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A simplified modeling approach for estimation of thermal performance in air-cooled large-scale lithium battery packages
Luleå University of Technology, Department of Engineering Sciences and Mathematics, Fluid and Experimental Mechanics.ORCID iD: 0000-0001-9779-7447
Luleå University of Technology, Department of Engineering Sciences and Mathematics, Fluid and Experimental Mechanics.ORCID iD: 0000-0001-8235-9639
Luleå University of Technology, Department of Engineering Sciences and Mathematics, Fluid and Experimental Mechanics.ORCID iD: 0000-0002-1033-0244
(English)Manuscript (preprint) (Other academic)
Abstract [en]

Recent studies have revealed that effective thermal management systems are necessary to maintain the performance and lifespan of lithium battery systems while enhancing their overall safety and efficiency. A novel modeling approach is presented in this work to estimate the thermal performance of air-based cooling systems for large-scale lithium battery packages. The overall model consists of sub-models, including an analytical model for battery cells and a numerical heat and flow model for the battery module, which are validated against experimental data and empirical correlation, respectively. The approach enables the sub-models to operate independently, allowing accurate transient simulations with reduced processing time. The model is employed to evaluate the effect of cell spacing on the thermal performance of an air-cooled battery system designed for a hybrid electric vehicle. The results demonstrate that the maximum temperature within the battery cells positively correlates with transverse and longitudinal pitch ratios; however, the maximum temperature difference in the battery module shows a negative correlation. In contrast, temperature uniformity shows non-monotonic behavior, making it an applicable criterion to balance between temperature rise and thermal gradients. Moreover, considerable temperature non-uniformity is noted in the early rows, which becomes less significant as pitch ratios decrease.

Keywords [en]
Battery thermal management system, Cylindrical lithium battery package, Analytical model, URANS model, Spacing effect
National Category
Fluid Mechanics
Research subject
Fluid Mechanics
Identifiers
URN: urn:nbn:se:ltu:diva-95444OAI: oai:DiVA.org:ltu-95444DiVA, id: diva2:1733279
Funder
StandUp, 197140Available from: 2023-02-01 Created: 2023-02-01 Last updated: 2025-02-09
In thesis
1. Heat transfer in ordered porous media with application to batteries
Open this publication in new window or tab >>Heat transfer in ordered porous media with application to batteries
2023 (English)Licentiate thesis, comprehensive summary (Other academic)
Abstract [en]

Environmental concerns, resource depletion, energy security, technological advancements, and global policies are just a few of the variables influencing the global energy perspective. In the case of technological advancement, lithium batteries play a key role in the development of a more sustainable energy infrastructure. The high energy density and long lifespan of lithium batteries make them ideal for usage in a broad range of applications, such as portable electronics, electric vehicles, and grid-scale energy storage for renewable energy sources. However, there are certain possible concerns regarding the safe operation and performance of lithium batteries, most of which are associated with the temperature sensitivity of lithium batteries. Hence, battery thermal management systems are an essential component of a battery package for regulating the temperature level in lithium batteries to avoid the aging process, poor performance, and safety issues.  

Many studies have been conducted to develop battery thermal management systems with improved cooling performance. Within this framework, Paper A in this licentiate thesis considers how the design of a lithium battery cell may be improved to reduce the thermal load on the thermal management system. An analytical model based on the integral transform technique is developed to accurately and efficiently predict the thermal behavior of a cylindrical lithium battery cell. Following model validation, the thermal behavior of cylindrical lithium-ion battery cells with different jelly-roll layers and can sizes are compared. The results demonstrate that 21700 cylindrical battery cells outperform other types of cylindrical battery cells in terms of thermal performance. Furthermore, the thermally optimal thicknesses for positive active material, negative active material, positive current collector, and negative current collector are 180, 34, 21, and 20 um, respectively.

After learning about design considerations to reduce thermal issues in lithium-ion battery cells and developing a proper tool for further studies, the focus was set on the flow behavior surrounding a cylindrical battery cell in an air-based cooling system. The cooling system under consideration is a wall-bounded cross-flow heat exchanger, the most common air-based cooling system for battery applications. Despite the importance of the cooling system in battery safety, few studies have been conducted to investigate the thermo-flow characteristics of wall-bounded cross-flow heat exchangers. Hence, in the battery research field, it is common to estimate the performance of wall-bounded cross-flow heat exchangers using the thermal characteristics of free cross-flow heat exchangers due to their geometrical similarities. In Paper B, this assumption is scrutinized by comparing the thermo-fluid characteristics of free and wall-bounded cross-flow heat exchangers. According to the results, flow through both heat exchangers shows almost similar thermo-fluid behavior in areas sufficiently far from the bounding walls. A turbulence model study suggests that the k-kl-omega transition model is a time-efficient and reliable turbulence model for capturing thermo-fluid characteristics in such heat exchangers. Moreover, it is observed that the two different heat exchangers have an almost identical area-averaged heat transfer rate despite the local changes in Nusselt number along the height of cells. This finding shows that it is possible to do two-dimensional simulations for applications that only require an area-averaged heat transfer rate on the battery cells.

The findings in Paper A and Paper B may be used to investigate the cooling performance of a battery thermal management system with a practical design. Hence, in Paper C, a comprehensive yet simplified model is developed that can be used to study the thermal field of lithium battery cells in a large-scale air-based battery thermal management system. The model consists of the CFD model derived in Paper B, which predicts the flow behavior around cells in the inner region of the battery package, and the analytical model described in Paper A, which determines the thermal field within the battery cells. The area-averaged heat transfer coefficient interconnects the models, and a system of equations is employed to estimate the row-to-row variation of the thermal field. The model is employed to assess the effect of transverse and longitudinal pitch ratios on the thermal performance of an air-based battery thermal management system used in a hybrid electric vehicle.

Place, publisher, year, edition, pages
Luleå: Luleå University of Technology, 2023
Series
Licentiate thesis / Luleå University of Technology, ISSN 1402-1757
Keywords
battery thermal management system, heat exchanger, cylindrical lithium-ion battery, cross-flow, analytical model, URANS model, thermal evaluation, wall effect, spacing effect, temperature distribution
National Category
Fluid Mechanics
Research subject
Fluid Mechanics
Identifiers
urn:nbn:se:ltu:diva-95485 (URN)978-91-8048-262-2 (ISBN)978-91-8048-263-9 (ISBN)
Presentation
2023-03-31, E632, Luleå University of Technology, Luleå, 09:00 (English)
Opponent
Supervisors
Funder
StandUp, 197140
Available from: 2023-02-02 Created: 2023-02-02 Last updated: 2025-02-09Bibliographically approved

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Moosavi, AminLjung, Anna-LenaLundström, Staffan

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