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