The invention relates to the technical field of traffic data processing, and provides a traffic big data information processing method and device and a storage medium, and the method comprises the following steps: S1, collecting traffic data of a vehicle passing number a at an upstream intersection C and a vehicle passing number b at a downstream intersection D of each road through a data collection system, uploading the collected data to a data preprocessing platform for preprocessing the collected data; and S2, transmitting the preprocessed data to a data model establishment module, modeling the average speed, average traffic flow and traffic density of the road in the data, analyzing the model, and judging the traffic condition of the road. According to the method, data preprocessing is carried out on huge data collected by an opposite end in the rush hours, the accuracy of data acquisition is improved, data model establishment is carried out on the preprocessed data, the efficiency of processing road traffic condition data is effectively improved, and the feasibility of making a road traffic plan is improved.
本发明涉及交通数据处理技术领域,提出了一种交通大数据信息处理方法、装置及存储介质,包括以下步骤:S1、通过数据采集系统采集各个道路上游路口C处车辆通过数量a和下游路口D处车辆通过数量b的交通数据,并上传至数据预处理平台中对采集的数据进行预处理;S2、将预处理后的数据传输至数据模型建立模块中对数据中道路的平均车速、平均车流量以及交通密度进行建模,并对模型进行分析,对道路交通情况进行判断。通过在上下班高峰期对端采集的庞大数据进行数据预处理,提高对数据获取的精确度,通过对预处理后的数据进行数据模型建立,有效地提高了对道路交通情况数据处理的效率,并提高了道路交通规划制定的可行性。
Traffic big data information processing method and device and storage medium
一种交通大数据信息处理方法、装置及存储介质
2023-12-22
Patent
Elektronische Ressource
Chinesisch
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / 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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