Multiobjective optimization of air-cooled battery thermal management system based on heat dissipation model

J Chen, X Zhao, B Wang, C Zhang, D Xuan - Ionics, 2021 - Springer
Battery thermal management system (BTMS) is a key to control battery temperature and
promote the development of electric vehicles. In this paper, the heat dissipation model is …

A J-Type Air-Cooled Battery Thermal Management System Design and Optimization Based on the Electro-Thermal Coupled Model

H Fan, L Wang, W Chen, B Liu, P Wang - Energies, 2023 - mdpi.com
Air-cooled battery thermal management system (BTMS) is a widely adopted temperature
control strategy for lithium-ion batteries. However, a battery pack with this type of BTMS …

Multi-objective design optimization of battery thermal management system for electric vehicles

S Su, W Li, Y Li, A Garg, L Gao, Q Zhou - Applied Thermal Engineering, 2021 - Elsevier
Lithium batteries are commonly used as the primary power storage unit for electric vehicles,
and their performance is sensitive to temperature. Thus, the battery thermal management …

Multi-objective optimization of battery thermal management system combining response surface analysis and NSGA-II algorithm

D Zhao, M Chen, J Lv, Z Lei, W Song - Energy Conversion and …, 2023 - Elsevier
To keep the operating temperature of lithium-ion batteries (LiBs) in the ideal range, a phase
change material (PCM)/microchannel coupled battery thermal management system (BTMS) …

Surrogate based multi-objective optimization of j-type battery thermal management system

Y Liu, P Ghassemi… - … and Information in …, 2018 - asmedigitalcollection.asme.org
This paper proposes a novel and flexible J-type air-based battery thermal management
system (BTMS), by integrating conventional Z-type and U-type BTMS. With two controlling …

Cooling performance optimization of air-cooled battery thermal management system

M Wang, S Teng, H Xi, Y Li - Applied thermal engineering, 2021 - Elsevier
Air-cooled battery thermal management system (BTMS) is usually employed to effectively
dissipate heat and keep the battery temperature within a normal range. In this study, a new …

Multi-objective parameter optimization of the Z-type air-cooling system based on artificial neural network

L Jin, H Xi - Journal of Energy Storage, 2024 - Elsevier
The performance of electric vehicles is significantly influenced by the battery thermal
management system (BTMS). In this article, the Z-type air cooling BTMS is studied, and a …

Cooling performance and optimization of a new hybrid thermal management system of cylindrical battery

W Zeng, Y Niu, S Li, S Hu, B Mao, Y Zhang - Applied Thermal Engineering, 2022 - Elsevier
To enhance the temperature uniformity of liquid cooling system, an effective strategy was
proposed based on liquid cooling and micro heat pipe array (MHPA) for prismatic batteries …

Cooling Performance Optimization of Air‐Cooled Battery Thermal Management System with L‐Type Flow

X Zhang, X Fan, Y Deng - Energy Technology, 2023 - Wiley Online Library
The development of electric vehicles has driven the refinement of thermal management
technology for batteries. Due to the limitations of device locations during operation, battery …

Cooling efficiency improvement of air-cooled battery thermal management system through designing the flow pattern

K Chen, W Wu, F Yuan, L Chen, S Wang - Energy, 2019 - Elsevier
Air-cooled battery thermal management system (BTMS) is one of the most commonly used
solutions to maintain the appropriate temperature of battery pack in electric vehicle. In the …