# DC series arc diagnosis based on deep-learning algorithm with frequency-domain characteristics

> Research article (Journal of Power Electronics, 2021) · cited 13× · AI/ML

**Wikidata**: [openalex:W3212467897](https://www.wikidata.org/wiki/openalex:W3212467897)  
**Source**: https://4ort.xyz/entity/dc-series-arc-diagnosis-based-on-deep-learning-algorithm-with-frequency-domain-characteristics