• DocumentCode
    574420
  • Title

    Model-based simultaneous optimization of multiple design parameters for lithium-ion batteries for maximization of energy density

  • Author

    De, Suvranu ; Northrop, Paul W. C. ; Ramadesigan, Venkatasailanathan ; Braatz, Richard ; Subramanian, Venkat R.

  • Author_Institution
    Dept. of Energy, Environ. & Chem. Eng., Washington Univ., St. Louis, MO, USA
  • fYear
    2012
  • fDate
    27-29 June 2012
  • Firstpage
    4275
  • Lastpage
    4280
  • Abstract
    A model-based procedure is applied to the optimization of design parameters for porous electrodes that are commonly used in advanced batteries such as lithium-ion systems. The approach simultaneously optimizes the battery design variables of electrode porosities and thickness for maximization of the energy drawn for an applied current, cutoff voltage, and total time of discharge. The results show reasonable improvement in the specific energy drawn from the lithium-ion battery when the design parameters are simultaneously optimized. Model simulation and multiparameter optimization were facilitated by the increased computational efficiency achieved from the use of an orthogonal collocation-based reformulated model.
  • Keywords
    electrochemical electrodes; lithium; optimisation; porosity; secondary cells; Li; battery design variables; electrode porosity; energy density maximization; lithium-ion batteries; model-based simultaneous optimization; multiple design parameter optimization; orthogonal collocation-based reformulated model; Batteries; Cathodes; Computational modeling; Discharges (electric); Mathematical model; Optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2012
  • Conference_Location
    Montreal, QC
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4577-1095-7
  • Electronic_ISBN
    0743-1619
  • Type

    conf

  • DOI
    10.1109/ACC.2012.6315005
  • Filename
    6315005