The invention belongs to the technical field of intelligent traffic, and particularly relates to a map-based expressway toll path visualization method, a multi-dimensional data analysis platform is used for analyzing expressway business data of a big data platform, performing machine learning model training and index processing on the obtained data, and obtaining the expressway toll path. The data real-time processing platform calculates and processes collected original expressway flow data into indexes through incremental real-time calculation based on a flow processing big data technology, and the intelligent decision-making platform comprises a dual-core intelligent decision-making engine of a rule engine and a machine learning model engine. The intelligent decision-making platform is based on a machine learning model and the indexes obtained through processing; the method can well support the simultaneous visual use of the rule and the machine learning model, and during execution, the rule and the machine learning are fused together and cooperatively carried out, so that the rule and the machine learning model can be fused together more efficiently, more quickly and at lower cost.

    本发明属于智能交通技术领域,具体是指一种基于地图的高速公路收费路径可视化方法,所述多维数据分析平台用于对大数据平台的高速公路业务数据进行分析,同时对获取的数据进行机器学习模型的训练和指标的加工,所述数据实时处理平台基于流处理大数据技术,通过增量式的实时计算,把采集过来的原始高速公路流水数据,计算加工成指标,所述智能决策平台包括规则引擎和机器学习模型引擎的双核智能决策引擎,所述智能决策平台基于机器学习模型和加工得到的指标;本发明可以很好的支持同时可视化的使用规则和机器学习模型,并且在执行时,规则和机器学习融合一起协同进行,使得规则和机器学习模型可以更高效、更快速、更低成本的融合在一起。


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Map-based highway toll path visualization method


    Weitere Titelangaben:

    一种基于地图的高速公路收费路径可视化方法


    Beteiligte:
    ZHANG JIASONG (Autor:in) / LIANG JIANWEN (Autor:in) / XIE JIEZHONG (Autor:in) / WANG WENTAO (Autor:in)

    Erscheinungsdatum :

    2024-02-20


    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 / G07B Fahrkartenausgeber , TICKET-ISSUING APPARATUS





    Extraction and visualization of highway operation status indicators based on toll data

    Ma, Feihu / Mei, Sang / Deng, Shiqi | British Library Conference Proceedings | 2022


    Highway toll allocation

    Wu, Hao / van den Brink, René / Estévez-Fernández, Arantza | Elsevier | 2024