The invention discloses an urban road Internet of Things data management platform. Traffic flow values at a plurality of preset time points in a preset time period are acquired through intelligent street lamps deployed on a preset road; arranging the traffic flow values at the plurality of preset time points into a traffic flow time sequence input vector according to a time dimension; performing time sequence feature extraction on the traffic flow time sequence input vector to obtain a traffic flow time sequence feature; and based on the traffic flow time sequence characteristics, determining a congestion degree label of a predetermined road. Therefore, the congestion degree of the predetermined road can be intelligently judged, valuable information is provided for urban management and service, and the monitoring, prediction and optimization of the traffic congestion degree are facilitated.

    一种城市道路物联网数据管理平台,其通过由部署于预定道路的智慧路灯采集预定时间段内多个预定时间点的车流量值;将所述多个预定时间点的车流量值按照时间维度排列为车流量时序输入向量;对所述车流量时序输入向量进行时序特征提取以得到车流量时序特征;基于所述车流量时序特征,确定预定道路的拥堵程度标签。这样,可以智能地判断预定道路的拥挤程度,为城市管理和服务提供有价值的信息,有助于实现对交通拥堵程度的监测、预测和优化。


    Access

    Download


    Export, share and cite



    Title :

    Urban road Internet of Things data management platform


    Additional title:

    一种城市道路物联网数据管理平台


    Contributors:
    CUI SHAOFEI (author) / LUO DONG (author) / LI XIAOCANG (author) / CHENG JUNQIANG (author) / YANG CAN (author) / LI CONG (author) / LEI GUANGHUI (author) / CUI LINGNA (author)

    Publication date :

    2023-12-22


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



    Urban traffic and cloud data management platform based on Internet of Things technology

    SHAN WENYU / CHEN JIANWU / CHEN PENG et al. | European Patent Office | 2022

    Free access

    Urban road planning method and system based on Internet of Things

    PAN ZHEN / ZHAO LIN / SUN DIFANG et al. | European Patent Office | 2023

    Free access

    Internet of Things management platform for managing overload

    WANG XU | European Patent Office | 2021

    Free access

    Road disease intelligent inspection platform based on Internet of Things and deep learning

    YAN HAI / PAN SHUO / REN ZIYUAN et al. | European Patent Office | 2023

    Free access

    Urban parking management system based on Internet of Things

    NI YUFAN | European Patent Office | 2021

    Free access