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

H. Yin, Chen Zhao, Zhongping Yang, Mian Li, Chengbin Ma
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引用次数: 2

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.
发电机-电池-超级电容器混合能源系统的博弈论控制
本文讨论了基于博弈论的发动机/发电机-电池-超级电容器混合能源系统的控制问题。发动机/发电机、电池和超级电容器组被建模为三个独立的代理,以显示它们在Netlogo环境下的不同偏好。这三种能量成分的偏好用效用函数表示。然后建立一个非合作的电流控制对策,并找到一个纳什均衡作为参考解公式,在每个控制时刻更新。效用函数中的权值是根据膝点在Pareto集中的位置来选择的。仿真结果表明,在不知道测试行程预知的情况下,基于博弈论的控制与基于平均负荷需求的控制具有相当的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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