The invention provides an air-ground patrol resource dynamic scheduling method and system jointly driven by data and a model, and relates to the field of traffic patrol. The method comprises the following steps: acquiring a daily patrol task, an emergency patrol task and a historical traffic event; analyzing and predicting the historical traffic events to obtain a predicted traffic patrol task; taking the daily patrol task, the emergency patrol task and the predicted traffic patrol task as traffic patrol tasks; performing task clustering processing on the traffic patrol tasks to obtain trafficpatrol tasks belonging each traffic teams; allocating the traffic patrol tasks to obtain policeman patrol tasks, police car patrol tasks and unmanned aerial vehicle patrol tasks; analyzing the policeman patrol tasks and the police car patrol tasks in combination with the road network data of a road area to obtain policeman recommended patrol paths and police car recommended patrol paths; and analyzing the unmanned aerial vehicle patrol tasks in combination with road network data of a sky area to obtain unmanned aerial vehicle planned patrol paths. The method improves utilization rate of patrol resources.
本发明提供一种数据和模型联合驱动的空地巡逻资源动态调度方法和系统,涉及交通巡逻领域。包括以下步骤:获取日常巡逻任务、应急巡逻任务和历史交通事件;对历史交通事件进行分析预测,得到预测交通巡逻任务;将日常巡逻任务、应急巡逻任务和预测交通巡逻任务一同作为交通巡逻任务;对交通巡逻任务进行任务聚类处理,得到各个交通大队分属的交通巡逻任务;对交通巡逻任务进行分配,得到警员巡逻任务、警车巡逻任务和无人机巡逻任务;结合路面区域路网数据分析警员巡逻任务和警车巡逻任务,得到警员推荐巡逻路径和警车推荐巡逻路径;结合天空区域路网数据分析无人机巡逻任务,得到无人机规划巡逻路径。本发明提高了巡逻资源的利用率。
Air-ground patrol resource dynamic scheduling method and system jointly driven by data and model
数据和模型联合驱动的空地巡逻资源动态调度方法和系统
2021-02-02
Patent
Elektronische Ressource
Chinesisch
IPC: | G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / G06K Erkennen von Daten , RECOGNITION OF DATA / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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