The invention discloses an intelligent line load charging method based on a power grid load level, and the method comprises the following steps: S1, formulating a line load charging initial model, and constructing a line load charging intelligent model based on a cloud computing technology; s2, predicting a change trend and a peak value of a future power grid load level by analyzing historical load data and influence factors; s3, predicting a change trend and a peak value of a future charging demand by analyzing the power utilization behavior data of the user; s4, generating a charging plan and a power scheduling strategy by using the intelligent line load charging model according to the future power grid load prediction and the future charging demand prediction; and S5, constructing an optimization algorithm, and monitoring and analyzing real-time data. According to the method, the periodic change in the time sequence data can be captured through the periodic time sequence prediction model, and the method has a good effect in the aspect of predicting the future charging demand and the power grid load level.

    本发明公开了一种基于电网负荷水平的智能线路负载充电方法,该方法包括以下:S1、制定线路负载充电初始模型,并基于云计算技术构建线路负载充电智能模型;S2、通过分析历史负荷数据和影响因素,预测未来电网负荷水平的变化趋势和峰值;S3、通过分析用户的用电行为数据,预测未来充电需求的变化趋势和峰值;S4、根据未来电网负荷预测和未来充电需求预测,利用智能线路负载充电模型生成充电计划和功率调度策略;S5、构建优化算法,对实时数据的进行监控和分析。本发明通过周期性时间序列预测模型可以捕捉到时间序列数据中的周期性变化,在预测未来的充电需求和电网负荷水平方面具有很好的效果。


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    Title :

    Intelligent line load charging method based on power grid load level


    Additional title:

    一种基于电网负荷水平的智能线路负载充电方法


    Contributors:
    HUANG RONGNAN (author) / SHEN YUJIE (author) / WANG JINSEN (author) / XU XING (author) / REN QIANXIAN (author)

    Publication date :

    2023-08-11


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    H02J CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER , Schaltungsanordnungen oder Systeme für die Abgabe oder Verteilung elektrischer Leistung / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES



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