The invention relates to the technical field of artificial intelligence data processing, provides a traffic data processing method and system based on artificial intelligence, and solves the problems of data missing and abnormity by processing diversified traffic data through big data analysis and a deep learning algorithm. The system combines real-time data and simulation data for prediction, automatically evaluates prediction errors, optimizes a prediction model, and improves prediction precision. The traffic prediction capability is enhanced, the development of an intelligent traffic system is supported, the operation stability and management efficiency of the traffic system are improved, powerful support is provided for urban traffic planning and management, and the problem that the traffic data processing cannot be carried out if data processing errors or data processing timeout occur in the traffic data processing process is solved. And the operation stability of the traffic system is influenced.
本发明涉及人工智能数据处理技术领域,本发明提供的一种基于人工智能的交通数据处理方法及系统,通过大数据分析和深度学习算法处理多样化交通数据,解决数据缺失和异常问题。系统结合实时数据与模拟数据进行预测,自动评估预测误差并优化预测模型,提高预测精度。本发明增强了交通预测能力,支持智能交通系统发展,提升交通系统运行稳定性和管理效率,为城市交通规划和管理提供有力支持,解决在面对交通数据处理过程中如果出现数据处理错误或数据处理超时,将对交通系统的运行稳定性造成影响的问题。
Traffic data processing method and system based on artificial intelligence
一种基于人工智能的交通数据处理方法及系统
2025-02-14
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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