The embodiment of the invention discloses a traffic flow prediction method, apparatus and device, and a computer readable storage medium. The method comprises the steps of obtaining a target historical traffic flow of a target road section in a target historical time period before to-be-predicted time; determining a first target sequence and a second target sequence corresponding to the target historical traffic flow based on a data modeling mechanism in the target traffic flow prediction model and the target historical traffic flow; performing feature extraction on the first target sequence and the second target sequence by adopting a first prediction module and a second prediction module in a target traffic flow prediction model to obtain first target feature information and second target feature information; and based on the first target feature information and the second target feature information, obtaining a target predicted traffic flow of the target road section at the to-be-predicted time.

    本申请实施例公开一种交通流量预测方法、装置、设备及计算机可读存储介质,包括获取目标路段在待预测时间之前的目标历史时间段内的目标历史交通流量;基于目标交通流量预测模型中的数据建模机制和目标历史交通流量,确定目标历史交通流量对应的第一目标序列和第二目标序列;采用目标交通流量预测模型中的第一预测模块和第二预测模块,分别对第一目标序列和第二目标序列进行特征提取,得到第一目标特征信息和第二目标特征信息;基于第一目标特征信息和第二目标特征信息,得到目标路段在待预测时间的目标预测交通流量。


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    Title :

    Traffic flow prediction method, device and equipment and computer readable storage medium


    Additional title:

    一种交通流量预测方法、装置、设备及计算机可读存储介质


    Contributors:
    CHE ZIWEI (author)

    Publication date :

    2025-04-18


    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



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