Line fault distance measurement method and system based on improved RBF (Radial Basis Function) network

The invention discloses a line fault distance measurement method and system based on an improved RBF network, and belongs to the technical field of power system high-voltage direct-current transmission relay protection. Target characteristic quantity is optimized and background noise is removed base...

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Bibliographische Detailangaben
Hauptverfasser: ZHANG LIXIN, LIU YAN, LIANG YONG, ZHANG MATENG, LIU ZHISHENG, CHENG DAQIAN, MIAO YONG, YAO JIA, XING HONGDI, CHEN CHENG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses a line fault distance measurement method and system based on an improved RBF network, and belongs to the technical field of power system high-voltage direct-current transmission relay protection. Target characteristic quantity is optimized and background noise is removed based on a variational mode decomposition method, and then fault distance measurement is performed based on the improved RBF network; accurate positioning can be realized without accurately calculating a line attenuation constant. 本发明公开了一种基于改进RBF网络的线路故障测距方法及系统,属于电力系统高压直流输电继电保护技术领域,先基于变分模态分解方法对目标特征量进行优化,去除背景噪音,进而基于改进的RBF网络进行故障测距,无需准确计算线路衰减常数也能够实现准确定位。