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.
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