The invention provides an intelligent route planning method and system. The method comprises the steps that road data are collected and preprocessed; constructing a model for the preprocessed data for analysis; performing analysis and verification according to a probability value output by the model, proposing route planning suggestions and giving an alarm. According to the invention, the abnormal conditions on the road, such as traffic accidents or road maintenance, are predicted in real time, and intelligent route planning suggestions are provided for the user. The system combines various data sources, such as speed and position data of a user, user feedback, weather data and the like, performs analysis through a deep learning model, and realizes high-accuracy road anomaly prediction.

    本发明提出了一种智能路线规划方法及系统,方法包括:收集道路数据并进行预处理;对预处理后的数据构建模型进行分析;对模型进行训练:根据模型输出的概率值进行分析与验证,提出路线规划建议和进行报警。本发明通过实时预测道路上的异常情况,如交通事故或道路维修,并为用户提供智能的路线规划建议。系统结合了多种数据源,如用户的速度和位置数据、用户反馈、天气数据等,通过深度学习模型进行分析,实现高准确性的道路异常预测。


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    Titel :

    Intelligent route planning method and system



    Erscheinungsdatum :

    2024-07-02


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    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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