Electric power operation process identification method and system

The invention discloses an electric power operation process identification method and system, and the method comprises the steps: obtaining power grid operation data, carrying out the classification processing of the power grid operation data, and obtaining continuous data, discrete data and text da...

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Hauptverfasser: ZHANG LINYU, ZHAO JIANWEN, YAN DONG, FAN XIQING, HU CHUNBIN, ZHANG HANBING, FANG ZHENG, CAO ZHIGANG, ZHANG XIAOFENG, YE JICHAO, JIN GUI, ZHANG YUNHUI, XU KE, WANG JUNJIE, HUANG HUI, LIU SHIYUAN, ZHU ZHENKUN, WU HONGJIAN, CHEN CHENYAN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses an electric power operation process identification method and system, and the method comprises the steps: obtaining power grid operation data, carrying out the classification processing of the power grid operation data, and obtaining continuous data, discrete data and text data; the method comprises the following steps: performing feature splicing on continuous data, discrete data and text data to obtain a job feature matrix, adding a scene variable into the job feature matrix, and predicting the job feature matrix added with the scene variable by using a plurality of decision trees constructed by a random forest algorithm to obtain prediction output. And inputting the prediction output into the operation process identification model, so that the operation process identification model performs convolution operation on the prediction output by using a convolution layer to obtain convolved data, and outputting a process identification result after classifying the convolved data by using