DOI QR코드

DOI QR Code

Degradation Study of Lithium-Ion Batteries Using Lithium Plating/Stripping Model

리튬 플레이팅/스트리핑 모델을 이용한 리튬 이온 배터리의 열화 연구

  • Received : 2024.09.09
  • Accepted : 2024.10.07
  • Published : 2024.12.10

Abstract

We predicted the degradation and long-term cycle life of lithium-ion batteries using an electrochemical-based lithium plating/stripping model. We did not consider the complex degradation mechanism of lithium-ion batteries; we only applied the lithium plating/stripping model to perform numerical analysis and calculated the capacity fade during cycling, loss of lithium inventory, and charge/discharge performance. The results showed that a higher capacity fade was observed at lower temperatures, higher C-rates, and higher lithium plating kinetic rates. In addition, the more aged cell tended to be the greater the initial voltage increase during charging, and the shorter the charging time in CC mode.

전기화학 기반의 리튬 플레이팅/스트리핑 모델을 이용하여 리튬이온 배터리의 열화 및 장기 수명을 예측하였다. 리튬 이온 배터리의 복잡한 열화 메커니즘은 고려하지 않았고, 리튬 플레이팅/스트리핑 모델만을 적용하여 수치해석이 이루어졌고, 사이클링 동안의 용량 감소, 리튬 재고 손실, 충방전 성능을 계산하였다. 수치해석 결과, 낮은 온도, 높은 C-rate, 그리고 리튬 플레이팅 운동 속도가 클 때 높은 용량 감소를 보였다. 또한, 열화가 많이 진행된 셀일수록 충전 시 초기 전압 상승폭이 크고, CC 모드에서의 충전시간이 짧아지는 경향을 보였다.

Keywords

Acknowledgement

본 연구는 2024년도 산업통산자원부의 재원으로 산업집적지경쟁력 강화사업(HUKB2305), 그리고 2024년 동국대학교 토대연구지원금 지원에 의하여 이루어졌음.

