The invention relates to the technical field of traffic condition detection, and discloses a highway traffic condition detection system based on artificial intelligence, and the system comprises a traffic data collection module which collects traffic data in a monitoring area, and generates a feature sequence; the risk level generation module inputs the feature sequence into a risk assessment model and outputs a risk level; the traffic control measure generation module is used for generating traffic control measures for each vehicle in the control area; the vehicle speed limiting measure generation module outputs a vehicle speed limiting measure through a first prediction model; the vehicle drainage measure generation module outputs a vehicle drainage measure through a second prediction model; according to the invention, the risk level in the monitoring area of the expressway is detected through the risk assessment model, the driving data of each vehicle in the control area is comprehensively analyzed through the first prediction model and the second prediction model, and effective traffic control measures are generated for each vehicle in the control area, so that the driving safety of the vehicles is guaranteed.
本发明涉及交通状况检测技术领域,公开了一种基于人工智能的高速公路交通状况检测系统,包括:交通数据采集模块,采集监测区域内的交通数据,并生成特征序列;风险等级生成模块,将特征序列输入到风险评估模型,输出风险等级;交通管制措施生成模块,为管制区域内的每个车辆生成交通管制措施;车辆限速措施生成模块,通过第一预测模型输出车辆限速措施;车辆引流措施生成模块,通过第二预测模型输出车辆引流措施;本发明通过风险评估模型检测高速公路的监测区域内的风险等级,并通过第一预测模型和第二预测模型对管制区域的每个车辆的驾驶数据进行综合分析,分别为管制区域的每个车辆生成有效的交通管制措施,从而保障车辆的驾驶安全。
Highway traffic condition detection system based on artificial intelligence
一种基于人工智能的高速公路交通状况检测系统
2024-11-01
Patent
Electronic Resource
Chinese
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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