The invention discloses an electric bicycle charging load identification method. Comprising a data acquisition and processing stage, a training stage, an actual deployment stage and a difference feature-based electric bicycle charging behavior real-time identification stage. The training stage comprises the step of constructing a difference feature, and the step of constructing the difference feature comprises the substeps of collecting the difference feature, smoothing the difference feature and constructing a load feature corresponding to the difference feature; the actual deployment stage comprises the steps of constructing load characteristics of the difference characteristics and obtaining the real-time difference characteristics. According to the electric bicycle charging load identification method, the problem of accurately obtaining the charging bicycle load characteristics under the condition that the charging bicycle and the common signal are superposed after actual deployment can be fully considered.

    本发明公开了一种电动自行车充电负载识别方法。包括数据采集处理、训练阶段、实际部署阶段、以及基于差量特征的电动自行车充电行为实时识别阶段;所述训练阶段包括构造差量特征,所述构造差量特征包括差量特征的采集,对差量特征进行平滑,以及差量特征对应的负荷特征的构建;所述实际部署阶段包括差量特征的负荷特征构建,获得实时的差量特征。该电动自行车充电负载识别方法能够较充分考虑到实际部署后在充电自行车和普通信号叠加的情况下准确获得充电自行车负荷特征的问题。


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    Title :

    Electric bicycle charging load identification method


    Additional title:

    电动自行车充电负载识别方法


    Contributors:
    XU YONGKAI (author) / CHEN SHIMING (author) / WANG DAHAO (author) / XIAO ZIQIN (author)

    Publication date :

    2023-09-26


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen




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