Electric power charging fairness intelligent analysis system and method based on hybrid charging data

The invention discloses an electric power charging fairness intelligent analysis system and method based on hybrid charging data, and belongs to the field of electric power charging. The analysis system comprises a data integration part, a data processing part, a model training part, a fairness anal...

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Bibliographische Detailangaben
Hauptverfasser: WANG LIN, DU XINGXUE, JIA MINGJING, SONG WEICHUAN, LIANG HONGMING, YU RUIQIANG, WANG YAN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses an electric power charging fairness intelligent analysis system and method based on hybrid charging data, and belongs to the field of electric power charging. The analysis system comprises a data integration part, a data processing part, a model training part, a fairness analysis module and an output module; wherein the input end of the data processing part is connected with the output end of the data integration part, the output end of the data processing part is connected with the input end of the model training part, and the input end of the fairness analysis moduleis connected with the output end of the model training part. By calculating the information gain generated by the weighted total entropy of each piece of data to the whole data set, the evaluation ofthe archive exception level and the screening of archive data exceptions are realized; and identifying whether the power consumption behavior data of the user is abnormal or not under the condition that the archive attributes