The invention relates to a vehicle power supply management control method and system applied to a commercial vehicle and a medium, and the method comprises the steps: U1, carrying out the clustering analysis of the operation intention of a driver through employing an object-oriented analysis method based on the operation intention of the driver and the historical data information of the mode state of a vehicle power supply, and obtaining the data information of the operation intention of the driver, carrying out clustering analysis on the vehicle power supply mode state to obtain vehicle power supply mode state class data information; and U2, based on the driver operation intention type data information and the vehicle power mode state type data information, predicting the relationship between the vehicle power mode state and the driver operation intention by adopting an improved decision tree algorithm to obtain the predicted vehicle power mode state and driver operation intention data information. According to the method, the intention of a driver can be recognized more clearly, meanwhile, the intelligent degree of the vehicle is improved, and jumping between the power modes can be automatically conducted when conditions are met.
本发明涉及一种应用于商用车的车辆电源管理控制方法、系统及介质,所述方法包括:U1.基于驾驶员操作意图及车辆电源模式状态的历史数据信息,采用面向对象分析的方法,对驾驶员操作意图进行聚类分析,得到驾驶员操作意图类数据信息,并对车辆电源模式状态进行聚类分析,得到车辆电源模式状态类数据信息;U2.基于所述驾驶员操作意图类数据信息和所述车辆电源模式状态类数据信息,采用改进的决策树算法对车辆的电源模式状态和驾驶员操作意图关系进行预测,得到预测后的车辆的电源模式状态和驾驶员操作意图数据信息。本发明不仅能够更加清楚的识别驾驶员意图,同时提升车辆智能化程度,而且可以在满足条件的时候自动进行电源模式之间的跳转。
Vehicle power management control method and system applied to commercial vehicle and medium
一种应用于商用车的车辆电源管理控制方法、系统及介质
2024-06-11
Patent
Electronic Resource
Chinese
IPC: | G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B60R Fahrzeuge, Fahrzeugausstattung oder Fahrzeugteile, soweit nicht anderweitig vorgesehen , VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung |
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