The invention discloses an expressway digital twinborn dynamic construction method, which relates to the technical field of traffic, acquires and preprocesses multi-dimensional data of an expressway system, and constructs a traffic flow model of an expressway based on a deep learning technology and in combination with the multi-dimensional data of the expressway system. The method comprises the steps of mapping multi-dimensional data, collected in real time, of an expressway system to a traffic flow model, dynamically updating a traffic state in the traffic flow model, performing short-term traffic flow prediction by using the traffic flow model, simulating influences when different traffic events occur, and analyzing existing risks. According to the method, the valuable traffic information is extracted from the mass data by capturing and analyzing the traffic flow data in real time and utilizing the machine learning and data mining technology, so that the digital twinborn body can accurately predict the future traffic flow and provide a decision-making basis, the occurrence of traffic congestion and accidents is reduced, and the traffic flow prediction efficiency is improved. And the traffic capacity and the safety of the expressway are improved.

    本发明公开了一种高速公路数字孪生体动态构建方法,涉及交通技术领域,获取高速公路系统的多维度数据并进行预处理,基于深度学习技术,结合高速公路系统的多维度数据构建高速公路的交通流模型,将实时采集的高速公路系统多维度数据映射到交通流模型上,动态更新交通流模型中的交通状态,利用交通流模型,进行短期交通流预测,并模拟不同交通事件发生时的影响,分析存在的风险。本发明通过实时捕捉和分析交通流量数据,利用机器学习和数据挖掘技术,从海量数据中提取出有价值的交通信息,使得数字孪生体能够准确预测未来的交通流量,提供决策依据,有助于减少交通拥堵和事故的发生,提高高速公路的通行能力和安全性。


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Dynamic construction method for digital twinborn bodies of expressway


    Weitere Titelangaben:

    一种高速公路数字孪生体动态构建方法


    Beteiligte:
    YANG CHAO (Autor:in) / XU DA (Autor:in) / LIU YAHONG (Autor:in) / SHAO YONGJUN (Autor:in) / ZHANG GUOHONG (Autor:in) / LIU WEIGANG (Autor:in) / WAN CHENGGANG (Autor:in)

    Erscheinungsdatum :

    25.03.2025


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    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



    Expressway interval digital twinborn safety management and control method

    LIU XIANYANG | Europäisches Patentamt | 2024

    Freier Zugriff

    Expressway and digital twinborn combined traffic safety early warning method

    LI YANFENG / WANG ZHIJIAN / SHEN WENJIE et al. | Europäisches Patentamt | 2024

    Freier Zugriff

    Expressway twinborn management and control system and implementation method thereof

    YANG YANG / CHEN KEN / ZHONG AIPING et al. | Europäisches Patentamt | 2024

    Freier Zugriff

    Construction method of digital twinborn body of portal crane

    LI JIANJI / SONG HAK-KWAN / GONG ZHUANGZHUANG et al. | Europäisches Patentamt | 2022

    Freier Zugriff

    Digital twinborn information accompanying reminding method and device

    MENG LINGZHAO / SHI BINGBING / FANG YANMING et al. | Europäisches Patentamt | 2025

    Freier Zugriff