The invention provides a driving behavior abnormity identification method and device, a vehicle and a storage medium, and belongs to the technical field of driving behavior detection.The method comprises the steps that starting process data and a plurality of preset gears of the vehicle are obtained; the starting process data comprises a plurality of gearbox output shaft rotating speeds and a plurality of engine rotating speeds which are in one-to-one correspondence with a plurality of starting time points; based on the multiple preset gears, the multiple gearbox output shaft rotating speeds and the multiple engine rotating speeds, a two-dimensional starting feature map is constructed; inputting the two-dimensional starting feature map into a starting gear recognition model to obtain a starting gear; and determining sliding friction work based on the starting gear, and determining whether the vehicle has an abnormal driving behavior or not based on the sliding friction work. According to the method, a shaft rotating speed sensor does not need to be additionally arranged, driving behavior abnormity recognition can be achieved only by obtaining the vehicle starting process data and the multiple preset gears, the driving behavior abnormity recognition cost is reduced, and the driving behavior abnormity recognition efficiency is improved.

    本发明提供了一种驾驶行为异常识别方法、装置、车辆及存储介质,属于驾驶行为检测技术领域,其方法包括:获取车辆的起步过程数据和多个预设档位;起步过程数据包括与多个起步时间点一一对应的多个变速箱输出轴转速和多个发动机转速;基于多个预设档位、多个变速箱输出轴转速和多个发动机转速构建二维起步特征图;将二维起步特征图输入起步档位识别模型中,获得起步档位;基于起步档位确定滑磨功,基于滑磨功确定车辆是否存在异常驾驶行为。本发明无需增设一轴转速传感器,仅需获取车辆起步过程数据和多个预设档位即可实现驾驶行为异常识别,降低了驾驶行为异常识别成本,提高了驾驶行为异常的识别效率。


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    Titel :

    Driving behavior abnormity identification method and device, vehicle and storage medium


    Weitere Titelangaben:

    驾驶行为异常识别方法、装置、车辆及存储介质


    Beteiligte:
    CAI XING (Autor:in) / XIANG HAITAO (Autor:in) / LI ZHI (Autor:in) / CHEN XU (Autor:in) / YU HONGFENG (Autor:in) / ZHU HONGBO (Autor:in) / DAI YIHUI (Autor:in)

    Erscheinungsdatum :

    25.04.2025


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / 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 / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung



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