The invention provides a road congestion condition prediction method and device. The prediction method comprises the following steps: acquiring operation related data of an unmanned vehicle arranged in a target area in a transportation process; based on the operation related data, determining a target feature used for predicting a road congestion condition of a target area; and obtaining a congestion prediction result of the target area based on the target features. Therefore, by designing the prediction model of the road congestion in the industrial park trained by the actual measurement data and the simulation data, the external and internal related characteristics of the road congestion in the industrial park are extracted, and the prediction model is trained by using the characteristic data to obtain the congestion prediction result, so that the prediction accuracy of the road congestion condition of the industrial park is improved.

    本申请提供了一种道路拥堵情况的预测方法及装置,所述预测方法包括获取针对设置在目标区域的无人车辆在运输过程中的运行相关数据;基于所述运行相关数据,确定用于预测目标区域的道路拥堵情况的目标特征;基于所述目标特征,得到目标区域的拥堵预测结果。这样,通过设计以实测数据和仿真数据训练的工业园区内道路拥堵的预测模型,提取工业园区道路拥堵的外界和系统内部的相关特征,利用特征数据训练预测模型得到拥堵预测结果,提升了工业园区道路拥堵情况预测的准确性。


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    Title :

    Road congestion condition prediction method and device


    Additional title:

    一种道路拥堵情况的预测方法及装置


    Contributors:
    WANG HENG (author) / LI HONGZHONG (author) / TIAN CHANGHAO (author)

    Publication date :

    2024-01-12


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    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 / 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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