The invention relates to the technical field of emergency response, in particular to a shelter ambulance emergency response system which comprises a resource scheduling module, a route optimization module, a traffic data analysis module, an ambulance state monitoring module, an emergency response decision module and a system feedback module. And analyzing the resource geographic position and the traffic condition, and evaluating the optimal path between the current positions of the ambulance and the medical personnel and the target location. According to the invention, the introduction of the deep Q network not only enhances the ability to understand a complex traffic environment, but also optimizes the route selection of the ambulance, ensures the quick response in an emergency, and the use of the branch and limit algorithm further improves the decision efficiency and accuracy, can select an optimal scheme from a plurality of routes in a short time, and improves the reliability of the ambulance. Especially in the case of sudden traffic, adjustment can be quickly made, so that the emergency response efficiency is improved, and the time for the patient to wait for treatment is shortened.
本发明涉及紧急响应技术领域,具体为方舱救护车紧急响应系统,系统包括资源调度模块、路线优化模块、交通数据分析模块、救护车状态监控模块、紧急响应决策模块、系统反馈模块,资源调度模块基于救护任务紧急程度、距离和救护车资源,分析资源地理位置与交通状况,评估救护车和医疗人员的当前位置与目标地点间最优路径。本发明,深度Q网络的引入不仅增强了对复杂交通环境的理解能力,还优化了救护车的路线选择,确保了在紧急情况下的快速响应,分支限界算法的使用进一步提高了决策的效率和准确性,能够在短时间内从多个路线中选择最优方案,特别是在面对突发交通情况时,能快速作出调整,提高了紧急响应的效率,减少了患者等待救治的时间。
Emergency response system of shelter ambulance
方舱救护车紧急响应系统
2024-08-06
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |