The invention relates to the technical field of information processing, in particular to an air freight vehicle scheduling method, device and equipment and a storage medium, and the method comprises the steps: inputting a historical aviation data training set into an analysis model for training, obtaining an air freight vehicle prediction model, obtaining a real-time aviation data report, and obtaining a real-time aviation data report; the real-time aviation data report is input into the aviation freight vehicle prediction model for prediction calculation, a prediction result is obtained, real-time vehicle travel planning information is obtained, scheduling adjustment is conducted on the real-time vehicle travel planning information according to the prediction result, a vehicle travel scheduling strategy is obtained, vehicle travel arrangement is reasonable, the intelligent degree is high, and the vehicle travel scheduling efficiency is improved. The matching performance of the vehicle and the goods is improved, the vehicle travel scheduling strategy is issued, the vehicle can respond to the scheduling arrangement in time, the vehicle which is closest to the vehicle and meets the transport capacity can be called for transportation, waste of resources is reduced, the transportation efficiency is improved, and the customer satisfaction degree is improved.
本发明涉及信息处理技术领域,尤其涉及一种航空货运车辆调度方法、装置、设备及存储介质,通过将历史航空数据训练集输入到分析模型中进行训练,得到航空货运车辆预测模型,获取实时航空数据报表,将实时航空数据报表输入到航空货运车辆预测模型中进行预测计算,得到预测结果,获取实时车辆行程规划信息,根据预测结果对实时车辆行程规划信息进行调度调整,得到车辆行程调度策略,车辆行程安排合理,智能化程度高,提高车辆与货物的匹配性,对车辆行程调度策略进行发布,车辆能及时对调度安排进行响应,能调用距离最近且满足运力的车辆进行运输,减少资源的浪费,提高运输效率且提高客户满意度。
Air freight vehicle scheduling method, device and equipment and storage medium
航空货运车辆调度方法、装置、设备及存储介质
2024-06-25
Patent
Electronic Resource
Chinese
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 / H04L TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION , Übertragung digitaler Information, z.B. Telegrafieverkehr |
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