Electricity user classification method and device, user classification equipment and storage medium

Electricity user classification method and device, user classification equipment and storage medium

The invention discloses a power utilization user classification method and device, user classification equipment and a storage medium, and the method comprises the steps: obtaining a historical load curve of a power utilization user, inputting the historical load curve into a gated recurrent neural...

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Hauptverfasser: LUO XIAODONG, LIN CANQU, HUANG CHAOKAI, WU FUJIANG, LU WENXIAN, CAI LUXUAN, FENG YIFAN, HUANG WEIJIE, LIN ZHIJIAN, HUANG XIAOQI, WANG XINYU, WANG ZHUOCHENG, LIN HONGHAO, DU NING, CHEN WEIXIANG, WANG SHUO, LIAO SHAOQIAN, HE JIAHAN, LU HAIMING, DU JIANGFAN, CHEN ZHENCHUAN, CHEN XIAOYU
Format: Patent
Sprache:chi ; eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
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Beschreibung
Zusammenfassung:The invention discloses a power utilization user classification method and device, user classification equipment and a storage medium, and the method comprises the steps: obtaining a historical load curve of a power utilization user, inputting the historical load curve into a gated recurrent neural network auto-encoder, and obtaining a dynamic power utilization characteristic of the power utilization user, setting weights for the dynamic electricity utilization characteristics in a preset time period in the dynamic electricity utilization characteristics, clustering the dynamic electricity utilization characteristics based on the weights to obtain a plurality of dynamic electricity utilization characteristic sets, and dividing the electricity utilization users corresponding to the dynamic electricity utilization characteristics in each dynamic electricity utilization characteristic set into the same type of electricity utilization users, the dynamic power consumption characteristics of the load curve are extr