The invention provides a freight carriage fire prevention and control method and device, a product, equipment and a medium, and belongs to the technical field of fire safety. The method comprises the steps that an environment parameter set in at least one freight carriage in a rail train is collected; inputting the environment parameter group into a fire risk probability prediction model to obtain an output posterior probability that the freight carriage has the fire risk; based on the posterior probability and the environmental parameter group, generating fire alarm information of the freight carriage; and taking fire prevention and control measures based on the fire alarm information. According to the freight carriage fire prevention and control method provided by the invention, the posterior probability of the fire risk is accurately predicted, efficient fire risk early warning is realized, the fire alarm information of the freight carriage is further generated based on the posterior probability and the environmental parameter group, and fire prevention and control measures are taken, so that the safety of the freight carriage is improved. And the automation level of fire prevention and control in the rail train freight carriage is improved, so that the fire detection capability and the emergency treatment capability of the rail train freight carriage are improved.
本发明提供一种货运车厢火灾防控方法、装置、产品、设备及介质,属于消防安全技术领域,方法包括:采集轨道列车中至少一个货运车厢内的环境参数组;将环境参数组输入至火灾风险概率预测模型,得到输出的货运车厢存在火灾风险的后验概率;基于后验概率和环境参数组,生成货运车厢的火灾警报信息;基于火灾警报信息,采取火灾防控措施。本发明提供的货运车厢火灾防控方法,精确预测出存在火灾风险的后验概率,实现了高效的火灾风险预警,进一步基于后验概率和环境参数组,生成货运车厢的火灾警报信息,并采取火灾防控措施,提高轨道列车货运车厢内火灾防控的自动化水平,从而提高了轨道列车货运车厢的火灾检测能力和紧急处理能力。
Freight carriage fire prevention and control method, device, product, equipment and medium
货运车厢火灾防控方法、装置、产品、设备及介质
2024-09-10
Patent
Electronic Resource
Chinese
IPC: | G08B SIGNALLING OR CALLING SYSTEMS , Signalisier- oder Rufsysteme / A62C FIRE-FIGHTING , Feuerbekämpfung / B61K Andere Hilfseinrichtungen für Eisenbahnen , OTHER AUXILIARY EQUIPMENT FOR RAILWAYS / B61L Leiten des Eisenbahnverkehrs , GUIDING RAILWAY TRAFFIC / 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 |
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