# A Novel Method to Identification Type, Location, and Extent of Transformer Winding Faults Based on FRA and SMOTE-SVM

> Research article (Russian Journal of Nondestructive Testing, 2022) · cited 11× · AI/ML

**Wikidata**: [openalex:W4294955571](https://www.wikidata.org/wiki/openalex:W4294955571)  
**Source**: https://4ort.xyz/entity/a-novel-method-to-identification-type-location-and-extent-of-transformer-winding-faults-based-on-fra-and-smote-svm