Distributed Control of Islanded DC Microgrids: A Passivity-Based Game Theoretical Approach

IF 4.9 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Zao Fu;Carlo Cenedese;Michele Cucuzzella;Wenwu Yu;Jacquelien M. A. Scherpen
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Abstract

In this article, we consider a dc microgrid composed of distributed generation units (DGUs) trading energy among each other, where the energy price depends on the total current generated by all the DGUs. We then use a Cournot aggregative game to describe the self-interested interaction among the DGUs, where each DGU aims at minimizing the deviation with respect to the given reference signals and maximizing the revenue from the sale of the generated power. Thus, we design a fully distributed continuous-time equilibrium-seeking algorithm to compute the generalized Nash equilibrium (GNE) of the game. We interconnect the designed decision-making algorithm with the dynamics of the microgrid in a passive way, and, by leveraging passivity theory, we prove the convergence of the closed-loop system trajectory to a feasible operating point that is also a Nash equilibrium of the collective aggregative game. Finally, we present extensive simulation results that validate the proposed distributed optimal control scheme, showing excellent performance.
岛式直流微电网的分布式控制:基于被动性的博弈论方法
在本文中,我们考虑了一个由分布式发电单元 (DGU) 组成的直流微电网,该微电网中的能源价格取决于所有 DGU 产生的总电流。然后,我们使用库诺聚合博弈来描述 DGU 之间的自利互动,其中每个 DGU 的目标都是最小化与给定参考信号的偏差,并最大化出售所发电量的收益。因此,我们设计了一种全分布式连续时间均衡寻求算法来计算博弈的广义纳什均衡(GNE)。我们以被动方式将所设计的决策算法与微电网的动态相互连接,并利用被动理论证明了闭环系统轨迹向可行运行点的收敛性,该运行点也是集体聚合博弈的纳什均衡点。最后,我们给出了大量仿真结果,验证了所提出的分布式优化控制方案,显示出其卓越的性能。
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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来源期刊
IEEE Transactions on Control Systems Technology
IEEE Transactions on Control Systems Technology 工程技术-工程:电子与电气
CiteScore
10.70
自引率
2.10%
发文量
218
审稿时长
6.7 months
期刊介绍: The IEEE Transactions on Control Systems Technology publishes high quality technical papers on technological advances in control engineering. The word technology is from the Greek technologia. The modern meaning is a scientific method to achieve a practical purpose. Control Systems Technology includes all aspects of control engineering needed to implement practical control systems, from analysis and design, through simulation and hardware. A primary purpose of the IEEE Transactions on Control Systems Technology is to have an archival publication which will bridge the gap between theory and practice. Papers are published in the IEEE Transactions on Control System Technology which disclose significant new knowledge, exploratory developments, or practical applications in all aspects of technology needed to implement control systems, from analysis and design through simulation, and hardware.
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