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Design of Distributed Controllers Seeking Optimal Power Flow Solutions Under Communication Constraints

机译:寻求最优潮流解决方案的分布式控制器设计   在通信约束下

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摘要

This paper focuses on power distribution networks featuring distributedenergy resources (DERs), and develops controllers that drive the DER outputpowers to solutions of time-varying AC optimal power flow (OPF) problems. Thedesign of the controllers is grounded on primal-dual-type methods forregularized Lagrangian functions, as well as linear approximations of the ACpower-flow equations. Convergence and OPF-solution-tracking capabilities areestablished while acknowledging: i) communication-packet losses, and ii)partial updates of control signals. The latter case is particularly relevantsince it enables an asynchronous operation of the controllers where the DERsetpoints are updated at a fast time scale based on local voltage measurements,and information on the network state is utilized if and when available, basedon communication constraints. As an application, the paper considersdistribution systems with a high penetration level of photovoltaic systems, anddemonstrates that the proposed framework provides fast voltage-regulationcapabilities, while enabling the near real-time pursuit of AC OPF solutions.
机译:本文着眼于具有分布式能源(DER)的配电网络,并开发出驱动DER输出功率以解决时变AC最优潮流(OPF)问题的控制器。控制器的设计基于用于正规化Lagrangian函数的原始对偶方法以及ACpower-flow方程的线性近似。建立了融合和OPF解决方案跟踪功能,同时确认:i)通信数据包丢失,以及ii)控制信号的部分更新。后一种情况尤为重要,因为它可以实现控制器的异步操作,在这种情况下,可以根据本地电压测量值在快速的时间尺度上更新DER设定点,并根据通讯限制利用网络状态信息(如果有)。作为一种应用,本文考虑了光伏系统具有较高渗透率的配电系统,并证明了所提出的框架提供了快速的电压调节能力,同时能够实现接近实时的AC OPF解决方案。

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