The invention discloses a shunting induction control method and system for a high-speed unmanned toll station, and relates to the technical field of traffic control, and the method comprises the steps: collecting real-time traffic flow data, and carrying out the preprocessing; constructing a machine learning model based on the preprocessed real-time traffic flow data, and predicting different types of traffic flows about to arrive at a toll station; calculating a current optimal lane allocation scheme according to different types of traffic flows about to arrive at the toll station; based on the optimal lane allocation scheme, the state of each lane is adjusted through an intelligent scheduling algorithm; generating high-dimensional data by using a data fusion algorithm according to the adjusted state of each lane; and obtaining a complete transaction record based on the high-dimensional data by using a distributed account book technology. The lane state is dynamically adjusted according to the optimal scheme through the intelligent scheduling algorithm, the flexibility and adaptability are enhanced, and the problems of resource waste and congestion are avoided.
本发明公开了一种高速无人收费站的分流诱导控制方法及系统,涉及交通控制技术领域,包括,收集实时交通流量数据,并进行预处理;基于预处理后实时交通流量数据构建机器学习模型,预测即将到达收费站的不同类型车流量;根据即将到达收费站的不同类型车流量,计算当前最优的车道分配方案;基于最优的车道分配方案通过智能调度算法,调整各条车道的状态;根据调整各条车道的状态,利用数据融合算法生成高维数据;基于高维数据使用分布式账本技术,得到完整的交易记录。本发明通过智能调度算法根据最优方案动态调整车道状态,增强了灵活性和适应性,避免了资源浪费和拥堵问题。
Shunt induction control method and system for expressway unmanned toll station
一种高速无人收费站的分流诱导控制方法及系统
2025-02-18
Patent
Electronic Resource
Chinese
IPC: | 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 / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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