• DocumentCode
    2111383
  • Title

    New estimation method of state of batteries based on system identification

  • Author

    Funato, H. ; Forrai, A. ; Yanagita, Y. ; Kato, Y.

  • Author_Institution
    Fac. of Eng., Electr. & Electron. Eng., Utsunomiya Univ., Japan
  • fYear
    2003
  • fDate
    24-26 Aug. 2003
  • Firstpage
    345
  • Lastpage
    348
  • Abstract
    This paper proposes a new approach for the assessment of battery state using a mathematical model of internal impedance. State of charge and degradation might be estimated by methods using system identification techniques. The final objective of this research is to find out a simple, time and cost effective method. In this paper, the targets of estimation are Ni-Cd, Ni-MH batteries that are widely used in portable equipment, but for which exact state estimation is difficult. In the proposed method, a new signal-processing scheme is used to detect voltage fluctuation of batteries. Using the proposed method and system identification method suitable for batteries, parameters of mathematical model are obtained from experiments. The obtained parameters have sufficient information in order to estimate the state of batteries.
  • Keywords
    battery charge measurement; cadmium; nickel; parameter estimation; secondary cells; signal processing; voltage measurement; Ni-Cd; Ni-Cd batteries; Ni-MH batteries; battery state estimation; internal impedance; mathematical model; signal-processing; state of charge; system identification; system identification techniques; voltage fluctuation detection; Battery powered vehicles; Costs; Current measurement; Degradation; Impedance; Mathematical model; State estimation; Steady-state; System identification; Voltage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Diagnostics for Electric Machines, Power Electronics and Drives, 2003. SDEMPED 2003. 4th IEEE International Symposium on
  • Print_ISBN
    0-7803-7838-5
  • Type

    conf

  • DOI
    10.1109/DEMPED.2003.1234599
  • Filename
    1234599