The invention discloses an electric vehicle charging scheduling method, device and equipment and a medium, and the method comprises the steps: obtaining a plurality of initial electric vehicle charging historical data, the initial electric vehicle charging historical data comprising initial electric vehicle charging amount and initial driving mileage data; all the initial electric vehicle charging historical data are screened, and multiple pieces of target electric vehicle charging historical data are determined; based on a preset decision-making tree model height, constructing a decision-making tree model by adopting the target electric vehicle charging historical data; electric quantity calculation is carried out on the real-time electric vehicle battery data, the real-time charging station position information and the travel data through a preset elastic charging model, and the charging quantity is generated; and determining a charging scheduling scheme based on the decision tree model and the charging amount. The technical problem that in the prior art, only charging of a single journey of the electric vehicle is considered generally, so that a charging scheduling decision finally presented to a user will cause the user to lose unnecessary charging time is solved.
本发明公开了一种电动汽车充电调度方法、装置、设备及介质,包括获取多个初始电车充电历史数据,初始电车充电历史数据包括初始电车充电量与初始行驶里程数据;对全部初始电车充电历史数据进行筛选,确定多个目标电车充电历史数据;基于预设决策树模型高度,采用目标电车充电历史数据构建决策树模型;通过预设弹性充电模型对实时电车电池数据、实时充电站位置信息和行程数据进行电量计算,生成充电量;基于决策树模型和充电量,确定充电调度方案。解决了现有技术通常只考虑了电车单段行程的充电,导致最后呈现给用户的充电调度决策会使用户损失不必要的充电时间的技术问题。
Electric vehicle charging scheduling method, device, equipment and medium
一种电动汽车充电调度方法、装置、设备及介质
2024-01-12
Patent
Electronic Resource
Chinese
IPC: | B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / 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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