The invention discloses a vehicle electric driving mileage prediction method, system and device and a storage medium, and the method comprises the steps: obtaining the navigation planning information of a target vehicle, obtaining the three-dimensional map information of a corresponding planned path according to the navigation planning information, and determining the space height information of each path point on the planned path according to the three-dimensional map information; dividing the planned path according to the spatial height information to obtain a plurality of three-dimensional road sections, and determining three-dimensional path information of each three-dimensional road section; inputting the three-dimensional path information into a pre-trained driving energy consumption prediction model, and predicting to obtain first driving energy consumption of each three-dimensional road section; current first residual electric energy of the target vehicle is obtained, and the residual mileage of the target vehicle is predicted according to the first residual electric energy and the first driving energy consumption. The method improves the prediction accuracy of the electric drive remaining mileage of the vehicle, avoids the influence on user travel caused by the inaccurate remaining mileage, improves the travel experience of the user, and can be widely applied to the technical field of new energy vehicles.
本发明公开了车辆电驱动里程预测方法、系统、装置及存储介质,包括:获取目标车辆的导航规划信息,根据导航规划信息获取对应的规划路径的三维地图信息,并根据三维地图信息确定规划路径上各个路径点的空间高度信息;根据空间高度信息对规划路径进行划分得到多个三维路段,并确定各三维路段的三维路径信息;将三维路径信息输入到预先训练好的驱动能耗预测模型,预测得到各三维路段的第一驱动能耗;获取目标车辆当前的第一剩余电能,根据第一剩余电能和第一驱动能耗预测得到目标车辆的剩余里程。本发明提高了车辆电驱动剩余里程预测的准确度,避免因剩余里程不准确而影响用户出行,提高了用户的出行体验,可广泛应用于新能源汽车技术领域。
Vehicle electric driving mileage prediction method, system and device and storage medium
一种车辆电驱动里程预测方法、系统、装置及存储介质
2023-06-06
Patent
Electronic Resource
Chinese
IPC: | G07C TIME OR ATTENDANCE REGISTERS , Zeit- oder Anwesenheitskontrollgeräte / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
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