• DocumentCode
    999645
  • Title

    Energy Management Fuzzy Logic Supervisory for Electric Vehicle Power Supplies System

  • Author

    Ferreira, AndréAugusto ; Pomilio, José Antenor ; Spiazzi, Giorgio ; de Araujo Silva, L.

  • Author_Institution
    Campinas State Univ., Campinas
  • Volume
    23
  • Issue
    1
  • fYear
    2008
  • Firstpage
    107
  • Lastpage
    115
  • Abstract
    This paper introduces an energy management strategy based on fuzzy logic supervisory for road electric vehicle, combining a fuel cell power source and two energy storage devices, i.e., batteries and ultracapacitors. The control strategy is designed to achieve the high-efficiency operation region of the individual power source and to regulate current and voltage at peak and average power demand, without compromising the performance and efficiency of the overall system. A multiple-input power electronic converter makes the interface among generator, energy storage devices, and the voltage dc-link bus. Classical regulators implement the control loops of each input of the converter. The supervisory system coordinates the power flows among the power sources and the load. The paper is mainly focused on the fuzzy logic supervisory for energy management of a specific power electronic converter control algorithm. Nevertheless, the proposed system can be easily adapted to other converters arrangements or to distributed generation applications. Simulation and experimental results on a 3-kW prototype prove that the fuzzy logic is a suitable energy management control strategy.
  • Keywords
    automotive electronics; fuel cell vehicles; fuzzy control; invertors; supercapacitors; electric vehicle power supplies; energy management; energy storage devices; fuel cell power source; fuzzy logic supervisory; power 3 kW; power electronic converter; voltage dc-link bus; voltage regulation; Batteries; Electric vehicles; Energy management; Energy storage; Fuel cells; Fuzzy logic; Power electronics; Power supplies; Roads; Supercapacitors; Energy management; energy storage; fuel cells; fuzzy logic; road vehicles; ultracapacitor;
  • fLanguage
    English
  • Journal_Title
    Power Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8993
  • Type

    jour

  • DOI
    10.1109/TPEL.2007.911799
  • Filename
    4395387