无线传感网和神经网络的民用火药贮存在线监测系统

Civil Powder Storage Online Monitor System Based on Wireless Sensor Network and Neural Network

针对目前绝大多数火药仓库的温度、湿度控制由于采用人工操作导致对温湿度不能实时精确监控从而导致火药失效的问题,设计了一种基于无线传感网和神经网络的火药贮存在线监测系统。该系统将无线传感网络终端节点实时收集到环境温度和水分信息传给神经网络控制器,根据神经网络控制模型实时调节火药贮存温湿度控制设备的各个参数,实现对火药贮存环境温湿度的自动化和实时精确控制,提高火药贮存的可靠性和经济效益。

The temperature and humidity of the vast majority of the ammunition storages is controlled manually,which causes accurate real-time monitoring of the temperature and humidity and even the ammunition failure. So,a type of the ammunition storage online monitor system based on wireless sensor network and neural network is designed. The system collects the information of realtime temperature and humidity from the terminal nodes of the wireless sensor network and transmits it to the neural network controller,and then adjusts the various parameters of the temperature and humidit control devices in real -time according to the control model of neural network. It can realize the automation and precise control of the temperature and humidity of the environment in real time,improve reliability and economic benefit of the ammunition storage.