The invention discloses a mobile monitoring and early warning method and system based on expressway operation safety, which are used in the field of monitoring and early warning, and the mobile monitoring and early warning method comprises the following steps: collecting operation data of an expressway in real time by using a pre-deployed mobile monitoring unit; analyzing the operation data by using the operation data analysis model; evaluating the security risk by using a random forest algorithm; and according to a risk assessment result, generating early warning information, and starting a preset emergency response mechanism. According to the method, the current safety risk can be identified, and risk points possibly appearing in the future can be analyzed and predicted through historical data, so that preparation is made in advance, the capability of dealing with emergencies is enhanced, and the method is of great importance for improving the overall safety level of the expressway.
本发明公开了一种基于高速公路运营安全的移动监控预警方法及系统,用于监控预警领域,该移动监控预警方法包括以下步骤:利用预先部署的移动监控单元实时采集高速公路的运营数据;利用运营数据分析模型分析运营数据;利用随机森林算法对安全风险进行评估;根据风险评估结果,生成预警信息,并启动预先设定的应急响应机制。本发明不仅能够识别当前的安全风险,还能通过历史数据分析预测未来可能出现的风险点,从而提前做好准备,增强应对突发事件的能力,对于提高高速公路的整体安全水平至关重要。
Mobile monitoring early warning method and system based on expressway operation safety
一种基于高速公路运营安全的移动监控预警方法及系统
2025-03-28
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / 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 / G06V / G08B SIGNALLING OR CALLING SYSTEMS , Signalisier- oder Rufsysteme |
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