# Research on transformer fault diagnosis based on ISOMAP and IChOA‐LSSVM

> Research article (IET Electric Power Applications, 2023) · cited 13× · AI/ML

**Wikidata**: [openalex:W4319444972](https://www.wikidata.org/wiki/openalex:W4319444972)  
**Source**: https://4ort.xyz/entity/research-on-transformer-fault-diagnosis-based-on-isomap-and-ichoalssvm