# Application of SVM and KNN to Duval Pentagon 1 for transformer oil diagnosis

> Research article (IEEE Transactions on Dielectrics and Electrical Insulation, 2017) · cited 95× · AI/ML

**Wikidata**: [openalex:W2792282766](https://www.wikidata.org/wiki/openalex:W2792282766)  
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