Design of Anomaly Detection System for Power Transmission and Distribution Lines Based on 5G Communication
Propose a 5G based power transmission and distribution line anomaly detection system to improve the intelligence level of line anomaly monitoring.The system combines various devices such as distributed fiber optic vibration sensors,micro weather stations,and high-definition cameras,and transmits and integrates data through a high-speed,low latency 5G network for analysis.By using convolutional neural networks and wavelet transform algorithms to process multimodal data,accurate detection and rapid localization of multiple types of faults such as icing and metal corrosion have been achieved.The experimental results show that the system has high detection rate,low false alarm rate,and fast response capability,which can effectively ensure the safe and stable operation of the power grid.
5Gpower transmission and distributionabnormal detection
NETL
NSTL
万方数据
