A novel method for intelligent operation and maintenance of transformers using deep visual large mod...
A novel method for intelligent operation and maintenance of transformers using deep visual large model DETR + X and digital twin
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Publisher
London: Nature Publishing Group UK
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Language
English
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London: Nature Publishing Group UK
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To achieve real-time monitoring and intelligent maintenance of transformers, a framework based on deep vision and digital twin has been developed. An enhanced visual detection model, DETR + X, is proposed, implementing multidimensional sample data augmentation through Swin2SR and GAN networks. This model converts one-dimensional DGA data into three...
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A novel method for intelligent operation and maintenance of transformers using deep visual large model DETR + X and digital twin
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TN_cdi_doaj_primary_oai_doaj_org_article_495588aae7e543f0a1d950b88992cabc
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_495588aae7e543f0a1d950b88992cabc
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ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-024-83561-7
