# A Transformer Fault Diagnosis Model Based on Chemical Reaction Optimization and Twin Support Vector Machine

> Research article (Energies, 2019) · cited 37× · AI/ML

**Wikidata**: [openalex:W2921117875](https://www.wikidata.org/wiki/openalex:W2921117875)  
**Source**: https://4ort.xyz/entity/a-transformer-fault-diagnosis-model-based-on-chemical-reaction-optimization-and-twin-support-vector-machine