References

  1. A. Tomaszewska, Z. Chu, X. Feng, S. O'Kane, X. Liu, J. Chen, C. Ji, E. Endler, R. Li, L. Liu, Y. Li, S. Zheng, S. Vetterlein, M. Gao, J. Du, M. Parkes, M. Ouyang, M. Marinescu, G. Offer, and B. Wu, Lithium-ion battery fast charging: A review, eTransportation, 1, 100011 (2019).
  2. J. Vetter, P. Novak, M. R. Wagner, C. Veit, K.-C. Möller, J. O. Besenhard, M. Winter, M. Wohlfahrt-Mehrens, C. Vogler, and A. Hammouche, Ageing mechanisms in lithium-ion batteries, J. Power Sources, 147, 269-281 (2005). https://doi.org/10.1016/j.jpowsour.2005.01.006
  3. M. Tang, P. Albertus, and J. Newman, Two-dimensional modeling of lithium deposition during cell charging, J. Electrochem. Soc., 156, A390 (2009). https://doi.org/10.1149/1.3095513
  4. C.-S. Kim, K. M. Jeong, K. Kim, and C.-W. Yi, Effects of capacity ratios between anode and cathode on electrochemical properties for lithium polymer batteries, Electrochim. Acta, 155, 431-436 (2015). https://doi.org/10.1016/j.electacta.2014.12.005
  5. S. Santhanagopalan, P. Ramadass, and J. Zhang, Analysis of internal short-circuit in a lithium ion cell, J. Power Sources, 194, 550-557 (2009). https://doi.org/10.1016/j.jpowsour.2009.05.002
  6. Y. Zhang, X. Li, L. Su, Z. Li, B. Liaw, and J. Zhang, Lithium plating detection and quantification in Li-ion cells from degradation behaviours, ECS Trans., 75, 37 (2017). https://doi.org/10.1149/07523.0037ecst
  7. M. C. Smart, B. V. Ratnakumar, L. Whitcanack, K. Chin, M. Rodriguez, and S. Surampudi, Performance characteristics of lithium ion cells at low temperatures, IEEE Aerosp. Electron. Syst. Mag., 17, 16-20 (2002).
  8. M. Petzl and M. A. Danzer, Nondestructive detection, characterization, and quantification of lithium plating in commercial lithium-ion batteries, J. Power Sources, 254, 80-87 (2014). https://doi.org/10.1016/j.jpowsour.2013.12.060
  9. C. Uhlmann, J. Illig, M. Ender, R. Schuster, and E. Ivers-Tiffie,In situ detection of lithium metal plating on graphite in experimental cells, J. Power Sources, 279, 428-438 (2015). https://doi.org/10.1016/j.jpowsour.2015.01.046
  10. S. Schindler, M. Bauer, M. Petzl, and M. A. Danzer, Voltage relaxation and impedance spectroscopy as in-operando methods for the detection of lithium plating on graphitic anodes in commercial lithium-ion cells, J. Power Sources, 304, 170-180 (2016). https://doi.org/10.1016/j.jpowsour.2015.11.044
  11. M. Bauer, B. Rieger, S. Schindler, P. Keil, M. Wachtler, M. A. Danzer, and A. Jossen, Multi-phase formation induced by kinetic limitations in graphite-based lithium-ion cells: Analyzing the effects on dilation and voltage response, J. Energy Storage, 10, 1-10 (2017). https://doi.org/10.1016/j.est.2016.11.006
  12. C. von Luders, V. Zinth, S. V. Erhard, P. J. Osswald, M. Hofmann, R. Gilles, and A. Jossen, Lithium plating in lithium-ion batteries investigated by voltage relaxation and in situ neutron diffraction, J. Power Sources, 342, 17-23 (2017). https://doi.org/10.1016/j.jpowsour.2016.12.032
  13. P. Arora, M. Doyle, and R. E. White, Mathematical modeling of the lithium deposition overcharge reaction in lithium-ion batteries using carbon-based negative electrodes, J. Electrochem. Soc., 146, 3543-3553 (1999). https://doi.org/10.1149/1.1392512
  14. R. D. Perkins, A. V. Randall, X. Zhang, and G. L. Plett, Controls oriented reduced order modeling of lithium deposition on overcharge, J. Power Sources, 209, 318-325 (2012). https://doi.org/10.1016/j.jpowsour.2012.03.003
  15. H. Ge, T. Aoki, N. Ikeda, S. Suga, T. Isobe, Z. Li, Y. Tabuchi, and J. Zhang, Investigating lithium plating in lithium-ion batteries at low temperatures using electrochemical model with NMR assisted parameterization, J. Electrochem. Soc., 164, A1050-A1060 (2017). https://doi.org/10.1149/2.0461706jes
  16. N. Legrand, B. Knosp, P. Desprez, F. Lapicque, and S. Rael, Physical characterization of the charging process of a Li-ion battery and prediction of Li plating by electro-chemical modelling, J. Power Sources, 245, 208-216 (2014). https://doi.org/10.1016/j.jpowsour.2013.06.130
  17. X. G. Yang, Y. Leng, G. Zhang, S. Ge and C. Y. Wang, Modeling of lithium plating induced aging of lithium-ion batteries: Transition from linear to nonlinear aging, J. Power Sources, 360, 28-40 (2017). https://doi.org/10.1016/j.jpowsour.2017.05.110
