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Estimating electromechanical oscillation modes from synchrophasor measurements in China Southern Power Grid

机译:通过南方电网同步相量测量估算机电振荡模式

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This paper proposes a generalized inverse and mode assurance criterion based stochastic subspace identification (GMSSI) method to improve the electromechanical mode estimation efficiency in China Southern Power Grid (CSG). Stochastic subspace identification (SSI) is first employed to estimate the state subspace model of power system from synchrophasor measurements. Then, a model order determination criterion is proposed to estimate the model order and the state matrix of power system is obtained. To accurately separate the electromechanical modes from trivial modes, the generalized inverse of SSI is used to estimate another state matrix. Further, the mode filtering and mode assurance criterion (MAC) are developed to distinguish the electromechanical modes. Simulation data and field-measurement data from CSG are used to evaluate the performance of the proposed GMSSI method. The comparison between existing measurement-based mode estimation methods and the proposed GMSSI demonstrates that the proposed GMSSI exhibits highly accurate, efficient and robust performance in estimating electromechanical modes from both ringdown and ambient data in bulk power grid. (C) 2018 Elsevier B.V. All rights reserved.
机译:本文提出了一种基于广义逆和模式保证准则的随机子空间识别(GMSSI)方法,以提高南方电网(CSG)的机电模式估计效率。首先采用随机子空间识别(SSI)从同步相量测量中估计电力系统的状态子空间模型。然后,提出了模型阶数确定准则来估计模型阶数,并获得电力系统的状态矩阵。为了准确地将机电模式与平凡模式分开,使用SSI的广义逆来估计另一个状态矩阵。此外,开发了模式滤波和模式保证标准(MAC)来区分机电模式。来自CSG的仿真数据和现场测量数据用于评估所提出的GMSSI方法的性能。现有的基于测量的模式估计方法与提出的GMSSI之间的比较表明,提出的GMSSI在从大容量电网的振铃和环境数据估计机电模式方面展现出高度准确,高效和鲁棒的性能。 (C)2018 Elsevier B.V.保留所有权利。

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