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Topology Identification Method of Low-Voltage Distribution Network Based on Regression Analysis of Voltage Characteristic Parameters

机译:基于电压特性参数回归分析的低压配电网拓扑识别方法

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At present, there are problems of inaccurate records or untimely update of user-transformer relation and users' phase identification in the distribution network, which affects the operation and management of the low-voltage distribution network. In this paper, a topology identification method of low-voltage distribution network based on regression analysis of voltage characteristic parameters is proposed. Firstly, the slope, peak valley degree and other characteristic parameters of the voltage curve of the transformer and the user are extracted to characterize the voltage curve from the global and local aspects. Then, the linear regression equations of the characteristic parameters of transformer phase voltage and user voltage are established, and user-transformer relation and users' phase relation are identified according to the goodness of fit coefficient of the regression equation. Compared with the regression analysis using voltage data directly, the proposed method is not affected by the line parameters and length, which has a wide application range, and recognizes user-transformer relation and users' phase relation accurately.
机译:目前,在分销网络中存在不准确的记录或用户变压器关系和用户相位识别的问题,这影响了低压配电网的操作和管理。本文提出了一种基于电压特性参数回归分析的低压配电网拓扑识别方法。首先,提取变压器和用户的电压曲线的斜坡,峰值谷度和其他特征参数,以表征来自全局和本地方面的电压曲线。然后,建立了变压器相电压和用户电压的特征参数的线性回归方程,并且根据回归方程的配合系数的良好来识别用户变压器关系和用户相位关系。与直接使用电压数据的回归分析相比,所提出的方法不受线参数和长度的影响,具有广泛的应用范围,并准确地识别用户变压器关系和用户的相位关系。

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