# Operation State Identification Method for Converter Transformers Based on Vibration Detection Technology and Deep Belief Network Optimization Algorithm

> Research article (Actuators, 2021) · cited 26× · AI/ML

**Wikidata**: [openalex:W3135681771](https://www.wikidata.org/wiki/openalex:W3135681771)  
**Source**: https://4ort.xyz/entity/operation-state-identification-method-for-converter-transformers-based-on-vibration-detection-technology-and-deep-belief