The invention relates to the technical field of computers, and provides a highway traffic flow prediction method and device, computer equipment and a storage medium. The expressway traffic flow prediction method comprises the following steps: acquiring traffic data and weather data of a corresponding driving interval by using data acquisition equipment on an expressway; wherein the expressway is divided into a plurality of driving intervals, and each driving interval is provided with one data processing device and at least one data acquisition device; carrying out data fusion on the traffic data and the weather data of each driving interval; and inputting a data fusion result into the traffic flow prediction model, and outputting a traffic flow prediction result of each driving interval. According to the invention, the accuracy of traffic flow prediction can be improved, the real-time performance of traffic flow prediction can be realized, and the traffic management and travel efficiency can be improved.

    本公开涉及计算机技术领域,提供了一种高速公路交通流预测方法、装置、计算机设备和存储介质。高速公路交通流预测方法包括:利用高速公路上的数据采集设备采集对应行驶区间的交通数据和天气数据;其中,高速公路被划分为多个行驶区间,每个行驶区间设置一个数据处理设备和至少一个数据采集设备;对每个行驶区间的交通数据和天气数据进行数据融合;将数据融合结果输入至交通流预测模型中,输出每个行驶区间的交通流预测结果。本发明能够提高交通流预测的准确性,实现交通流预测的实时性,以及提高交通管理和出行效率。


    Access

    Download


    Export, share and cite



    Title :

    Expressway traffic flow prediction method and device, computer equipment and storage medium


    Additional title:

    高速公路交通流预测方法、装置、计算机设备和存储介质


    Contributors:
    ZHOU JIQIN (author) / WANG YUJUE (author) / ZHANG QI (author) / ZHU YING (author) / LI QIANG (author) / XU CHENQUN (author) / SHAO HONGKUN (author) / LIU YONGQIANG (author) / CHI ZHANQING (author) / LIU ZIDI (author)

    Publication date :

    2024-02-27


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



    Expressway traffic condition prediction method and device, electronic equipment and storage medium

    ZENG QINGNING / HU JIANLIANG / PANG YUANKUN | European Patent Office | 2024

    Free access

    Expressway traffic flow prediction method

    JIANG YUNLIANG / FAN JINBIN / ZHANG XIONGTAO et al. | European Patent Office | 2020

    Free access

    Expressway flow prediction method and device, electronic equipment and storage medium

    ZHANG XINGMIN / LIU HAN / ZHOU BINGQING et al. | European Patent Office | 2024

    Free access

    Expressway environment prediction method, device and equipment and storage medium

    YANG RONGBO / ZHANG HONGJUN / LI CHUNJIE et al. | European Patent Office | 2023

    Free access

    Expressway service area traffic flow prediction method

    JIANG DEHONG / DUAN HONGLIN / YANG JIANGUO et al. | European Patent Office | 2023

    Free access