The invention provides an expressway traffic condition prediction method and device, electronic equipment and a storage medium, and belongs to the technical field of traffic management, and the method comprises the steps: obtaining vehicle passing data corresponding to each portal of an expressway; inputting the vehicle passing data into a traffic condition prediction model to obtain a traffic condition prediction result output by the traffic condition prediction model; wherein the traffic condition prediction model is used for decomposing vehicle passing trend data and vehicle passing period data from the vehicle passing data, and determining a traffic condition prediction result according to the vehicle passing trend data, the vehicle passing period data and pre-obtained portal positioning data. According to the method, the vehicle passing data is divided into two kinds of data with different characteristics, data prediction is carried out in combination with the positioning data of the portal, and the time tendency and the space influence are considered.

    本发明提供一种高速公路交通状况预测方法、装置、电子设备和存储介质,属于交通管理技术领域,方法包括获取高速公路的每一门架对应的车辆通行数据;将车辆通行数据输入交通状况预测模型,得到交通状况预测模型输出的交通状况预测结果;其中,交通状况预测模型用于从车辆通行数据中分解出车辆通行趋势数据和车辆通行周期数据,根据车辆通行趋势数据、车辆通行周期数据和预先得到的门架的定位数据,确定交通状况预测结果。本发明将车辆通行数据拆分为两种不同特性的数据,并结合门架的定位数据进行数据预测,考虑到了时间的趋势性和空间的影响。


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    Titel :

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


    Weitere Titelangaben:

    高速公路交通状况预测方法、装置、电子设备和存储介质


    Beteiligte:
    ZENG QINGNING (Autor:in) / HU JIANLIANG (Autor:in) / PANG YUANKUN (Autor:in)

    Erscheinungsdatum :

    2024-02-20


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES



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