# Research on Transformer Partial Discharge UHF Pattern Recognition Based on Cnn-lstm

> Research article (Energies, 2019) · cited 49× · AI/ML

**Wikidata**: [openalex:W2994928058](https://www.wikidata.org/wiki/openalex:W2994928058)  
**Source**: https://4ort.xyz/entity/research-on-transformer-partial-discharge-uhf-pattern-recognition-based-on-cnn-lstm