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REFERENCES

1 
Y. Wang, C. Xiong, Y. Wang, P. Xu, C. Ju, J. Shi, G. Yang, and J. Chu, ``Temperature state prediction for lithium-ion batteries based on improved physics informed neural networks,'' Journal of Energy Storage, vol. 73, 108863, 2023.DOI
2 
T. Talluri, T. H. Kim, and K. J. Shin, ``Analysis of a battery pack with a phase change material for the extreme temperature conditions of an electrical vehicle,'' Energies, vol. 13, no. 3, 507, Jan. 2020.DOI
3 
S. Kim, T. Talluri, A. Angani, and K. J. Shin, ``Improve performance of the lithium polymer battery module Part 1: Heat transfer enhancement on Li-pouch battery with PCM in hot soaking,'' Proc. of 2020 IEEE 2nd International Conference on Architecture, Construction, EnvironmentandHydraulics (ICACEH), IEEE, pp. 87-89, 2020.DOI
4 
V. M. Goud, G. Satuanarayana, J. Ramesh, G. A> Pathanjali, and D. R. Sudhakar, ``An experimental investigation and hybrid neural network modelling of thermal management of lithium-ion batteries using a non-paraffinic organic phase change material, Myristyl alcohol,'' Journal of Energy Storage, vol. 72, 108395, Nov. 2023.DOI
5 
M. M. Comesaña, L. Febrero-Garrido, F. Troncoso- Pastoriza, and J. Martinez-Torres, ``Prediction of building's thermal performance using LSTM and MLP neural networks,'' Applied Sciences, vol. 10, no. 21, pp. 7439, Oct. 2020.DOI
6 
S. Panchal, I. Dincer, M. Agelin-Chaab, R. Freaser, and M. Fowler, ``Thermal modeling and validation of temperature distributions in a prismatic lithium-ion battery at different discharge rates and varying boundary conditions,'' Applied Thermal Engineering, vol. 96, pp. 190-199, Mar. 2016.DOI
7 
F. Jaliliantabar, R. Mamat, and S. Kumarasamy, ``Prediction of lithium-ion battery temperature in different operating conditions equipped with passive battery thermal management system by artificial neural networks,'' Materials Today: Proceedings, vol. 48, pp. 1796-1804, Jan. 2022.DOI
8 
O. Yetik and T. H. Karakoc, ``Estimation of thermal effect of different busbars materials on prismatic Li-ion batteries based on artificial neural networks,'' Journal of Energy Storage, vol. 38, 102543, Jun. 2021.DOI
9 
S. Zhu, C. He, N. Zhao, and J. Sha, ``Data-driven analysis on thermal effects and temperature changes of lithium-ion battery,'' Journal of Power Sources, vol. 482, 228983, Jan. 2021.DOI
10 
J. Kleiner, M. Stuckenberger, L. Komsiyska, and C. Endisch, ``Real-time core temperature prediction of prismatic automotive lithium-ion battery cells based on artificial neural networks,'' Journal of Energy Storage, vol. 39, 102588, Jul. 2021DOI
11 
T. Talluri, H. T. Chung, and K. Shin, ``Study of battery state-of-charge estimation with kNN machine learning method,'' IEIE Transactions on Smart Processing & Computing, vol. 10, no. 6, pp. 496-504, Dec. 2021.DOI
12 
T. Talluri, A. Angani, K. Shin, M.-H. Hwang, and H.-R. Cha, ``A novel design of lithium-polymer pouch battery pack with passive thermal management for electric vehicles,'' Energy, vol. 304, 132205, Sep. 2024.DOI
13 
K. J. Shin, ``Design of backpropagation neural network for aging estimation of electric battery,'' Sensors & Materials, vol. 35, no. 4, pp. 1385-1395, Apr. 2023.DOI
14 
S. Kim, T. Talluri, A. Angani, and K. J. Shin, ``Improve performance of the lithium polymer battery module Part 1: Heat transfer enhancement on Li-pouch battery with PCM in hot soaking,'' Proc. of 2020 IEEE 2nd International Conference on Architecture, Construction, Environment and Hydraulics (ICACEH), IEEE, pp. 87-89, Dec. 2020.DOI
15 
A. Angani, E. Kim, and K. Shin, ``Improvement of thermal performance of electric vehicle battery pack with phase-change material,'' Sensors & Materials, vol. 32, no. 5, pp. 1609-1622, May 2020.DOI
16 
T. Nakama, ``Theoretical analysis of batch and on-line training for gradient descent learning in neural networks,'' Neurocomputing, vol. 73, no. 1, pp. 151-159, Dec.2009.DOI
17 
N. Javani, I. Dincer, G. F. Naterer, and B. S. Yilbas, ``Heat transfer and thermal management with PCMs in a Li-ion battery cell for electric vehicles,'' International Journal of Heat and Mass Transfer, vol. 72, pp. 690-703, May 2014.DOI
18 
N. Zhang, Z. Zhang, J. Li, and X. Cao, ``Performance analysis and prediction of hybrid battery thermal management system integrating PCM with air cooling based on machine learning algorithm,'' Applied Thermal Engineering, vol. 15, no. 257, 124474, Dec. 2024.DOI
19 
F. Leng, C. M. Tan, and M. Pecht, ``Effect of temperature on the aging rate of Li ion battery operating above room temperature,'' Scientific Reports, vol. 5, no. 1, 12967, Aug. 2015.DOI
20 
J. Weng, C. Xiao, X. Yang, D. Ouyang, M. Chen, G. Zhang, E. L. Waiming, R. K. Yuen, and J. Wang, ``An energy-saving battery thermal management strategy coupling tubular phase-change-material with dynamic liquid cooling under different ambient temperatures,'' Renewable Energy, vol. 195, pp. 918-930, Aug. 2022.DOI
21 
H. Yang, M. Li, Z. Wang, and B. Ma, ``A compact and lightweight hybrid liquid cooling system coupling with Z-type cold plates and PCM composite for battery thermal management,'' Energy, vol. 15, no. 263, 126026, Jan. 2023.DOI
22 
Z. Liu, B. Wang, Y. Tan, and P. Li, ``Thermal management of lithium-ion battery pack under demanding conditions and long operating cycles using fin-enhanced PCMs/water hybrid cooling system,'' Applied Thermal Engineering, vol. 1, no. 233, 121214, Oct. 2023.DOI