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Keywords: multi-objective optimization
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Journal Articles

A Computational Fluid Dynamics Coupled Multi-Objective Optimization Framework for Thermal System Design for Li-Ion Batteries With Metal Separators

Xujian Cui, Siqi Chen, Mi Xiao, Wei Li
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2021, 18(3): 030903.
Paper No: JEECS-20-1172
https://doi.org/10.1115/1.4050509
Published Online: April 2, 2021
...Xujian Cui; Siqi Chen; Mi Xiao; Wei Li Battery thermal management system (BTMS) has significant impacts on the performance of electric vehicles (EVs). In this research, a computational fluid dynamics (CFD) coupled multi-objective optimization framework is proposed to improve the thermal performance...
View Article titled, A Computational Fluid Dynamics Coupled <span class="search-highlight">Multi</span>-<span class="search-highlight">Objective</span> <span class="search-highlight">Optimization</span> Framework for Thermal System Design for Li-Ion Batteries With Metal Separators
Open the PDF for A Computational Fluid Dynamics Coupled <span class="search-highlight">Multi</span>-<span class="search-highlight">Objective</span> <span class="search-highlight">Optimization</span> Framework for Thermal System Design for Li-Ion Batteries With Metal Separators in another window
Topics: Batteries, Computational fluid dynamics, Coolants, Cooling, Design, Energy dissipation, Heat, Lithium-ion batteries, Metals, Pareto optimization
Journal Articles

A Framework of Optimal Design of Thermal Management System for Lithium-Ion Battery Pack Using Multi-Objectives Optimization

Xiangping Liao, Chong Ma, Xiongbin Peng, Yuwu Li, Lianfeng Duan, Akhil Garg, Liang Gao
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2021, 18(2): 021005.
Paper No: JEECS-20-1029
https://doi.org/10.1115/1.4048010
Published Online: August 24, 2020
... using surrogate model and multi-objective optimization methodology. The accuracy of this method was then validated through two cases. The proposed framework aims to find a way to design a battery pack with at least two types of the following objectives: the smallest maximum temperature, smallest...
View Article titled, A Framework of Optimal Design of Thermal Management System for Lithium-Ion Battery Pack Using <span class="search-highlight">Multi</span>-<span class="search-highlight">Objectives</span> <span class="search-highlight">Optimization</span>
Open the PDF for A Framework of Optimal Design of Thermal Management System for Lithium-Ion Battery Pack Using <span class="search-highlight">Multi</span>-<span class="search-highlight">Objectives</span> <span class="search-highlight">Optimization</span> in another window
Topics: Batteries, Computational fluid dynamics, Design, Lithium-ion batteries, Optimization, Pareto optimization, Temperature, Thermal management, Experimental design, Algorithms