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A Study of Logistic Regression-Based Discrimination Method of False Overcurrent Alarm of 500kV High-voltage Shunt Reactor

机译:基于Logistic回归的500kV高压并联电抗器虚假过电流报警判别方法的研究

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Based on the analysis of influence of transformer measuring error on accuracy of overcurrent alarm of 500 kV high-voltage shunt reactor, a logistic regression-based discrimination method of false overcurrent alarm of high-voltage shunt reactor is proposed. This method conducts Logistic regression by analyzing the voltage of the busbar where high-voltage shunt reactor is located as well as the alarm signal data. For low accuracy of instrument reactor, two false alarm criteria are defined according to regression coefficients. High-voltage shunt reactor on one actual 500kV transmission line is taken as the case study, measured data and simulation data are used for verification. Results of the case study show that without any need of blackout experiment or any additional measuring equipment, this method could rapidly recognize accuracy of overcurrent alarm of high-voltage shunt reactor with strong industrial application value.
机译:在分析变压器测量误差对500 kV高压并联电抗器过流报警精度的影响的基础上,提出了一种基于Logistic回归的高压并联电抗器虚假过电流报警判别方法。该方法通过分析高压并联电抗器所处母线的电压以及警报信号数据进行Logistic回归。为了降低仪器反应堆的精度,根据回归系数定义了两个误报标准。以一条实际的500kV输电线路上的高压并联电抗器为案例研究,并使用实测数据和仿真数据进行验证。实例研究结果表明,该方法无需停电试验或任何额外的测量设备,即可快速识别具有较高工业应用价值的高压并联电抗器过流报警的准确性。

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