Research on the State Monitoring Technology of Relay Protection for Offshore Wind Power AC Transmission Lines Based on CNN
In order to enhance the reliability of offshore wind farms,this paper deeply explores the state monitoring tech-nology of relay protection for offshore wind power AC transmission lines based on Convolutional Neural Networks(CNN).The technology collects multidimensional operational data of relay protection equipment in real time,constructs a multi-view dataset,and designs a CNN model that integrates multi-view features to assess the health status of relay protection equipment.Compared with traditional single-view methods,multi-view CNN can more comprehensively explore the intrin-sic correlations of equipment operation status,improving the accuracy of status assessment.