Multi-factors research of bionic fern-inspired hybrid cooling system for enhanced thermal management of lithium-ion batteries DOI
Pengxiao Sui, Xiang Wen,

Jinquan Zheng

et al.

Journal of Energy Storage, Journal Year: 2025, Volume and Issue: 119, P. 116203 - 116203

Published: March 23, 2025

Language: Английский

Performance analysis of a battery thermal management system based on phase change materials with micro heat pipe arrays DOI
HE Zhao-yang, Ruoming Li,

Li Yang

et al.

Energy Conversion and Management, Journal Year: 2024, Volume and Issue: 311, P. 118506 - 118506

Published: May 8, 2024

Language: Английский

Citations

23
Aging mechanisms, prognostics and management for lithium-ion batteries: Recent advances DOI
Yujie Wang, Haoxiang Xiang,

Yin‐Yi Soo

et al.

Renewable and Sustainable Energy Reviews, Journal Year: 2024, Volume and Issue: 207, P. 114915 - 114915

Published: Sept. 10, 2024

Language: Английский

Citations

18
Multi-objective optimization of liquid cooling plate partially filled with porous medium for thermal management of lithium-ion battery pack by RSM, NSGA-II and TOPSIS DOI

Zhonghui Fu,

Wei Zuo, Qingqing Li

et al.

Energy, Journal Year: 2025, Volume and Issue: unknown, P. 134853 - 134853

Published: Feb. 1, 2025

Language: Английский

Citations

2
Topology optimization of liquid cooling plate for lithium battery heat dissipation based on a bionic leaf-vein structure DOI
Sen Zhan,

Lingfeng Liang,

Zonghua Li

et al.

International Journal of Heat and Mass Transfer, Journal Year: 2024, Volume and Issue: 231, P. 125898 - 125898

Published: July 3, 2024

Language: Английский

Citations

14
Structural optimization of serpentine channel water-cooled plate for lithium-ion battery modules based on multi-objective Bayesian optimization algorithm DOI

Qinmeng Jiang,

Yanhui Zhang, Yi Liu

et al.

Journal of Energy Storage, Journal Year: 2024, Volume and Issue: 91, P. 112136 - 112136

Published: May 19, 2024

Language: Английский

Citations

10
Mechanical vibration's effect on thermal management module of Li-ion battery module based on phase change material (PCM) in a high-temperature environment DOI Creative Commons
Jingyi Shen, Hayder I. Mohammed, Sheng Chen

et al.

Case Studies in Thermal Engineering, Journal Year: 2024, Volume and Issue: 60, P. 104752 - 104752

Published: July 1, 2024

PCM-based systems play a crucial role in managing the thermal conditions of electric vehicle (EV) battery modules, critical aspect ensuring their optimal performance. However, an often overlooked facet current research is impact mechanical vibration on EV modules during real-world driving scenarios. Addressing this gap, article takes pioneering approach, drawing inspiration from groundbreaking study by Du and Chen 2023. This delves into effects Battery Thermal Management System (BTMS) specifically adapted for operating high-temperature environments. The results, shedding light previously underestimated factor, unveil remarkable ability to ameliorate surge temperature within module, particularly under high discharge rates. An unprecedented revelation surfaces as emerges factor influencing thickness encapsulated PCM, offering unique avenue augmenting energy density powertrain. In challenging environment, fosters uniformity among batteries curtails heat accumulation module. Remarkably, when amplitude surpasses threshold, variations becomes negligible. Moreover, intricate relationship between frequency change complicates scenario, with medium frequencies demonstrating propensity enhance management system's overall These findings transcend theoretical realm, tangible insights immense implications practical design application. By recognizing harnessing potential benefits vibration, engineers designers can optimize BTMS, paving way more efficient resilient modules.

Language: Английский

Citations

9
Performance analysis and prediction of hybrid battery thermal management system integrating PCM with air cooling based on machine learning algorithm DOI
Ning Zhang, Zhiyuan Zhang, Jintao Li

et al.

Applied Thermal Engineering, Journal Year: 2024, Volume and Issue: unknown, P. 124474 - 124474

Published: Sept. 1, 2024

Language: Английский

Citations

9
Machine learning-based prediction of coolant velocity profiles for thermal management and energy minimization across drive cycles DOI
Rajesh Akula, Lalit Kumar

Journal of Energy Storage, Journal Year: 2025, Volume and Issue: 113, P. 115585 - 115585

Published: Feb. 7, 2025

Language: Английский

Citations

1
Performance study on a novel hybrid thermal management system for cylindrical lithium-ion battery pack based on liquid cooling and PCM DOI
Huafu Chen, Gaosheng Wei,

Li Xu

et al.

Applied Thermal Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 126392 - 126392

Published: March 1, 2025

Language: Английский

Citations

1
Deep learning-assisted design for battery liquid cooling plate with bionic leaf structure considering non-uniform heat generation DOI

Aodi Zheng,

Huan Gao,

Xiongjie Jia

et al.

Applied Energy, Journal Year: 2024, Volume and Issue: 373, P. 123898 - 123898

Published: July 22, 2024

Language: Английский

Citations

8