The invention relates to a vehicle energy consumption information prediction method, computer equipment and a storage medium. The method comprises the following steps: collecting current energy consumption characteristic data of a target vehicle, and extracting first energy consumption characteristic data and second energy consumption characteristic data from the current energy consumption characteristic data; inputting the first energy consumption characteristic data into a benchmark energy consumption prediction model obtained based on BP neural network training so as to predict benchmark energy consumption information; processing the second energy consumption characteristic data by using a pre-established static correction module to obtain corrected energy consumption information; and correcting the reference energy consumption information according to the corrected energy consumption information to obtain the energy consumption information of the target vehicle. According to the embodiment of the invention, the energy consumption information of the vehicle in various scenes can be accurately predicted.
本申请涉及一种车辆能耗信息预测方法、计算机设备和存储介质。所述方法包括:采集目标车辆的当前能耗特征数据,从当前能耗特征数据中提取第一能耗特征数据和第二能耗特征数据;将第一能耗特征数据输入基于BP神经网络训练得到的基准能耗预测模型,以预测得到基准能耗信息;使用预先建立的静态修正模块对第二能耗特征数据进行处理,得到修正能耗信息;根据修正能耗信息对基准能耗信息进行修正,得到目标车辆的能耗信息。本申请实施例能够精准预测车辆在各种场景下的能耗信息。
Vehicle energy consumption information prediction method, computer equipment and storage medium
车辆能耗信息预测方法、计算机设备和存储介质
2024-07-02
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 / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
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