• DocumentCode
    128461
  • Title

    A new algorithm for the SOH estimation of the single battery in battery-power station

  • Author

    Haolin Liu ; Bojin Qi ; Minxin Zheng

  • Author_Institution
    Sch. of Mech. Eng. & Autom., Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
  • fYear
    2014
  • fDate
    9-11 June 2014
  • Firstpage
    729
  • Lastpage
    732
  • Abstract
    SOH (state of health) of the single battery is considered to be an important basis for the maintenance and update of battery-power station. Combined with the changing relationship between the battery discharge voltage and some other factors, such as the discharge current, the discharge capacity, the internal resistance of the battery, and the remaining capacity, a new algorithm that can be used for the estimation of each single battery´s SOH is proposed in this paper. Because of the fact that the parameters and the function curves in this algorithm could be obtained by the recursive least square algorithm and BP network, the algorithm can make self-adaptive adjustment even for tiny differences. Through the trial test on the lithium iron phosphate battery power station, it has been verified that the algorithm has high estimation accuracy.
  • Keywords
    battery storage plants; least squares approximations; recursive estimation; BP network; SOH estimation; battery discharge voltage; battery internal resistance; discharge capacity; discharge current; lithium iron phosphate battery power station; recursive least square algorithm; single battery; state of health; Batteries; Curve fitting; Discharges (electric); Estimation; Iron; Lithium; Resistance; SOH; battery-power station; lithium iron phosphate battery; self-adaptive algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics and Applications (ICIEA), 2014 IEEE 9th Conference on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-4799-4316-6
  • Type

    conf

  • DOI
    10.1109/ICIEA.2014.6931258
  • Filename
    6931258