  18. X. G. Yang, S. Ge, T. Liu, Y. Leng and C. Y. Wang, A look into the voltage plateau signal for detection and quantifi-cation of lith-ium plating in lithium-ion cells, J. Power Sources, 395, 251-261 (2018). https://doi.org/10.1016/j.jpowsour.2018.05.073
  19. D. Ren, K. Smith, D. Guo, X. Han, X. Feng, L. Lu, and M. Ouyang, Investigation of lithium plating-stripping process in Li-ion batteries at low temperature using an electrochemical model, J. Electrochem. Soc., 165, A2167 (2018). https://doi.org/10.1149/2.0661810jes
  20. X. Zhao, Y. Yin, Y. Hu, and S.-Y. Choe, Electrochemical-thermal modeling of lithium plating/stripping ofLi(Nio.6Mn.2Coo.2)02/carbon lithium-ion batteries at subzero ambient temperatures, J. Power Sources, 418, 61-73 (2019). https://doi.org/10.1016/j.jpowsour.2019.02.001
  21. S.E.J. O'Kane, I.D. Campbell, M. W. J. Marzook, G. J. Offer and M. Marinescu, Physical origin of the differential voltage mnmum associated with lithium plating in Li-ion batteries, J. Electrochem. Soc., 167, 090540 (2020). https://doi.org/10.1149/1945-7111/ab90ac
  22. V. Sulzer, S. Marquis, R. Timms, M. Robinson, and S. Chapman, Python battery mathematical modelling (PyBaMM), J. Open Res. Softw., 9, 14 (2021). https://doi.org/10.5334/jors.309
  23. S.E. J. O'Kane, W. Ai, G. Madabattula, D. Alonso-Alvare, R. Timms, V. Sulzer, J. Edge, B. Wu, G. Offer, and M. Marinescuab, Lithium-ion battery degradation: how to model it, Phys. Chem. Chem. Phys., 24, 7909-7922 (2022). https://doi.org/10.1039/D2CP00417H
  24. M. Doyle, T. Fuller, and J. Newman, Modeling of galvanostatic charge and discharge of the lithium/polymer/insertion cell, J. Electrochem. Soc., 140, 1526-1533 (1993). https://doi.org/10.1149/1.2221597
  25. R. Tao, X. Bi, S. Li, Y. Yao, F. Wu, Q. Wang, C. Zhang, and J. Lu, Kinetics tuning the electrochemistry of lithium dendrites for-mation in lithium batteries through electrolytes, ACS Appl. Mater. Interfaces, 9, 7003-7008 (2017). https://doi.org/10.1021/acsami.6b13859
  26. K. N. Wood, E. Kazyak, A. F. Chadwick, K.-H. Chen, J.-G. Zhang, K. Thornton, and N. P. Dasgupta, Dendrites and pits: Untangling the complex behavior of lithium metal anodes through operando video microscopy, ACS Cent. Sci., 2, 790-801 (2016). https://doi.org/10.1021/acscentsci.6b00260
  27. C.-H. Chen, F. B. Planella, K. O'Regan, D. Gastol, W. D. Widanage, and E. Kendrick, Development of experimental techni-ques for parameterization of multi-scale lithium-ion battery models, J. Electrochem. Soc., 167, 080534 (2020). https://doi.org/10.1149/1945-7111/ab9050
  28. Z. Gao, B. Ma, X. Liu, S. Chen, H. Xie, and H. Yu, Study on lithium-ion battery degradation caused by side reactions in fast-charging process, Front. Energy Res., 10, 905710 (2022). https://doi.org/10.3389/fenrg.2022.905710
  29. X. Han, L. Lu, Y. Zheng, X. Feng, Z.Li, J. Li and M. Ouyang, A review on the key issues of the lithium ion battery degradation among the whole life cycle, eTransportation, 1, 100005 (2019). https://doi.org/10.1016/j.etran.2019.100005
  30. M. Broussely, S. Herreyre, P. Biensan, P. Kasztejna, K. Nechev, and R. J. Staniewicz, Aging mechanism in Li ion cells and calen-dar life predictions, J. Power Sources, 97-98, 13-21 (2001). https://doi.org/10.1016/S0378-7753(01)00722-4
  31. Y. Preger, H. M. Barkholtz, A. Fresquez, D.L. Campbell, B. W. Juba, J. Roman-Kustas, S. R. Ferreira, and B. Chalamala, Degradation of commercial lithium-ion cells as a function of chemistry and cycling conditions, J. Electrochem. Soc., 167, 120532 (2020). https://doi.org/10.1149/1945-7111/abae37
  32. D.H. Jeon and D. Hwang, Life prediction of lithium-ion batteries using electrochemical-based degradation model, Trans. Korean Soc. Mech. Eng. A, 47, 595-601 (2023).
  33. M. M. Kabir and D. E. Demirocak, Degradation mechanisms in Li-ion batteries: A state-of-the-art review, Int. J. Energy Res., 41, 1963-1986 (2017). https://doi.org/10.1002/er.3762
  34. M. Woody, M. Arbabzadeh, G. M. Lewis, G. A. Keoleian and A. Stefanopoulou, Strategies to limit degradation and maximize Li-ion battery service lifetime -Critical review and guidance for stake-holders, J. Energy Storage, 28, 101231 (2020). https://doi.org/10.1016/j.est.2020.101231