Charging station load prediction method and device, storage medium and computer equipment

The invention discloses a charging station load prediction method and device, a storage medium and computer equipment. The method includes: acquiring historical load information of a charging station; processing the historical load information, and determining historical load values corresponding to...

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Hauptverfasser: LI TAOYONG, LI SHUN, GAO HUI, CAO DENGKUN, CHI LEI, CHEN LIANGLIANG, LONG HONGYU, HUANG HUI, HU XIAORUI, LI PEIJUN, LI WEIZHUO, ZHANG QIAN, HU WEN, GAO YUN, YANG YE, WANG SONG, XU TINGTING, LONG YI, JIANG LINRU
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses a charging station load prediction method and device, a storage medium and computer equipment. The method includes: acquiring historical load information of a charging station; processing the historical load information, and determining historical load values corresponding to the load influence factors; determining feature vectors of the load influence factors; training a support vector regression machine model based on the sample data; and inputting the feature vector of the target data into a support vector regression machine model meeting a preset condition to obtain a predicted load value of the charging station. According to the method provided by the invention, various influence factors of different dimensions are fully considered, the load change of the charging station in different time and states can be accurately predicted, and the defect that the load change is difficult to accurately predict in new energy charging in the prior art is overcome; even in a charging station loa