The embodiment of the invention relates to a public transport vehicle scheduling method and device, electronic equipment and a storage medium. The public transport vehicle scheduling method comprises the steps of collecting current traffic data of a target road section in real time and obtaining historical traffic data of the target road section in the same time period; predicting a future traffic condition, a passenger demand and a vehicle demand of the target road section based on the current traffic data and the historical traffic data; based on the future traffic condition, the passenger demand and the vehicle demand, calculating through a particle swarm optimization algorithm to obtain an optimal scheduling scheme of the public transport vehicle; and scheduling the public transport vehicles based on the optimal scheduling scheme. Therefore, by collecting and analyzing the traffic data, the passenger flow and the vehicle running state in real time, the vehicle scheduling plan can be intelligently generated and adjusted, the operation efficiency is improved, the passenger travel experience is optimized, and the operation cost is reduced.
本发明实施例涉及一种公共交通车辆调度方法、装置、电子设备及存储介质,包括:实时采集目标路段的当前交通数据并获取同时间段所述目标路段的历史交通数据;基于所述当前交通数据和历史交通数据预测所述目标路段未来的交通状况、乘客需求和车辆需求;基于所述未来的交通状况、乘客需求和车辆需求通过粒子群优化算法计算得到公共交通车辆的最优调度方案;基于所述最优调度方案对所述公共交通车辆进行调度。由此,通过实时收集并分析交通数据、乘客流量以及车辆运行状态,能够智能地生成和调整车辆调度计划,提高运营效率,优化乘客出行体验,减少运营成本。
Public transport vehicle scheduling method and device, electronic equipment and storage medium
公共交通车辆调度方法、装置、电子设备及存储介质
2024-10-11
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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