KIEE - The Transactions of the Korean Institute of Electrical Engineers

1

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X. Zhang, Z. Li, L. Luo, Y. Fan, and Z. Du, “A review on thermal management of lithium-ion batteries for electric vehicles,” Energy, vol. 238, pt. A, 121652, 2022.

3

S. Wu, R. Xiong, H. Li, V. Nian, and S. Ma, “The state of the art on preheating lithium-ion batteries in cold weather,” Journal of Energy Storage, vol. 27, 101059, 2020.

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C.-Y. Wang, G. Zhang, S. Ge, T. Xu, Y. Ji, X.-G. Yang, and Y. Leng, “Lithium-ion battery structure that self-heats at low temperatures,” Nature, vol. 529, pp. 515-518, 2016.

5

Z. G. Qu, Z.Y. Jiang, and Q. Wang, “Experimental study on pulse self–heating of lithium–ion battery at low temperature,” International journal of heat and mass transfer, vol. 135, pp. 696-705, 2019.

6

S. Guo, R. Xiong, K. Wang, and F. Sun, “A novel echelon internal heating strategy of cold batteries for all-climate electric vehicles application,” Applied Energy, vol. 219, pp. 256-263, 2018.

7

J. Zhu, Z. Sun, X. Wei, H. Dai, and W. Gu, “Experimental investigations of an AC pulse heating method for vehicular high power lithium-ion batteries at subzero temperatures,” Journal of power sources, vol. 367, pp. 145-157, 2017.

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Y. Ji, and C.Y. Wang, “Heating strategies for Li-ion batteries operated from subzero temperatures,” Electrochimica Acta, vol. 107, pp. 664-674, 2013.

9

Y. Wang, Z. Rao, S. Liu, X. Li, H. Li, and R. Xiong, “Evaluating the performance of liquid immersing preheating system for lithium-ion battery pack,” Applied Thermal Engineering, vol. 190, 116811, 2021.

10

Z. Ling, X. Wen, Z. Zhang, X. Fang, and T. Xu, “Warming-up effects of phase change materials on lithium-ion batteries operated at low temperatures,” Energy Technology, vol. 4, no. 9, pp. 1071-1076, 2016.

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C. Alaoui, and Z.M. Salameh, “A novel thermal management for electric and hybrid vehicles,” IEEE transactions on vehicular technology, vol. 54, no. 2, pp. 468-476, 2005.

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X. Jin, J. Q. Li, C. N. Zhang, and P. E. Wu, “Researches on modeling and experiment of Li-ion battery PTC self-heating in electric vehicles,” Energy Procedia, vol. 104, pp. 62-67, 2016.

13

Z. Lei, C. Zhang, J. Li, G. Fan, and Z. Lin, “Preheating method of lithium-ion batteries in an electric vehicle,” Journal of Modern Power Systems and Clean Energy, vol. 3, no. 2, pp. 289-296, 2015.

14

H. Ji, J. H. Peck, and C. D. Gang, “Experimental Study on the Power Consumption Reduction of ESS Constant Temperature System with Phase Change Material,” SAREK Summer Conference Proceedings, pp. 417-421, 2022.

15

S. Hong, J. H. Kim, D. S. Choi, and K. Baek, “Development of surface weather forecast model by using LSTM machine learning method,” Atmosphere, vol. 31, no. 1, pp. 73-83, 2021.

16

J. Son, J. Cha, and S Lee, “Transformer Model Architecture for Short-Term Load Forecasting,” KICS Winter Conference Proceedings, 2020.

17

J. M. Park, D. W. Lee, K. Joe, and H.S. Yoon, “Transformer-Based Photovoltaic Power Prediction Model Utilizing Multiple Weather Forecasts,” Journal of the Korean Solar Energy Society, vol. 43, no. 6, pp. 87-95, 2023.

18

L. Liao, P. Zuo, Y. Ma, X. Chen, Y. An, Y. Gao, and G. Yin, “Effects of temperature on charge/discharge behaviors of LiFePO4 cathode for Li-ion batteries,” Electrochimica Acta, vol. 60, pp. 269-273, 2012.

19

T. T. Lou, W. G. Zhang, H. Y. Guo, and J. S. Wang, “The internal resistance characteristics of lithium-ion battery based on HPPC method,” Advanced materials research, vol. 455, pp. 246-251, 2012.

20

A. Łebkowski, “Temperature, overcharge and short-circuit studies of batteries used in electric vehicles,” Przeglad Elektrotechniczny, pp. 69-75, 2017.

21

M. Razi, Z. Daud, Z. Asus, I. Mazali, M. Ardani, and M. Hamid, “A review of internal resistance and temperature relationship, state of health and thermal runaway for lithium-ion battery beyond normal operating condition,” Journal of Advanced Research in Fluid Mechanics and Thermal Sciences, vol. 88, no. 2, pp. 123-132, 2021.

22

Q. Chen, J. Jiang, H. Ruan, and C. Zhang, “Simply designed and universal sliding mode observer for the SOC estimation of lithium‐ion batteries,” IET Power Electronics, vol. 10, no. 6, pp. 697-705, 2017.

23

MOIS Public Data Portal, KPX hourly electricity demand data, https://www.data.go.kr/data/15065266/fileData.do, 2024.

24

Korea Meteorological Administration, Autumatic Weather System data, https://www.weather.go.kr/weather/observation/aws_table_popup.jsp, 2024.

KIEEThe Transactions of
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The Transactions of the Korean Institute of Electrical Engineers

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KIEEThe Transactions ofthe Korean Institute of Electrical Engineers