Abstract
Lithium-ion batteries are widely used in electric vehicles because of their high capacity and voltage. However, some drawbacks to the battery stability exist. The aim of our research was to determine the optimum width and number of channels of a cold plate. To estimate the temperature distribution and heat transfer rate, the MSMD (multi-scale multi-dimensional) - Newman P2D model in ANSYS Fluent was used. Prior to comparing the heat transfer rates of the various battery surfaces using different cold plates, the surface temperature of the battery (LiFePO4) at discharge rates of 2C, 3C, and 4C was calculated to determine the battery characteristics. Subsequently, two cold plates were attached to both sides (front and back) of the batteries and the heat transfer rate of the battery surface in contact with the cold plate, and the pressure drop between the inlet and outlet of the channels during the discharge process were estimated. In addition, the j and f factors, which are used to estimate the cooling performance of the cold plates, were calculated. In determining the most efficient cold plate options, the trade-off between the heat transfer coefficient and the pressure drop is also important for the relationship between the two factors (j and f factors).
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Abbreviations
- ΔP :
-
Pressure drop across plate [Pa]
- A :
-
Surface area [m2]
- c p :
-
Specific heat at constant pressure [J/(kg·°C)]
- D h :
-
Hydraulic diameter [m]
- f :
-
Friction factor
- h :
-
Heat transfer coefficient [W/(m2·°C)]
- j :
-
Colburn factor
- K :
-
Thermal conductivity [W/(m·°C)]
- L :
-
Characteristic length [m]
- Nu :
-
Nusselt number
- P :
-
Static pressure [Pa]
- Pr :
-
Prandtl number
- Re :
-
Reynolds number
- T :
-
Static temperature [K]
- ṁ :
-
Mass flow rate [kg/s]
- \(\dot{Q}\) :
-
Heat generation rate [W]
- b :
-
Battery
- max :
-
Maximum
- avg :
-
Average
- s :
-
Surface
- c :
-
Channel
- in :
-
Inlet
- out :
-
Outlet
- w :
-
Water
- μ :
-
Dynamic viscosity [Pas]
- σ :
-
Standard deviation [°C]
- ρ :
-
Density [kg/m3]
- ICE :
-
Internal combustion engine
- EV :
-
Electric vehicle
- IR :
-
Infrared
- PCU :
-
Power control unit
- BTMS :
-
Battery thermal management system
- CFD :
-
Computational fluid dynamics
- MSMD :
-
Multi-scale multi-dimensional
- P2D :
-
Pseudo-2D
- LiFePO4 :
-
Lithium iron phosphate
- LHS :
-
Latin hypercube sampling
References
H. S. Seo and H. M. Cho, Thermal management system for electric vehicle batteries and technology trends, J. of Energy Engineering, 23(2) (2014) 57–61.
S. J. Park and T. W. Kim, Battery thermal management system for electric vehicles, J. of the Korean Society of Automotive Engineers, 38(4) (2016) 15–21.
P. R. Tete, M. M. Gupta and S. S. Joshi, Numerical investigation on thermal characteristics of a liquid-cooled lithium-ion battery pack with cylindrical cell casings and a square duct, J. of Energy Storage, 48 (2022) 104041.
J. W. Kim, J. W. Oh and H. S. Lee, Review on battery thermal management system for electric vehicles, Applied Thermal Engineering, 149 (2019) 192–212.
D. W. Kim and M. Y. Lee, Theoretical approach on the heating and cooling system design for an effective operation of Li-ion batteries for electric vehicles, J. of the Korea Academia-Industrial Cooperation Society, 15(5) (2014) 2545–2552.
S. Panchal, I. Dincer, M. A. Chaab, R. Fraser and M. Fowler, Transient electrochemical heat transfer modeling and experimental validation of a large sized LiFePO4/graphite battery, International J. of Heat and Mass Transfer, 109 (2017) 1239–1251.
Y. Zhang, W. Zuo, E. Jiaqiang, J. Li, Q. Li, K. Sun, K. Zhou and G. Zhang, Performance comparison between straight channel cold plate and inclined channel cold plate for thermal management of a prismatic LiFePO4 battery, Energy, 248 (2022) 123637.
H. B. Kwon and H. S. Park, Numerical investigation of cooling performance of liquid-cooled battery in electric vehicles, Transactions of the Korean Society of Mechanical Engineers B, 40(6) (2016) 403–408.
