The invention discloses a railway empty and load adjustment method, device and equipment and a storage medium. The method comprises the steps that railway network information, station interval weather information and station parking information at the current moment are acquired; the railway network information comprises railway network information at the current moment and railway network information at the future moment; inputting the railway network information at the current moment, the station interval weather information and the station parking information at the current moment into a pre-trained empty and load distribution prediction model, and outputting station parking prediction information; inputting the station parking vehicle prediction information into a pre-trained empty and load vehicle distribution evaluation model for evaluation, and obtaining an evaluation result; and according to the evaluation result and the station parking information at the current moment, railway empty and load vehicles are adjusted. By utilizing the method, the prediction and evaluation model is constructed, the station parking vehicle prediction information is output and evaluated, the railway empty and load vehicle is adjusted according to the evaluation result, and the transportation efficiency is improved.

    本发明公开了一种铁路空重车调整方法、装置、设备及存储介质,该方法包括:获取铁路网信息、车站区间天气信息和当前时刻车站结存车信息;所述铁路网信息包括当前时刻铁路网信息和未来时刻铁路网信息;将所述当前时刻铁路网信息、车站区间天气信息和当前时刻车站结存车信息输入至预先训练的空重车分布预测模型,输出车站结存车预测信息;将所述车站结存车预测信息输入至预先训练的空重车分布评价模型进行评价,获得评价结果;根据所述评价结果和所述当前时刻车站结存车信息对铁路空重车进行调整。利用该方法,通过构建预测和评价模型,输出车站结存车预测信息并对其进行评价,根据评价结果对铁路空重车进行调整,提高运输效率。


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    Titel :

    Railway empty and load adjustment method, device and equipment and storage medium


    Weitere Titelangaben:

    一种铁路空重车调整方法、装置、设备及存储介质


    Beteiligte:
    LIU ZIYANG (Autor:in) / SONG ZONGYING (Autor:in) / ZHANG HAISHAN (Autor:in) / ZHOU JIN (Autor:in) / LIU YONGZHUANG (Autor:in) / ZHU ZHENGLING (Autor:in)

    Erscheinungsdatum :

    16.01.2024


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    B61L Leiten des Eisenbahnverkehrs , GUIDING RAILWAY TRAFFIC / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / 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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