The invention provides a traffic flow trend prediction method, system and device and a storage medium, and relates to the technical field of trend prediction, and the method comprises the steps: collecting and obtaining a collection time record set and a traffic flow record set of a target road; serializing the acquisition time record set to obtain an acquisition time record sequence; establishing a traffic flow trend prediction model, wherein the traffic flow trend prediction model comprises multiple stages of prediction units; inputting the collection time record sequence and the traffic flow record set into a traffic flow trend prediction model for training to obtain a trained traffic flow trend prediction model; and collecting real-time time data, inputting the real-time time data into the traffic flow trend prediction model, and outputting real-time traffic flow trend prediction data, so that the technical problem of low traffic management efficiency caused by low traffic flow trend prediction accuracy in the prior art can be solved, the target of improving the traffic flow trend prediction accuracy is achieved, and the traffic flow trend prediction efficiency is improved. The technical effect of improving the traffic management efficiency is achieved.
本公开提供了交通流趋势预测方法、系统、设备及存储介质,涉及趋势预测技术领域,该方法包括:采集获取目标道路的采集时间记录集和交通流记录集;采集时间记录集进行序列化处理,获取采集时间记录序列;建立交通流趋势预测模型,交通流趋势预测模型包括多级预测单元;将采集时间记录序列和交通流记录集输入交通流趋势预测模型进行训练,获取训练后的交通流趋势预测模型;采集实时时间数据输入交通流趋势预测模型,输出实时交通流趋势预测数据,通过本公开可以解决现有技术中存在由于交通流趋势预测精确度较低,导致交通管理的效率较低的技术问题,实现提高交通流趋势预测精确度的目标,达到提高交通管理的效率的技术效果。
Traffic flow trend prediction method, system and device and storage medium
交通流趋势预测方法、系统、设备及存储介质
04.06.2024
Patent
Elektronische Ressource
Chinesisch
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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