The invention relates to the technical field of traffic flow prediction, in particular to the technical field of traffic signal lamp scheduling. The invention discloses a traffic signal lamp scheduling method, apparatus and device, and a readable storage medium. The traffic signal lamp scheduling method comprises the steps of obtaining traffic data of a target intersection; wherein the traffic data comprises at least one of vehicle flow and time period, intersection type, phase, weather information, vehicle flow in the previous time period, holiday and festival information, season and pedestrian flow; inputting the traffic data into a flow prediction model to obtain predicted traffic flow; obtaining a traffic light scheduling strategy according to the predicted traffic flow and the traffic data; and scheduling the traffic lights based on the traffic light scheduling strategy. According to the scheme provided by the invention, the traffic flow can be predicted in advance, the traffic lights are dynamically scheduled, adaptive adjustment is realized, an intelligent scheduling strategy is generated, and the traffic efficiency is improved.
本申请涉及交通流量预测技术领域,具体涉及交通信号灯调度技术领域。本申请公开一种交通信号灯调度方法、装置、设备及可读存储介质,其中交通信号灯调度方法包括:获取目标路口的交通数据;其中,所述交通数据包括车辆流量以及时段、路口类型、相位、天气信息、前一个时间段车流量、节假日信息、季节、行人流量中的至少一项;将所述交通数据输入流量预测模型,得到预测交通流量;根据所述预测交通流量以及所述交通数据,得到交通信号灯调度策略;基于所述交通信号灯调度策略对所述交通信号灯进行调度。本发明的提供的方案,能够提前预测车流量,动态对交通信号灯进行调度,实现自适应调节,生成智能调度策略,提高通行效率。
Traffic signal lamp scheduling method, device and equipment and readable storage medium
一种交通信号灯调度方法、装置、设备及可读存储介质
2023-02-03
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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