Load electricity utilization characteristic modeling method for improved double-layer long-short-term memory network

The invention provides a load electricity utilization characteristic modeling method for an improved double-layer long-short-term memory network. The method comprises the following steps: collecting load power consumption characteristic measurement data and load power consumption characteristic rela...

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Hauptverfasser: MAO BEILIN, CUI WEI, XU YEYAN, WANG JINGJING, LIAO SIYANG, XU PENG, ZHANG ZHEN'AN, WANG QIANGQIANG, SHAN RUIQING, YAO LIANGZHONG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides a load electricity utilization characteristic modeling method for an improved double-layer long-short-term memory network. The method comprises the following steps: collecting load power consumption characteristic measurement data and load power consumption characteristic related measurement data, performing normalization processing to obtain normalized load power consumption characteristic measurement data, constructing an active characteristic training set, constructing a reactive characteristic training set, constructing an active characteristic test set, and constructing a reactive characteristic test set; establishing a load electricity utilization characteristic model of the improved double-layer long-short-term memory network; and training a load power utilization characteristic model of the improved double-layer long-short-term memory network by utilizing the active characteristic training set and the reactive characteristic training set. According to the modeling method provide