The invention belongs to the technical field of charging pile energy saving, and discloses an intelligent energy-saving control system and method for a charging pile. The method comprises the following steps: collecting historical charging demand data; the historical charging demand data comprises charging data and external environment data; training a machine learning model for predicting the charging data according to the historical charging demand data; inputting real-time external environment data into the trained machine learning model to obtain predicted charging data; collecting vehicle battery data; acquiring a vehicle battery correction coefficient according to the vehicle battery data; collecting output data of the charging pile; acquiring a charging pile output correction coefficient according to the charging pile output data; performing data correction on the predicted charging data according to a vehicle battery correction coefficient and a charging pile output correction coefficient to obtain charging pile working data; and the charging process is comprehensively optimized and finely regulated and controlled by applying an accurate control strategy.
本发明属于充电桩节能技术领域,本发明公开了一种充电桩智能节能控制系统及方法;其方法包括:采集历史充电需求数据;历史充电需求数据包括充电数据和外环境数据;根据历史充电需求数据训练出预测充电数据的机器学习模型;将实时外环境数据输入训练好的机器学习模型,得到预测的充电数据;采集车辆电池数据;根据车辆电池数据获取车辆电池修正系数;采集充电桩输出数据;根据充电桩输出数据获取充电桩输出修正系数;根据车辆电池修正系数和充电桩输出修正系数对预测的充电数据进行数据修正,得到充电桩工作数据;运用精确的控制策略,对充电过程进行全面优化和精细调控。
Intelligent energy-saving control system and method for charging pile
充电桩智能节能控制系统及方法
2024-02-02
Patent
Electronic Resource
Chinese
IPC: | B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen |
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