K. Monika, C. Chakraborty, S. Roy, S. Dinda, S. Paul, A. Singh and S. Datta, An improved mini-channel based liquid cooling strategy of prismatic LiFePO4 batteries for electric or hybrid vehicles, J. of Energy Storage, 35 (2021) 102301.
K. Monika, C. Chakraborty, S. Roy, S. Dinda, S. A. Singh and S. P. Datta, Parametric investigation to optimize the thermal management of pouch type lithium-ion batteries with minichannel cold plates, International J. of Heat and Mass Transfer, 164 (2021) 120568.
Y. K. Ahn, A lithium-ion battery simulation using ANSYS fluent, Proceedings of the KSME Annual Meeting 2015 (2015) 291–296.
J. S. Kim, H. Y. Chun, J. C. Baek and S. H. Han, Parameter identification of lithium-ion battery pseudo-2-dimensional models using genetic algorithm and neural network cooperative optimization, J. of Energy Storage, 45 (2022) 103571.
M. Mastali, E. Samadani, S. Farhad and R. Fraser, Three-dimensional multi-particle electrochemical model of LiFePO4 cells based on a resistor network methodology, Electrochimica Acta, 190 (2016) 574–587.
H. Chun, M. Kim, J. Kim, K. Kim, J. Yu, T. Kim and S. Han, Adaptive exploration harmony search for effective parameter estimation in an electrochemical lithium-ion battery model, IEEE Access, 7 (2019) 131501–131511.
Y. Li, H. Guo, F. Qi, Z. Guo, M. Li and L. Tjernberg, Investigation on liquid cold plate thermal management system with heat pipes for LiFePO4 battery pack in electric vehicles, Applied Thermal Engineering, 185 (2021) 116382.
Y. Ran, Y. Su, L. Chen, K. Yan, C. Yang and Y. Zhao, Investigation on thermal performance of water-cooled Li-ion cell and module with tree-shaped channel cold plate, J. of Energy Storage, 50 (2022) 104040.
O. Kalkan, A. Celen and K. Bakirci, Multi-objective optimization of a mini channeled cold plate for using thermal management of a Li-Ion battery, Energy, 251 (2022) 123949.
J. Wang, X. Liu, F. Liu, Y. Liu, F. Wang and N. Yang, Numerical optimization of the cooling effect of the bionic spider-web channel cold plate on a pouch lithium-ion battery, Case Studies in Thermal Engineering, 26 (2021) 101124.
M. S. Patil, J. H. Seo, S. Panchal, S. W. Jee and M. Y. Lee, Investigation on thermal performance of water-cooled Li-ion pouch cell and pack at high discharge rate with U-turn type microchannel cold plate, International Journal of Heat and Mass Transfer, 155 (2020) 119728.
X. Xu, W. Li, B. Xu and J. Qin, Numerical study on a water cooling system for prismatic LiFePO4 batteries at abused operating conditions, Applied Energy, 250 (2019) 404–412.
H. Li, S. Zhang, Y. Ji, M. Sun, X. Li and Y. Sheng, The influence of catchment scale on comprehensive heat transfer performance about tube fin heat exchanger in numerical calculation, Energy Reports, 8 (2022) 147–155.
Acknowledgments
This research was financially supported by the Ministry of Trade, Industry, and Energy (MOTIE), Korea, under the “Regional Specialized Industry Development Program” (S3193 127) supervised by the Korea Institute for Advancement of Technology (KIAT), and supported by the Korea Institute of Energy Technology Evaluation and Planning (KETEP) and the Ministry of Trade, Industry, and Energy (MOTIE) (No. 202230 30030110).
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Hwang Seyeon received her Bachelor’s at Kyungpook National University (South Korea), in the Department of Precision Mechanical Engineering, and now works at Gyeongsang National University for her Master’s.
Kim SeolHa graduated from POSTECH, Bachelor’s (Mechanical Engineering), and Doctorate (Nuclear Engineering). He worked at the Korea Atomic Energy Research Institute and the Chinese Academy of Science as a researcher. Currently, he is working in Kyungpook National University as a Professor.
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Hwang, S., Choi, R., Kim, S. et al. Numerical analysis of LiFePo4 battery thermal management system using cold plate. J Mech Sci Technol 37, 3163–3171 (2023). https://doi.org/10.1007/s12206-023-0540-4
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DOI: https://doi.org/10.1007/s12206-023-0540-4