Carbon emission tampering user identification method and device, equipment and storage medium

The invention provides a carbon emission tampering user identification method and device, equipment and a storage medium, and the method comprises the steps: obtaining the carbon emission data of a to-be-detected user, screening the abnormal values in the carbon emission data, marking the data, whic...

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Hauptverfasser: FU XIWEI, ZHANG TAO, ZHAO QIULI, FENG JUNSHU, ZHANG JINFANG, WANG YONGHUA, LIU JUN, LYU MENGXUAN, WU CONG, ZHANG YUJIA, HOU DONGYANG, GONG YICHUN, XIA PENG, LIANG FACUN, LIU HAIQUAN, FU GUANJUN, ZHANG FUQIANG, WU SHENGYU, SUN GUANGZENG, MOTOHIRO, BI WEI, JIN YANMING, LU GANG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides a carbon emission tampering user identification method and device, equipment and a storage medium, and the method comprises the steps: obtaining the carbon emission data of a to-be-detected user, screening the abnormal values in the carbon emission data, marking the data, which is a tampering point, in the abnormal values as a first tampering point, and correcting the remaining abnormal values to obtain preprocessed data; generating an isolated forest based on the preprocessed data; acquiring other data except the first tampering point in the preprocessed data as to-be-tested data, calculating an abnormal score of each piece of to-be-tested data in the isolated forest, and marking the corresponding to-be-tested data as a second tampering point when the abnormal score is in a preset interval; and respectively calculating proportions of the first tampering point and the second tampering point in the carbon emission data, and obtaining an identification result of the carbon emission tamper