The invention provides an expressway traffic jam prediction method based on artificial intelligence, and belongs to the technical field of expressway road condition analysis, and the method comprises the following steps: S1, dividing an expressway into road sections and branches in advance, and arranging cameras and sensors on the expressway; s2, the cloud server collects camera and sensor data of each road section of the expressway, and an artificial intelligence algorithm model is constructed; and S3, the cloud server performs traffic jam prediction on each road section of the highway by using the artificial intelligence algorithm model, pushes a prediction result to a user, and corrects the artificial intelligence algorithm model according to the accuracy of the prediction result. According to the invention, the method achieves the prediction of the road conditions of the expressway according to the road sections through the artificial intelligence algorithm model, recommends the road conditions to the related vehicle users, timely recognizes the congestion prediction, pushes the suggested route to the user before the congestion, reduces the impact caused by the congestion as much as possible, and improves the overall passing efficiency of the expressway.
本发明提供一种基于人工智能的高速公路交通拥堵预测方法,属于高速路况分析技术领域,所述方法包括如下步骤:S 1.预先将高速公路划分路段和分支,并在高速公路布设摄像头和传感器;S2.云端服务器采集高速公路各路段的摄像头和传感器数据,构建人工智能算法模型;S3.云端服务器使用人工智能算法模型对高速公路各路段进行交通拥堵预测,并将预测结果向用户推送,以及根据预测结果准确性对人工智能算法模型进行修正。本发明通过人工智能算法模型实现高速公路按照路段进行路况预测,将路况向相关车辆用户推荐,及时识别拥堵预测,在发生拥堵之前向用户推送建议路线,尽可能减小拥堵发生带来的影响,提高高速公路整体通行效率。
Highway traffic jam prediction method and system based on artificial intelligence
一种基于人工智能的高速公路交通拥堵预测方法及系统
16.01.2024
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 / G06V |
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