CFD-based thermal limit prediction of LiFePO4 submarine battery modules using UDF heat generation and hybrid cooling

Fajri Narotama, Prabowo Prabowo

Abstract


This study investigates the transient thermal behavior of LiFePObattery modules in a diesel-electric submarine battery compartment under constant 1C and 1.4C discharge conditions. A three-dimensional CFD model was developed in ANSYS® Fluent, with conjugate heat transfer between the battery modules, the air domain, and the liquid cooling channels. Battery heat generation was calculated through a compiled User-Defined Function derived from an equivalent-circuit heat-generation formulation. The module was represented as a homogenized orthotropic solid, allowing the compartment-scale model to be solved without resolving each cell. The heat-source model was validated against published experimental data for a 100 Ah prismatic LFP cell, yielding an RMSE of 0.28°C and an MAE of 0.24°C. At 1C discharge, hybrid cooling reduced the final maximum temperature from 48.25 °C to 45.26°C, while both cooling configurations remained below the 50°C thermal cutoff. At 1.4C discharge, natural convection reached the cutoff at 2140 s, whereas hybrid cooling delayed it to 2403 s, extending the operating window by 263 s (12.3%). Although the reduction in final maximum temperature was limited, the average temperature decreased by 5.62°C. These results indicate that hybrid cooling mainly reduces global heat accumulation, while internal heat conduction remains the dominant factor governing local hotspot formation.

Keywords


LiFePO4 submarine battery; CFD thermal management; UDF heat generation; equivalent circuit model; orthotropic homogenization; hybrid cooling; thermal cutoff time

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References


S. Sarkar, Md. T. Amin, M. M. El-Halwagi, and F. Khan, “Thermal behavior of LiFePO4 battery at faster C-rates and lower ambient temperatures,” Process Safety and Environmental Protection, vol. 186, pp. 118–133, Jun. 2024, doi: 10.1016/j.psep.2024.03.095.

P. Jindal, R. Katiyar, and J. Bhattacharya, “Evaluation of accuracy for Bernardi equation in estimating heat generation rate for continuous and pulse-discharge protocols in LFP and NMC based Li-ion batteries,” Applied Thermal Engineering, vol. 201, p. 117794, Jan. 2022, doi: 10.1016/j.applthermaleng.2021.117794.

A. Broatch, P. Olmeda, X. Margot, and L. Agizza, “A physical-based electro-thermal model for a prismatic lfp lithium-ion cell thermal analysis,” Energies, vol. 18, no. 5, p. 1281, Mar. 2025, doi: 10.3390/en18051281.

L. Magri, L. Sequino, and C. Ferrari, “Simulating the electrochemical-thermal behavior of a prismatic lithium-ion battery on the market under various discharge cycles,” Batteries, vol. 9, no. 8, p. 397, Jul. 2023, doi: 10.3390/batteries9080397.

H. Yu, J. Cai, and X. Zhang, “Thermal behavior simulation of lithium iron phosphate energy storage battery,” J. Electrochem. Sci. Technol, vol. 15, no. 4, pp. 521–529, Nov. 2024, doi: 10.33961/jecst.2024.00339.

F. Wang and J. Gao, “Feasibility analysis of new energy batteries equipped on conventional submarines,” in 2022 7th International Conference on Integrated Circuits and Microsystems (ICICM), Xi’an, China: IEEE, Oct. 2022, pp. 106–109. doi: 10.1109/ICICM56102.2022.10011306.

A. Gharehghani et al., “Progress in battery thermal management systems technologies for electric vehicles,” Renewable and Sustainable Energy Reviews, vol. 202, p. 114654, Sep. 2024, doi: 10.1016/j.rser.2024.114654.

X. Hu, H. Xu, C. Ding, Y. Tian, and K. Yang, “Numerical study on the thermal behavior of lithium-ion batteries based on an electrochemical–thermal coupling model,” Batteries, vol. 11, no. 7, p. 280, Jul. 2025, doi: 10.3390/batteries11070280.

M. A. ElNakeeb, A. ElDegwy, and E. E. Khalil, “Numerical investigation of ventilation methods in air conditioned battery storage room,” in 15th International Energy Conversion Engineering Conference, Atlanta, GA: American Institute of Aeronautics and Astronautics, Jul. 2017. doi: 10.2514/6.2017-4718.

D. D. Kim, H. Kim, W. S. Yim, and T. Lim, “An Analysis of the ventilation efficiency of various configurations of inlet and outlet vents in a residential building by CFD simulation,” Buildings, vol. 14, no. 11, p. 3449, Oct. 2024, doi: 10.3390/buildings14113449.

Y. Li et al., “Numerical simulations for indirect and direct cooling of 54 V LiFePO4 battery pack,” Energies, vol. 15, no. 13, p. 4581, Jun. 2022, doi: 10.3390/en15134581.

R. Ren, Y. Zhao, Y. Diao, and L. Liang, “Experimental study on the bottom liquid cooling thermal management system for lithium-ion battery based on multichannel flat tube,” Applied Thermal Engineering, vol. 219, p. 119636, Jan. 2023, doi: 10.1016/j.applthermaleng.2022.119636.

