The invention discloses a highway operation state research and judgment method fusing intercommunication and main line data in the technical field of highway operation state research and judgment. The method comprises the following steps: S1, collecting data; s2, data preprocessing; s3, data fusion; s4, judging a running state; s5, performing prediction analysis; s6, decision support; s7, performing real-time monitoring and adjustment; and S8, evaluating and optimizing the system. According to the system, data of the intercommunication hub and the main line are integrated through the high-precision monitoring equipment, comprehensive real-time traffic flow monitoring is achieved, and traffic changes are responded rapidly. Deep learning and time sequence analysis are utilized to improve analysis depth and prediction accuracy, and influences of factors such as weather, holidays and festivals are comprehensively evaluated. The advanced data processing and decision support system provides a dynamic strategy for management and optimizes traffic control. Periodic performance evaluation and user feedback assist the continuous improvement of the system, and the machine learning technology ensures the frontier and adaptability of the system.
本发明公开了公路运行状态研判技术领域的一种融合互通与主线数据的高速公路运行状态研判方法,S1、数据收集;S2、数据预处理;S3、数据融合;S4、运行状态判断;S5、预测分析;S6、决策支持;S7、实时监控和调整;S8、系统评估与优化。本发明通过高精度监控设备整合互通枢纽与主线数据,实现全面实时交通流监控,快速响应交通变化。利用深度学习与时间序列分析提升分析深度与预测准确性,综合评估天气、节假日等因素影响。先进数据处理与决策支持系统为管理提供动态策略,优化交通管制。定期性能评估与用户反馈助力系统持续改进,机器学习技术保证系统前沿性与适应性。
Expressway running state studying and judging method fusing intercommunication and main line data
一种融合互通与主线数据的高速公路运行状态研判方法
2024-04-02
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / 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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