innovative busbar design, recently developed immersion cooled pack, enables capability remove individual cell. Further, 3D transient flow-thermal have helped in optimizing coolant flow direction, inlet positions, spacing separator for efficient distribution module. While high-fidelity models accurately depict behavior, their computational demands often hinder quick optimizations.</div><div paragraph">Therefore, this study focuses on generating Reduced Order Models (ROM) from models, prediction performance Battery Management System (BMS) using real-time simulations. A detailed methodology creating linear parameter variant (LPV) ROM, multiple time in-variant (LTI) matrices, parametric studies, being studied. The ROM fully integrates electro-thermal aspects systems where dielectric liquid direct contact with cells flows along axial direction cells. required training data LPV creation generated by running step response converged steady-state solution different rates. experimental module setup comprising 144 immersed fluid also prepared model validation. validations done against test results confirms ROM's accuracy robustness, tenfold reduction minimal loss accuracy.</div></div>

Language: Английский

Citations

0
Investigation on electro-thermal characteristics and heat transfer of immersion cooling for lithium-ion battery module at high-ambient temperature DOI Creative Commons

Chongmao Mo,

Anthony Chun Yin Yuen, Yi Wu

et al.

Journal of Power Sources, Journal Year: 2025, Volume and Issue: 645, P. 237238 - 237238

Published: May 2, 2025

Language: Английский

Citations

0
Optimization of an immersion cooling 46.5 kW/46.5 kWh battery module using flow resistance network shortcut method DOI

Qianlei Shi,

Qian Liu, Yingying Liu

et al.

Journal of Energy Storage, Journal Year: 2024, Volume and Issue: 103, P. 114383 - 114383

Published: Nov. 5, 2024

Language: Английский

Citations

3
Experimental study of a novel guided sequential immersion cooling system for battery thermal management DOI

Kaiwei Zhong,

Changhong Wang,

Qingyi Luo

et al.

Applied Thermal Engineering, Journal Year: 2024, Volume and Issue: 257, P. 124337 - 124337

Published: Sept. 11, 2024

Language: Английский

Citations

2
Multi-objective optimization of an immersion cooling battery module with manifold jet impingement: Based on precision model for high-capacity batteries DOI

Qianlei Shi,

Qian Liu, B.H. Zhang

et al.

International Communications in Heat and Mass Transfer, Journal Year: 2024, Volume and Issue: 161, P. 108448 - 108448

Published: Dec. 5, 2024

Language: Английский

Citations

2