• DocumentCode
    1851285
  • Title

    Estimation of the SOC and the SOH of li-ion batteries, by combining impedance measurements with the fuzzy logic inference

  • Author

    Zenati, A. ; Desprez, Ph ; Razik, H.

  • Author_Institution
    SAFT, Bordeaux, France
  • fYear
    2010
  • fDate
    7-10 Nov. 2010
  • Firstpage
    1773
  • Lastpage
    1778
  • Abstract
    This paper describes experimental results aiming at analyzing lithiumion batteries performances with aging, for different state of charge and temperatures. The results are provided from electrochemical impedance spectroscopy (EIS) measurements on new and aged cells. A climatic test chamber is used during experiments to simulate the conditions of the temperature. Experimental data are plotted over a broad spectrum of frequencies on Nyquist diagrams. We will also inspect the impact of the presence of a DC current during the EIS measurement. Finally, obtained results will be processed in a way to be used in a fuzzy logic system (FLS), to assess either the state of charge (SOC) or the state of health (SOH) of cells.
  • Keywords
    electric impedance measurement; electrochemical impedance spectroscopy; fuzzy logic; secondary cells; EIS measurement; Nyquist diagrams; SOC; SOH; climatic test chamber; electrochemical impedance spectroscopy measurement; fuzzy logic inference; fuzzy logic system; impedance measurements; lithium-ion batteries; state of charge; state of health; Aging; Batteries; Battery charge measurement; Current measurement; Fuzzy logic; System-on-a-chip; Temperature measurement; Aging; EIS; Fuzzy Logic System; Lithiumion batteries; State Of Charge; State Of Health;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IECON 2010 - 36th Annual Conference on IEEE Industrial Electronics Society
  • Conference_Location
    Glendale, AZ
  • ISSN
    1553-572X
  • Print_ISBN
    978-1-4244-5225-5
  • Electronic_ISBN
    1553-572X
  • Type

    conf

  • DOI
    10.1109/IECON.2010.5675408
  • Filename
    5675408