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Distributed Generation Monitoring for Hierarchical Control Applications in Smart Microgrids

机译:智能微电网中分层控制应用的分布式发电监控

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摘要

Hierarchical control/protection applications in smart microgrids require knowledge of real-time status of distributed generation (DG) systems. Lack or failure of communications with the microgrid central controller (MGCC) can significantly undermine performance of such applications since the MGCC cannot determine the number of operational energy sources. To overcome these challenges, the MGCC needs a secondary mechanism in order to track presence or absence of DG systems. This paper proposes a new monitoring approach that empowers the MGCC to estimate the number of operational DG systems and thus determine the total generation capacity of the microgrid. A parameter estimator is developed to extract an autoregressive model for the synchrophasors of current symmetrical components (CSC) of the main point of common coupling (PCC). The extracted model is used by an adaptive algorithm that identifies abrupt changes in DG by evaluating the norm of forward prediction error. The proposed approach uses real-time synchrophasor data to dynamically update the criterion for event detection and is very robust against abrupt load changes. The performance is verified using extensive simulations of the IEEE 13-Bus benchmark with four photovoltaic (PV) units.
机译:智能微电网中的分层控制/保护应用程序需要了解分布式发电(DG)系统的实时状态。由于MGCC无法确定可操作能源的数量,因此与微电网中央控制器(MGCC)的通信不足或发生故障会严重损害此类应用程序的性能。为了克服这些挑战,MGCC需要一个辅助机制来跟踪DG系统的存在与否。本文提出了一种新的监控方法,该方法使MGCC能够估算已运行的DG系统的数量,从而确定微电网的总发电量。开发了参数估计器,以提取公共耦合(PCC)主点的电流对称分量(CSC)的同步相量的自回归模型。自适应算法使用提取的模型,该算法通过评估前向预测误差的范数来识别DG中的突变。所提出的方法使用实时同步相量数据来动态更新事件检测标准,并且对于突然的负载变化非常健壮。通过对具有四个光伏(PV)单元的IEEE 13-Bus基准进行广泛的仿真,可以验证性能。

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