# A novel integration framework for degradation-state prediction via transformer model with autonomous optimizing mechanism

> Research article (Journal of Manufacturing Systems, 2022) · cited 23× · AI/ML

**Wikidata**: [openalex:W4284889989](https://www.wikidata.org/wiki/openalex:W4284889989)  
**Source**: https://4ort.xyz/entity/a-novel-integration-framework-for-degradation-state-prediction-via-transformer-model-with-autonomous-optimizing-mechanis