Applicability of coordinated power flow control based on multi-agent systems

U. Hager, A. Seack, C. Rehtanz, S. Lehnhoff, T. Zimmermann, H. Wedde
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引用次数: 11

Abstract

An overall increase in power demand together with the liberalization of the power markets and the integration of high capacity unpredictable renewable resources (e.g. wind power) pose a challenge to transmission networks. Network operators have to guarantee a stable and efficient operating of the grid. A way to improve the stability and efficiency of the existing network — aside from expensive reconstruction — is the integration of fast power flow controllers in order to dynamically redirect power flows away from critically loaded resources that may be threatened by an overload. In this paper we present a multi-agent based algorithm that allows for an autonomous distributed coordination of fast power flow controllers without the need for global information.
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基于多智能体系统的协同潮流控制的适用性
电力需求的全面增长,加上电力市场的自由化和高容量不可预测的可再生资源(如风能)的整合,对输电网络构成了挑战。电网运营商必须保证电网的稳定高效运行。除了昂贵的重建之外,提高现有电网稳定性和效率的一种方法是集成快速潮流控制器,以便动态地重定向可能受到过载威胁的临界负载资源的潮流。在本文中,我们提出了一种基于多智能体的算法,该算法允许快速潮流控制器在不需要全局信息的情况下进行自主分布式协调。
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Applicability of coordinated power flow control based on multi-agent systems New angles for monitoring areas System-awareness for agent-based power system control Application of multi-linear regression models and machine learning techniques for online voltage stability margin estimation A probabilistic distance to the power system secure operation boundary
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