The invention discloses a vehicle driving mode prediction method and device and a computer program product. The method comprises the steps that in the running process of a target vehicle, running data of the target vehicle are collected, the running data at least comprise initial driving data, the initial driving data are used for representing the driving state of the target vehicle at the current running moment, and the initial driving data at least comprise an initial driving mode of the target vehicle; the operation data is analyzed and predicted through a machine learning algorithm, predicted driving data is obtained, and the predicted driving data is used for representing the expected driving state of the target vehicle within the preset duration after the current operation moment; determining a target driving mode according to the predicted driving data and the initial driving data; and switching the target vehicle from the initial driving mode to the target driving mode. The technical problem that the target driving mode conforming to the optimal driving performance of the whole vehicle cannot be accurately predicted in the prior art is solved.
本发明公开了一种车辆驾驶模式预测方法、装置、计算机程序产品。其中,该方法包括:在目标车辆行驶过程中,采集目标车辆的运行数据,其中,运行数据至少包括初始驾驶数据,初始驾驶数据用于表征目标车辆在当前运行时刻的驾驶状态,初始驾驶数据至少包括目标车辆的初始驾驶模式;利用机器学习算法对运行数据进行分析预测,得到预测驾驶数据,其中,预测驾驶数据用于表征目标车辆在当前运行时刻后的预设时长内的期望驾驶状态;根据预测驾驶数据与初始驾驶数据确定目标驾驶模式;将目标车辆由初始驾驶模式切换至目标驾驶模式。本发明解决了现有技术无法准确预测得到符合整车最优驾驶性能的目标驾驶模式的技术问题。
Vehicle driving mode prediction method and device and computer program product
车辆驾驶模式预测方法、装置、计算机程序产品
2024-08-27
Patent
Electronic Resource
Chinese
IPC: | 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 |
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