The invention belongs to the technical field of vehicles, and particularly relates to an accelerated driving style recognition method and device, a readable medium and electronic equipment. The method comprises the following steps: acquiring driving behavior data, wherein the driving behavior data comprises user behavior data and vehicle signal data; analyzing the user behavior data to obtain acceleration behavior data corresponding to different driving scenes, and obtaining a first acceleration style parameter according to the acceleration behavior data and an acceleration sub-working condition corresponding to the acceleration behavior data; inputting the vehicle signal data into a trained first machine learning model to obtain a second acceleration style parameter; and fusing the first acceleration style parameter and the second acceleration style parameter to obtain an acceleration driving style recognition result. Therefore, the first acceleration style parameter is fused with the second acceleration style parameter obtained by machine learning analysis, so that the accuracy of the acceleration driving style result can be improved, and the output acceleration driving style result is enabled to better meet the control requirement of a user.

    本申请属于车辆技术领域,具体涉及一种加速驾驶风格识别方法、装置、可读介质及电子设备。该方法包括获取驾驶行为数据,驾驶行为数据包括用户行为数据和车辆信号数据;对用户行为数据进行分析,得到不同驾驶场景下对应的加速行为数据,根据加速行为数据以及与加速行为数据对应的加速子工况得到第一加速风格参数;将车辆信号数据输入已训练的第一机器学习模型,得到第二加速风格参数;将第一加速风格参数与第二加速风格参数进行融合,得到加速驾驶风格识别结果。如此,将第一加速风格参数与机器学习分析得到的第二加速风格参数进行融合,从而可以提高加速驾驶风格结果的准确性,使得输出的加速驾驶风格结果更加符合用户的操控需求。


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    Title :

    Accelerated driving style recognition method and device, readable medium and electronic equipment


    Additional title:

    加速驾驶风格识别方法、装置、可读介质及电子设备


    Contributors:
    ISHIDA TOSHIO (author) / ZHOU JINCHAO (author) / FAN YONGZHAO (author) / LI XIAOBO (author) / DENG YUNFEI (author) / LIU XUEWU (author)

    Publication date :

    2024-06-25


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    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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