• DocumentCode
    3566551
  • Title

    Control of a generator-battery-ultracapacitor hybrid energy system using game theory

  • Author

    He Yin ; Chen Zhao ; Zhongping Yang ; Mian Li ; Chengbin Ma

  • Author_Institution
    Univ. Joint Inst., Univ. of Michigan-Shanghai Jiao Tong, Shanghai, China
  • fYear
    2014
  • Firstpage
    3115
  • Lastpage
    3121
  • Abstract
    This paper discusses a game theory based control of an engine/generator-battery-ultracapacitor hybrid energy system. The engine/generator, the battery and ultracapacitor packs are modelled as three independent agents to show their different preferences under the Netlogo environment. The preferences of these three energy components are represented by utility functions. Then a non-cooperative current control game is set up and a Nash equilibrium is found which is used as reference solution formula to be updated at each control instant. The weights in the utility functions are chosen based on the location of the knee point in the Pareto set. The simulation results show that the game theory based control has a comparable performance with the average load demand-based control without knowing the pre-knowledge of the test trip.
  • Keywords
    battery management systems; electric current control; electric generators; game theory; supercapacitors; Nash equilibrium; Pareto set; average load demand-based control; game theory; generator-battery-ultracapacitor hybrid energy system; noncooperative current control game; reference solution formula; Batteries; DC-DC power converters; Engines; Fuel economy; Generators; Nash equilibrium; Battery; Engine/generator; Game theory; Hybrid energy systems; Nash equilibrium; Ultracapacitor;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics Society, IECON 2014 - 40th Annual Conference of the IEEE
  • Type

    conf

  • DOI
    10.1109/IECON.2014.7048955
  • Filename
    7048955