# Transformer Winding Fault Diagnosis Using Vibration Image and Deep Learning

> Research article (IEEE Transactions on Power Delivery, 2020) · cited 121× · AI/ML

**Wikidata**: [openalex:W3017520968](https://www.wikidata.org/wiki/openalex:W3017520968)  
**Source**: https://4ort.xyz/entity/transformer-winding-fault-diagnosis-using-vibration-image-and-deep-learning