# A data-driven method for IGBT open-circuit fault diagnosis for the modular multilevel converter based on a modified Elman neural network

> Research article (Energy Reports, 2022) · cited 16× · AI/ML

**Wikidata**: [openalex:W4292406125](https://www.wikidata.org/wiki/openalex:W4292406125)  
**Source**: https://4ort.xyz/entity/a-data-driven-method-for-igbt-open-circuit-fault-diagnosis-for-the-modular-multilevel-converter-based-on-a-modified-elma