The invention relates to an intelligent traffic scheduling optimization method based on cloud-side cooperative computing, and belongs to the field of computer systems based on a specific computing model, and the method comprises the steps: monitoring each part of previous data corresponding to each previous day through a side end monitoring device above the foremost end of a set road section; a far-end cloud analysis device is used for intelligently predicting the total number of left-turning passing vehicles, the total number of straight-going vehicles and the total number of passing electric bicycles at the foremost end of a set road section in a fixed time interval of the day by adopting an intelligent traffic prediction model; and dynamic optimization of an intelligent traffic scheduling strategy in a fixed time interval of the day is realized based on an intelligent prediction result. According to the invention, various basic data screened in a targeted manner can be introduced, and the intelligent traffic prediction model with a customized structure is adopted to predict the traffic data of various vehicles in a future time interval, so that a corresponding traffic scheduling optimization strategy is formulated, and the utilization rate of limited lane resources is improved.

    本发明涉及一种基于云‑边协同计算的智慧交通调度优化方法,属于基于特定计算模型的计算机系统领域,所述方法包括:采用设定路段的最前端上方的边端监测设备监测过往各天分别对应的各份过往数据;采用远端的云端分析设备用于采用智慧交通预测模型智能预测当天在固定时间区间内设定路段的最前端处的左拐通行车辆总数、直行车辆总数以及通行电动自行车总数;基于智能预测结果实现当天固定时间区间内的智慧交通调度策略的动态优化。通过本发明,能够引入针对性筛选的各项基础数据采用定制结构的智慧交通预测模型预测未来时间区间的各种车辆的通行数据,进而制定相应的交通调度优化策略,从而提升了有限车道资源的利用率。


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    Title :

    Intelligent traffic scheduling optimization method based on cloud-side cooperative computing


    Additional title:

    一种基于云-边协同计算的智慧交通调度优化方法


    Contributors:
    HUANG ZONGWEI (author) / WANG QI (author)

    Publication date :

    2025-02-25


    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 / H04L TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION , Übertragung digitaler Information, z.B. Telegrafieverkehr



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