The invention discloses a big data-based safe driving intelligent supervision system and method, and belongs to the technical field of safe driving supervision. Constructing a safe driving storage database, collecting and storing road traffic data, driving behavior data and vehicle driving data, and performing fusion analysis on multi-sensor data; a sample training set is established, sample features are processed and analyzed, and then sample features under different combination conditions are generated; according to the method, a safe driving training model is constructed, safe driving is trained and evaluated, a safe driving early warning data pair range is generated, and then the problem that the degree of heeling situation can be generated by using the driving speed and the turning angle under the road traffic environment can be studied; real-time safety early warning is carried out on the vehicle driven by the current user, the current safety belt tension regulation and control value is calculated, the minimum value of the current safety belt tension is output, then real-time intelligent regulation and control can be carried out on the binding force of the safety belt, and intelligent safe driving supervision is achieved.

    本发明公开了一种基于大数据的安全驾驶智能监管系统及方法,属于安全驾驶监管技术领域。构建安全驾驶存储数据库,对道路交通数据、驾驶行为数据和车辆行驶数据进行采集和存储,进而对多传感器数据进行融合分析;建立样本训练集,对样本特征进行处理分析,进而生成不同组合状况下的样本特征;构建安全驾驶训练模型,对安全驾驶进行训练评估,生成安全驾驶预警数据对范围,进而能够研究在什么道路交通环境下,用多大的行驶速度和转弯角度,会产生什么程度的侧倾情况的问题;对当前用户驾驶车辆进行实时安全预警,并计算当前安全带拉力调控值,输出当前安全带拉力的最小值,进而能够对安全带束缚力进行实时智能调控,实现智能化的安全驾驶监管。


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    Title :

    Safe driving intelligent supervision system and method based on big data


    Additional title:

    一种基于大数据的安全驾驶智能监管系统及方法


    Contributors:
    ZHANG QUANYONG (author) / CHEN GUANGMU (author) / YUAN HUAYAN (author) / HE YOUQIAN (author)

    Publication date :

    2023-08-04


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B60R Fahrzeuge, Fahrzeugausstattung oder Fahrzeugteile, soweit nicht anderweitig vorgesehen , VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06V



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