Examples



mdbootstrap.com



 
Статья
2016

Noise diagnosis of commercial Li-ion batteries using high-order moments


S. MartemianovS. Martemianov, F. MaillardF. Maillard, A. ThomasA. Thomas, P. LagonotteP. Lagonotte, L. MadierL. Madier
Российский электрохимический журнал
https://doi.org/10.1134/S1023193516120089
Abstract / Full Text

Electrochemical noise diagnostics (END) has been applied to commercial Li-ion batteries. This diagnostics is based on recording small voltage fluctuations of the battery during discharge. In order to avoid apparatus noise the direct measurements of voltage have been used without filtering and statistical descriptors of process have been calculated, namely standard deviation (STD), skewness (SK) and kurtosis (KU). It was demonstrated, as a function of State of Charge (SOC), that the noise increases drastically at the beginning (SOC > 97%) and the end (SOC < 4%) of the discharge. The noise is quasi-uniform and non-Gaussian with SK = 0 and KU =–1.2. In the boundaries between the beginning and the middle and between the middle and the end, an important variations of SK and KU have been detected.

Author information
  • Institut Pprime, Université de Poitiers-CNRS-ENSMA, UPR 3346, 2 Rue Pierre Brousse, Bâtiment B25, TSA 41105, 86073, Poitiers Cedex 9, FranceS. Martemianov, F. Maillard, A. Thomas & P. Lagonotte
  • DCNS/DGD/ASM/DI/ING/EN, St-Tropez, FranceL. Madier
References
  1. Bennett, W.R., Electrical Noise, London: McGraw Hill, 1960, p. 280.
  2. Van Der Ziel, A., Fluctuation Phenomena in Semi-Conductors, London: Butterworths Scientific Publication, 1959, p. 168.
  3. Tyagai, V.A., Soviet Electrochem., 1967, no. 3, p. 273.
  4. Tyagai, V.A., Electrochim. Acta, 1971, no. 16, p. 1647.
  5. Grafov, B.M., Kanevskii, L.S., and Astaf’ev, M.G., J. Appl. Electrochem., 2005, no. 35, p. 1271.
  6. Kanevskii, L.S., Grafov, B.M., and Astaf’ev, M.G., Russ. J. Electrochem., 2005, no. 41, p. 1091.
  7. Searson, P.C. and Dawson, J.L., J. Electrochem. Soc., 1988, no. 135, p. 1908.
  8. Mansfeld, F. and Xiao, H., J. Electrochem. Soc., 1993, no. 140, p. 2205.
  9. Bertocci, U., Gabrielli, C., Huet, F., Keddam, M., and Rousseau, P., J. Electrochem. Soc., 1997, no. 144, p. 31.
  10. Mansfeld, F. and Lee, C.C., J. Electrochem. Soc., 1997, no. 144, p. 2062.
  11. Gabrielli, C., Huet, F., and Keddam, M., Electrochim. Acta, 1986, no. 31, p. 1025.
  12. Gabrielli, C., Huet, F., Keddam, M., Macias, A., and Sahar, A., J. Appl. Electrochem., 1989, no. 19, p. 617.
  13. Hodgson, D.R., Electrochim. Acta, 1996, no. 41, p. 605.
  14. Vorotyntsev, M.A., Martem’yanov, S.A., and Grafov, B.M., J. Electroanal. Chem., 1984, no. 1979, p. 1.
  15. Skurygin, E.F., Vorotyntsev, M.A., and Martem’yanov, S.A., J. Electroanal. Chem., 1989, no. 259, p. 285.
  16. Martemyanov, S.A., Petrovsky, N.V., and Grafov, B.M., J. Appl. Electrochem., 1991, no. 21, p. 1099.
  17. Martemianov, S. and Danaila, L., Fluct. Noise Lett., 2003, vol. 3, p. L463.
  18. Adolphe, X., Danaila, L., and Martemianov, S., J. Electroanal. Chem., 2007, no. 600, p. 119.
  19. Grafov, B.M., Martemyanov, S.A., and Nekrasov, L.N., Turbulent Diffusion Layer in Electrochemical Systems, Moscow: Nauka, 1990, p. 294 (in Russian).
  20. Martemyanov, S.A. and Grafov, B.M., Russ. J. Electrochem., 1988, no. 24, p. 373.
  21. Martemyanov, S.A. and Grafov, B.M., Russ. J. Electrochem., 1988, no. 24, p. 1129.
  22. Tarascon, J.M. and Armand, M., Nature, 2001, no. 414, p. 359.
  23. Scrosati, B. and Garche, J., J. Power Sources, 2010, no. 195, p. 2419.
  24. Goodenough, J.B. and Kim, Y., Chem. Mater., 2010, no. 22, p. 587.
  25. Barré, A., Deguilhem, B., Grolleau, S., Gerard, M., Suard, F., and Riu, D., J. Power Sources, 2013, no. 241, p. 680.
  26. Bagotsky, V.S., Skundin, A.M., and Volfkovich, Y.M., Electrochemical Power Sources: Batteries, Fuel Cells, and Supercapacitors, Wiley, 2015, p. 400.
  27. Huet, F., J. Power Sources, 1997; vol. 70, p. 59.
  28. Vorotyntsev, M., Levi, M.D., Schechter, A., and Aurbach, D., Russ. J. Phys. Chem. A., 2001, no. 105, p. 188.
  29. Evdokimov, Y.K., Martemianov, S.A., and Denisov, E.S., Nonlinear World, 2001, no. 7, p. 706.
  30. Baert, D.H.J. and Vervaet, A.A.K., J. Power Sources, 2003, no. 114, p. 357.
  31. Martinet, S., Durand, R., Ozil, P., Leblanc, P., and Blanchard, P., J. Power Sources, 1999, no. 83, p. 93.
  32. Martemianov, S., Adiutantov, N., Evdokimov, Y.K., Madier, L., Maillard, F., and Thomas, A., J. Solid State Electrochem., 2015, no. 19, p. 2803.
  33. Xia, D.H. and Behnamian, Y., Russ. J. Electrochem., 2015, no. 51, p. 675.