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
Link To Document :
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