The invention provides a traffic flow prediction method and device for a traffic intersection, and relates to the technical field of big data. The method comprises the following steps: acquiring traffic flow data of a traffic intersection in a preset time period; performing deformation processing on the traffic flow data to obtain predicted deformation feature data; performing feature processing on the predicted deformation feature data to obtain predicted feature data; based on the prediction feature data and a traffic flow prediction integrated model, obtaining a traffic flow preliminary prediction result; and carrying out deformation recovery processing on the traffic flow preliminary prediction result to obtain a traffic flow prediction result of the traffic intersection. The device is used for executing the method. According to the traffic flow prediction method and device of the traffic intersection provided by the embodiment of the invention, the accuracy of traffic flow prediction of the traffic intersection is improved.
本发明提供一种交通路口的车流量预测方法及装置,涉及大数据技术领域。所述方法包括:获取交通路口的预设时间段的车流量数据;对所述车流量数据进行变形处理,获得预测变形特征数据;对所述预测变形特征数据进行特征处理,获得预测特征数据;基于所述预测特征数据以及车流量预测集成模型,获得车流量初步预测结果;对所述车流量初步预测结果进行变形恢复处理,获得所述交通路口的车流量预测结果。所述装置用于执行上述方法。本发明实施例提供的交通路口的车流量预测方法及装置,提高了交通路口车流量预测的准确性。
Traffic flow prediction method and device for traffic intersection
一种交通路口的车流量预测方法及装置
2023-07-04
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 |
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