a video monitoring system for the status of hydroelectric power plant units is designed based on spatiotemporal self cod-ing network,effectively monitoring the status of hydroelectric power plant units and achieving unit management.Collect status videos and images of hydroelectric power plant units through digital cameras in the data acquisition module,and use digital temperature and humidity sensors to collect temperature and humidity data;Transmit all collected data to the wireless communication module,which integrates multiple communication methods and is based on the Modbus communication protocol to send the collected data to the intel-ligent diagnostic module;In the intelligent diagnosis module,a spatiotemporal convolutional self coding network is used to perform spatiotemporal block processing on the video monitoring-data of the unit status.After training,the reconstruction error is obtained,and based on the rule score of the reconstruction error,the unit status is judged to achieve unit status monitoring,and the unit status monitoring results are sent to the application module;The application module can view the monitoring data of the hydroelectric power station unit status on the terminal device,achieving the monitoring of the hydroelectric power station unit status.The experimental re-sults show that the communication rate of the system remains stable at different temperatures;The use of spatiotemporal self coding networks can accurately monitor the status of hydroelectric power plant units;The system design interface is clear and concise,and the functions are complete.The operation and maintenance management personnel of the hydropower station can query the real-time video monitoring data of the hydropower station unit status on the client,achieving the management of the hydropower station unit.
关键词
时空自编码网络/水力发电站/机组状态/视频监控系统/数据采集/无线通信
Key words
spatiotemporal self coding network/hydroelectric power stations/unit status/video monitoring system/data collec-tion/wireless communication
维普
万方数据