The invention provides a flight arrival time prediction method, electronic equipment and a storage medium, and relates to the field of flight prediction. Target flight information of a target flight at an ith flight time node is acquired, a final flight information list is acquired, and the final flight information is matched; and adjusting the remaining flight duration according to the target flight information of the target flight at the ith flight time node by using an STPN + light GBM model, and calculating to obtain the predicted arrival time of the target flight arriving at the destination, so that the predicted arrival time of the target flight is more accurate.

    本发明提供了一种航班到达时间预测方法、电子设备及存储介质,涉及航班预测领域,获取目标航班在第i个飞行时间节点的目标飞行信息,获取最终飞行信息列表,匹配最终飞行信息,使用STPN+lightGBM模型根据目标航班在第i个飞行时间节点的目标飞行信息对剩余飞行时长进行调整,计算得到目标航班到达目的地的预测到达时间,使得目标航班的预测到达时间更加准确。


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    Title :

    Flight arrival time prediction method, electronic equipment and storage medium


    Additional title:

    一种航班到达时间预测方法、电子设备及存储介质


    Contributors:
    DING JIANLI (author) / REN YUEPENG (author) / CAO WEIDONG (author)

    Publication date :

    2024-02-09


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    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 / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



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