M. Mastali et al., “Electrochemical-thermal modeling and experimental validation of commercial graphite/LiFePO 4 pouch lithium-ion batteries,” International Journal of Thermal Sciences, vol. 129, pp. 218–230, Jul. 2018, doi: 10.1016/j.ijthermalsci.2018.03.004.

V. Romanovsky, B. Nikiforov, and A. Avramenko, “Improvement of lithium-ion rechargeable battery (LIRB) for Electric Ships,” J. Phys.: Conf. Ser., vol. 2131, no. 4, p. 042100, Dec. 2021, doi: 10.1088/1742-6596/2131/4/042100.

Y. Chen, “Research on energy-saving conventional submarine air-conditioning system based on heat and humidity load calculation,” HSET, vol. 56, pp. 407–414, Jul. 2023, doi: 10.54097/hset.v56i.10703.

C. X. He, Q. L. Yue, S. B. Wan, Z. X. Guo, J. Sun, and T. S. Zhao, “Experimental and numerical investigations of liquid cooling plates for pouch lithium-ion batteries considering non-uniform heat generation,” Applied Thermal Engineering, vol. 258, p. 124777, Jan. 2025, doi: 10.1016/j.applthermaleng.2024.124777.

Y. Deng et al., “Effects of different coolants and cooling strategies on the cooling performance of the power lithium ion battery system: A review,” Applied Thermal Engineering, vol. 142, pp. 10–29, Sep. 2018, doi: 10.1016/j.applthermaleng.2018.06.043.

X. Yuan, R. Zheng, J. Yang, B. Kong, and H. Shi, “Compact thermal management for high-density lithium-ion batteries: Liquid cooling solutions,” Journal of Energy Storage, vol. 113, p. 115523, Mar. 2025, doi: 10.1016/j.est.2025.115523.

S. Wankhede, A. D. Pingale, and A. Kale, “Experimental investigation on thermal management of lithium-ion battery pack for formula student electric vehicle using air-cooling system,” Energy Storage and Saving, vol. 4, no. 1, pp. 38–47, Mar. 2025, doi: 10.1016/j.enss.2024.11.008.

Y. Wu, B. Yang, X. Zhang, and S. Ying, “Research progress in battery thermal management system under vessel working conditions,” Journal of Energy Storage, vol. 96, p. 112761, Aug. 2024, doi: 10.1016/j.est.2024.112761.

M. Turhan, “Innovative IGBT-based charging systems for improved submarine battery management,” Engineering Science and Technology, an International Journal, vol. 58, p. 101825, Oct. 2024, doi: 10.1016/j.jestch.2024.101825.

P. Bugryniec, S. Khanna, M. Wootton, D. Williams, and S. Brown, “Assessment of the Risks Posed by Thermal Runaway within Marine Li-Ion Battery Energy Storage Systems - Considering Past Incidents, Current Guidelines and Future Mitigation Measures,” 2024, SSRN. doi: 10.2139/ssrn.5052235.

S. Kazemian, T. Geury, and O. Hegazy, “A review of battery systems and power electronics interfaces in electrified maritime transportation: Topologies, control techniques and future trends,” Energy Reports, vol. 15, p. 109396, Jun. 2026, doi: 10.1016/j.egyr.2026.109396.

J. Zhu et al., “Simulation analysis and optimization of containerized energy storage battery thermal management system,” Journal of Energy Storage, vol. 97, p. 112870, Sep. 2024, doi: 10.1016/j.est.2024.112870.

P. Kabirzadeh et al., “Integrating heat transfer and control optimization: A comprehensive review of battery thermal management systems,” Journal of Energy Storage, vol. 131, p. 117289, Sep. 2025, doi: 10.1016/j.est.2025.117289.

L. Sheng et al., “Experimental and numerical approach for analyzing thermal behaviors of a prismatic hard-cased lithium-ion battery,” Journal of Energy Storage, vol. 35, p. 102313, Mar. 2021, doi: 10.1016/j.est.2021.102313.

G. Sevilgen, H. Dursun, and M. Kılıç, “Experimental and numerical investigations on the thermal performance of three different cold plates designed for the electrical vehicle battery module,” Sustainability, vol. 15, no. 19, p. 14162, Sep. 2023, doi: 10.3390/su151914162.

A. Nazari and S. Farhad, “Heat generation in lithium-ion batteries with different nominal capacities and chemistries,” Applied Thermal Engineering, vol. 125, pp. 1501–1517, Oct. 2017, doi: 10.1016/j.applthermaleng.2017.07.126.

D. Lei, Y. Wang, J. Fu, X. Zhu, J. Shi, and Y. Wang, “Electrochemical-thermal analysis of large-sized lithium-ion batteries: Influence of cell thickness and cooling strategy in charging,” Energy, vol. 307, p. 132629, Oct. 2024, doi: 10.1016/j.energy.2024.132629.

J. Mi, X. Liu, D. Zhu, L. Chen, and Y. Li, “The exploration of the internal homogeneities for a LiFePO4 pouch lithium-ion battery with a 3D electrochemical-thermal coupled model,” Next Energy, vol. 4, p. 100127, Jul. 2024, doi: 10.1016/j.nxener.2024.100127.




DOI: http://dx.doi.org/10.30811/jpl.v24i3.9144

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