随着电力系统规模扩大和复杂度提高,传统有线监控方式难以满足需求.基于此,设计一种融合远距离无线电(Long Range Radio,LoRa)技术的电力设备无线监控系统,包括现场感知、数据传输、远程监控 3 个模块.系统采用多传感器融合、边缘计算、机器学习等技术,智能化监控电力设备.通过实验验证,该系统在可靠性、能耗、抗干扰性以及部署成本等方面均优于传统有线系统,为电力设备监控提供了新的解决方案,具有广阔的应用前景.
Design of Wireless Monitoring System for Power Equipment Integrated with LoRa Technology
With the expansion and complexity of power system,the traditional wired monitoring method is difficult to meet the demand.Based on this,a wireless monitoring system for power equipment is designed,which integrates Long Range Radio(LoRa)technology,including three modules:field perception,data transmission and remote monitoring.The system adopts multi-sensor fusion,edge calculation,machine learning and other technologies to realize intelligent monitoring of power equipment.The experimental results show that the system is superior to the traditional wired system in reliability,energy consumption,anti-interference and deployment cost,which provides a new solution for power equipment monitoring and has broad application prospects.
Long Range Radio(LoRa)technologyelectric power equipmentwireless monitoring
万方数据
维普
