# A novel power transformer fault diagnosis method based on data augmentation for KPCA and deep residual network

> Research article (Energy Reports, 2023) · cited 26× · AI/ML

**Wikidata**: [openalex:W4367400430](https://www.wikidata.org/wiki/openalex:W4367400430)  
**Source**: https://4ort.xyz/entity/a-novel-power-transformer-fault-diagnosis-method-based-on-data-augmentation-for-kpca-and-deep-residual-network