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Design and Application of Toxic and Harmful Gas Monitoring System in Fire Fighting

机译：灭火中毒有害气体监测系统的设计与应用

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In recent years, fire accidents in petrochemical plant areas and dangerous goods storage ports in China have shown a trend of frequent occurrence. Toxic and harmful gases are diffused in the scenes of these accidents, which causes great difficulties for fire fighting and rescue operations of fire fighting forces, and consequently, casualties of firefighters often occur. In order to ensure the safety of firefighters in such places, this paper designs a monitoring system of toxic and harmful gases specially used in fire fighting and rescue sites of fire forces, and establishes the transmission network, monitoring terminal and data processing software of the monitoring system of toxic and harmful gases, establishing the danger model of the monitoring area of toxic and harmful gas-monitoring terminal, and the danger model of fire fighters' working area, fusing the field toxic and harmful gas data, terminal positioning data, and field environmental data, designing the data structure of the input data set and the network structure of the RNN cyclic neural network model, and realizing the dynamic early warning of toxic and harmful gases on site.
机译：近年来，中国石化厂区的火灾事故和中国的危险品储存港口显示出频繁发生的趋势。毒性和有害气体在这些事故的场景中扩散，这对消防力量的消防和救援行动引起了巨大困难，因此，经常发生消防员的伤亡。为了确保消防员的安全性在这些地区，本文设计了专门用于火力救援站点的毒性和有害气体的监测系统，并建立了监控的传输网络，监控终端和数据处理软件毒性和有害气体系统，建立毒性和有害气体监测终端的监测区域的危险模型，以及消防员工作区的危险模型，融合了田间有毒和有害的气体数据，终端定位数据和场环境数据，设计输入数据集的数据结构和RNN循环神经网络模型的网络结构，并实现现场有毒和有害气体的动态预警。

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