journal article·2006-10

Online estimation of the state of charge of a lithium ion cell

Shriram Santhanagopalan, Ralph E. White

Journal of Power Sources· Volume 161· Issue 2
Publisher page

Abstract

A procedure to predict the state of charge of a lithium ion cell using experimental data (cell potential versus time), as it becomes available, is presented. The procedure is based on the physics of the system and provides a realistic estimate of the state of charge of the cell as a function of time, for a given set of properties of the electrodes. An electrochemical cell model is used to obtain an extended Kalman filter (EKF) for estimating the state of charge (SOC) of a lithium ion cell in which the negative electrode is the limiting electrode. The method could also be used for a cell in which the positive electrode is limiting.
Source: expertdata · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Advanced Battery Technologies Research · Advancements in Battery Materials · Advanced Battery Materials and Technologies

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (46)

Show source-provided references
1. Linden · 2002
2. Tenno · J. Power Sources · 2002 · 111 · 6510.1016/S0378-7753(02)00276-8 ↗
3. Tenno · J. Power Sources · 2001 · 103 · 4210.1016/S0378-7753(01)00830-8 ↗
4. Meissner · J. Power Sources · 2003 · 116 · 7910.1016/S0378-7753(02)00713-9 ↗
5. Huet · J. Power Sources · 1999 · 70 · 56
6. Mauracher · J. Power Sources · 1997 · 67 · 6910.1016/S0378-7753(97)02498-1 ↗
7. Blanke · J. Power Sources · 2005 · 144 · 41810.1016/j.jpowsour.2004.10.028 ↗
8. Hammouche · J. Power Sources · 2004 · 127 · 10510.1016/j.jpowsour.2003.09.012 ↗
9. J.D. Weiss, US Patent No. 5949219.
10. Mancier · J. Power Sources · 2003 · 117 · 22310.1016/S0378-7753(03)00112-5 ↗
11. Stamps · J. Power Sources · 2005 · 150 · 22910.1016/j.jpowsour.2005.02.033 ↗
12. Hansen · J. Power Source · 2005 · 141 · 35110.1016/j.jpowsour.2004.09.020 ↗
13. Markel · J. Power Sources · 2002 · 110 · 25510.1016/S0378-7753(02)00189-1 ↗
14. Verbrugge · J. Electrochem. Soc. · 2002 · 149 · A4510.1149/1.1426395 ↗
15. Verbrugge · J. Power Sources · 2004 · 126 · 23610.1016/j.jpowsour.2003.08.042 ↗
16. Verbrugge · J. Electrochem. Soc. · 2006 · 153 · A18710.1149/1.2128096 ↗
17. E.D. Tate, M.W. Verbrugge, B.J. Koch, D.R. Frisch, US Patent Application No. 10/664287.
18. Martinet · J. Power Sources · 1999 · 83 · 9310.1016/S0378-7753(99)00272-4 ↗
19. Plett · J. Power Sources · 2004 · 134 · 25210.1016/j.jpowsour.2004.02.031 ↗
20. Plett · J. Power Sources · 2004 · 134 · 26210.1016/j.jpowsour.2004.02.032 ↗
21. Plett · J. Power Sources · 2004 · 134 · 27610.1016/j.jpowsour.2004.02.032 ↗
22. Hariprakash · J. Power Sources · 2004 · 137 · 12810.1016/j.jpowsour.2004.05.045 ↗
23. Salkind · J. Power Sources · 1999 · 80 · 29310.1016/S0378-7753(99)00079-8 ↗
24. Jeong · J. Power Sources · 2005 · 145 · 31910.1016/j.jpowsour.2005.01.076 ↗
25. Singh · J. Power Sources · 2004 · 136 · 32210.1016/j.jpowsour.2004.03.035 ↗
26. Nanjudaiah · Proc. Electrochem. Soc. · 1990 · 90 · 87
27. Çadirci · J. Power Sources · 2004 · 129 · 33010.1016/j.jpowsour.2003.11.008 ↗
28. Piller · J. Power Sources · 2001 · 96 · 11310.1016/S0378-7753(01)00560-2 ↗
29. Thomas · 2002 · 345
30. Ramadass · J. Electrochem. Soc. · 2004 · 151 · A19610.1149/1.1634273 ↗
31. Haran · J. Power Sources · 1998 · 75 · 5610.1016/S0378-7753(98)00092-5 ↗
32. Santhanagopalan · J. Power Sources · 2006 · 156 · 62010.1016/j.jpowsour.2005.05.070 ↗
33. Ning · J. Electrochem. Soc. · 2004 · 151 · A158410.1149/1.1787631 ↗
34. Petzold R. Linda · SIAM J. Sci. Stat. Comp. · 1982 · 3 · 36710.1137/0903023 ↗
35. Slattery · 1999
36. Wang · J. Electrochem. Soc. · 1998 · 145 · 340710.1149/1.1838820 ↗
37. Subramanian · Electrochem. Sol. State Lett. · 2004 · 7 · A25910.1149/1.1773751 ↗
38. Bockris · 2000 · 2A
39. Bard · 1974
40. Guo · J. Electrochem. Soc. · 2005 · 152 · A34310.1149/1.1845336 ↗
41. Francis · 1997
42. A. Constantinidis, N. Mostoufi, Numerical Methods for Chemical Engineers with MATLAB Applications, Prentice-Hall, Upper Saddle River, NJ, 1999.
43. Smith · SIAM Rev. · 1987 · 29 · 9110.1137/1029003 ↗
44. Arora · J. Electrochem. Soc. · 1999 · 146 · 354310.1149/1.1392512 ↗
45. J.L. Crassidis, J.L. Junkins, Optimal Estimation of Dynamic Systems, Chapman & Hall/CRC Applied Mathematics and Nonlinear Science Series, NY, 2004.10.1201/9780203509128 ↗
46. Determining Covariances from Data, J.B. Rawlings, Exxon Mobil Workshop on State Estimation and Nonlinear Control, TX, 2004, see: http://jbrwww.che.wisc.edu.