The invention relates to the field of vehicle analysis, and discloses a highway abnormal vehicle identification method, device and equipment and a medium, and the method comprises the steps: obtaining the flow data of a vehicle from a distributed message queue; using a streaming processing framework to integrate and archive the flow data, and counting vehicle attribute information; establishing an expressway road network model based on digital twinning; and traceability tracking is carried out on the vehicles by using the highway network model in combination with the statistical vehicle attribute information, and the vehicles with abnormal charging or abnormal behaviors are identified. According to the method, big data analysis and the road network model are combined, vehicle related information is restored in multiple directions, expressway environment attributes are created, the vehicles are traced and tracked in combination with the expressway road network model, so that validity judgment and charging are facilitated, the abnormal vehicles can be quickly and accurately recognized, the analysis efficiency and accuracy of abnormal data are improved, and the method is suitable for popularization and application. And great convenience is provided for the aspects of vehicle behavior restoration, charge recovery and the like.
本发明涉及车辆分析领域,公开了一种高速公路异常车辆识别方法、装置、设备及介质,该方法包括:从分布式消息队列中获取车辆的流水数据;使用流式处理框架对流水数据进行整合归档,统计车辆属性信息;建立基于数字孪生的高速公路路网模型;利用高速公路路网模型结合统计的车辆属性信息对车辆进行溯源跟踪,识别出收费异常或行为异常的车辆。上述方法将大数据分析和路网模型相结合,多方位还原车辆相关信息,创建高速环境属性,结合高速公路路网模型对车辆进行溯源跟踪,以便有效性判断和计费,能够快速、准确识别异常车辆,从而提高异常数据的分析效率和准确率,为车辆行为还原、收费追缴等方面提供了极大的便利。
Expressway abnormal vehicle identification method, device, equipment and medium
高速公路异常车辆识别方法、装置、设备及介质
2023-12-01
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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