The invention discloses an urban road management system based on real-time traffic, and the system comprises a data collection end which is used for obtaining the data of urban road traffic in real time; the data processing module is used for carrying out real-time processing and analysis on the collected data, and the processing and analysis comprises data cleaning, verification, real-time flow processing and traffic flow prediction and congestion identification based on a machine learning model; the decision support module is used for generating a real-time traffic management strategy according to the analysis result, and the traffic management strategy comprises signal lamp time adjustment, vehicle navigation route optimization and parking demand management; the user service module is used for providing intelligent navigation, real-time traffic information and parking space management services; and the security protection module is used for protecting the security of data transmission and storage. According to the invention, a high-performance distributed real-time data processing platform is adopted to process and analyze urban road traffic data in real time so as to accurately predict the traffic flow, the congestion condition and the environmental influence, and real-time decision generation is supported.
一种基于实时交通的城市道路管理系统,包括数据采集端,用于实时获取城市道路交通的数据;数据处理模块,用于对采集的数据进行实时处理和分析,所述处理和分析包括数据清洗、验证、实时流处理以及基于机器学习模型的交通流预测和拥堵识别;决策支持模块,用于根据分析结果生成实时交通管理策略,所述交通管理策略包括调整信号灯时间、优化车辆导航路线、管理停车需求;用户服务模块,用于提供智能导航、实时交通信息和停车位管理服务;安全保护模块,用于保护数据传输和存储的安全性。本发明采用高性能的分布式实时数据处理平台,实时处理和分析城市道路交通数据,以精确预测交通流量、拥堵情况和环境影响,支持实时决策生成。
Urban road management system based on real-time traffic
一种基于实时交通的城市道路管理系统
2025-01-24
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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