The invention relates to a traffic management system based on an intelligent road, and the system comprises a monitoring data obtaining unit which is used for determining a data collection range according to a congestion position, and collecting required monitoring data based on the intelligent road; the data processing unit is used for extracting a plurality of principal components of the monitoring data and further extracting high-factor elements; the priority ranking unit is internally stored with a MapReduce model and is used for inputting the high-factor elements into a corresponding Map module and a corresponding Reduce module in the MapReduce model according to categories of principal components for full ranking so as to obtain a full ranking result of the high-factor elements, and the wireless transmitting unit is used for sequentially transmitting the high-factor elements to traffic regulation and control terminals in a region to which the high-factor elements belong. Through the management system disclosed by the invention, main factors causing traffic congestion and influence degrees can be obtained, and restricting factors of traffic smoothness can be found timely and quickly, so that regulation and control can be performed in sequence in a targeted manner, and the congestion can be relieved quickly.
本发明涉及一种基于智慧公路的交通管理系统,包括监测数据获取单元,用于根据拥堵位置,确定数据采集范围,并基于智慧公路采集所需监测数据;数据处理单元,用于提取监测数据的若干个主成分,并进一步提取高因子元素;优先级排序单元,内部存储MapReduce模型,用于将所述高因子元素按主成分的类别输入MapReduce模型中对应的Map模块和Reduce模块进行全排序,得到所述高因子元素的全排序结果,无线发送单元,用于按序将高因子元素发送至所属区域的交通调控终端。通过本发明公开的管理系统,能够获得造成交通拥堵的主要因素,以及影响程度,及时快速的找到交通流畅的制约因素,从而有针对性的按序进行调控,以快速解除拥堵。
Traffic management system based on intelligent road
一种基于智慧公路的交通管理系统
2022-12-27
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06K Erkennen von Daten , RECOGNITION OF DATA / 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 |