Method, device and equipment for extracting power consumption behavior characteristics of low-voltage user and medium

The invention discloses a low-voltage user power consumption behavior feature extraction method, device and equipment and a medium, and is used for solving the technical problem of low accuracy of low-voltage user power consumption behavior feature extraction. The method comprises the following step...

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Hauptverfasser: LIU TONG, LIU YIPENG, LI WEI, ZHANG XUEYING, LAI SHUISHENG, LIN JINGXING, TANG YAO, BAI HAO, YAO RUOTIAN, GU YANZHANG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses a low-voltage user power consumption behavior feature extraction method, device and equipment and a medium, and is used for solving the technical problem of low accuracy of low-voltage user power consumption behavior feature extraction. The method comprises the following steps: collecting power utilization data of low-voltage users, and generating a daily load curve of each low-voltage user based on the power utilization data; performing normalization processing on the daily load curve to obtain a normalized daily load curve; preprocessing the normalized daily load curve to obtain a preprocessed daily load curve; all the preprocessed daily load curves are clustered, and a plurality of clusters are obtained; and carrying out feature extraction on the power consumption data by adopting an improved random forest algorithm and the clustering clusters to obtain power consumption behavior features of the low-voltage users. 本发明公开了一种低压用户用电行为特征提取方法、装置、设备及介质,用于解决低压用户用电行为特征提取准确率低的技术问题。本发明包括:采集低压用