The invention belongs to the technical field of traffic data processing, and particularly relates to a geographic traffic data processing method and device and electronic equipment.The method comprises the steps that firstly, traffic flow time sequence data of a target area road network in a set historical time period is obtained, and then a first prediction model and a second prediction model are constructed and output; then real-time traffic flow time sequence data is acquired, and prediction is carried out by using the first prediction model to obtain a prediction result; performing reverse prediction by adopting a second prediction model according to the first prediction result to obtain a second prediction result; judging whether the second prediction result is approximate to the real-time traffic flow time sequence data, if so, determining that the first prediction result is a final output result, and if not, adjusting parameters of the prediction model and repeatedly predicting; and a final first prediction result is output, whether congestion occurs is judged, and if congestion occurs, early warning and path planning are carried out finally. The prediction result is more accurate.

    本发明属于交通数据处理技术领域,具体涉及一种地理交通数据处理方法、装置和电子设备,首先,获取目标区域路网在设定历史时间段内的交通流量时序数据,然后构建并输出第一预测模型以及第二预测模型;然后获取实时的交通流量时序数据,并使用第一预测模型进行预测,得到预测结果;再然后,根据第一预测结果采用第二预测模型进行反向预测,得到第二预测结果;判断第二预测结果与实时交通流量时序数据是否近似,若近似则第一预测结果为最终输出结果,若不近似,则调整预测模型的参数并重复预测;输出最终的第一预测结果,并判断是否拥堵,若出现拥堵,最后进行预警以及路径规划。本发明预测结果更加精确。


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    Title :

    Geographic traffic data processing method and device and electronic equipment


    Additional title:

    一种地理交通数据处理方法、装置和电子设备


    Contributors:
    FANG YUDONG (author)

    Publication date :

    2025-01-10


    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 / G08B SIGNALLING OR CALLING SYSTEMS , Signalisier- oder Rufsysteme



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