• DocumentCode
    3034121
  • Title

    Impact of battery sizing on stochastic optimal power management in plug-in hybrid electric vehicles

  • Author

    Moura, Scott J. ; Callaway, Duncan S. ; Fathy, Hosam K. ; Stein, Jeffrey L.

  • Author_Institution
    Dept. of Mech. Eng., Univ. of Michigan, Ann Arbor, MI
  • fYear
    2008
  • fDate
    22-24 Sept. 2008
  • Firstpage
    96
  • Lastpage
    102
  • Abstract
    This paper examines the impact of battery sizing on the performance and efficiency of power management algorithms in plug-in hybrid electric vehicles (PHEVs). Existing studies examine this impact for power management algorithms derived using either rule-based or deterministic dynamic programming methods. This paper extends the above investigations to power management algorithms optimized using stochastic dynamic programming (SDP). The paper treats both PHEV trip duration and PHEV power demand over the course of a given trip as stochastic. Furthermore, the paper examines two power management optimization objectives: one emphasizing fuel consumption only, and one that emphasizes the total cost of the blended use of fuel and electricity. The paper shows that blending provides significant benefits for small batteries, but this effect diminishes with increasing battery size.
  • Keywords
    dynamic programming; hybrid electric vehicles; stochastic programming; battery sizing; deterministic dynamic programming methods; plug-in hybrid electric vehicles; stochastic dynamic programming; stochastic optimal power management; Battery management systems; Cost function; Drives; Dynamic programming; Energy management; Fuels; Hybrid electric vehicles; Power demand; Size control; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Vehicular Electronics and Safety, 2008. ICVES 2008. IEEE International Conference on
  • Conference_Location
    Columbus, OH
  • Print_ISBN
    978-1-4244-2359-0
  • Electronic_ISBN
    978-1-4244-2360-6
  • Type

    conf

  • DOI
    10.1109/ICVES.2008.4640902
  • Filename
    4640902