The invention relates to the field of traffic light regulation and control, and particularly discloses a traffic light regulation and control method and system, a terminal and a storage medium, and the method comprises the steps: obtaining real-time traffic data, including real-time traffic flow; based on the real-time traffic data, utilizing a pre-trained LSTM flow prediction model to obtain a short-term traffic flow prediction value; obtaining a current traffic state type by using a pre-trained SVM traffic state classification model based on the real-time traffic data; and according to the real-time traffic flow, the short-term traffic flow prediction value and the current traffic state type, operation parameters of the traffic signal lamp are controlled. According to the invention, the traffic lights are dynamically adjusted through big data and artificial intelligence, changes of traffic conditions can be responded in real time, the traffic efficiency is improved, and the occurrence of congestion phenomena is reduced.

    本发明涉及交通信号灯调控领域,具体公开一种交通信号灯调控方法、系统、终端及存储介质,获取实时交通数据,包括实时交通流量;基于实时交通数据利用预先训练好的LSTM流量预测模型获得短期交通流量预测值;基于实时交通数据利用预先训练好的SVM交通状态分类模型获得当前交通状态类型;根据实时交通流量、短期交通流量预测值和当前交通状态类型对交通信号灯的运行参数进行控制。本发明通过大数据和人工智能对交通信号灯进行动态调整,能够实时响应交通状况的变化,提高交通效率,减少拥堵现象的发生。


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    Title :

    Traffic signal lamp regulation and control method and system, terminal and storage medium


    Additional title:

    一种交通信号灯调控方法、系统、终端及存储介质


    Contributors:
    JI LIWEI (author) / JING HAOXIN (author) / CHEN MENG (author) / LIU PENG (author)

    Publication date :

    2024-09-03


    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



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