# Predictive maintenance in pharmaceutical manufacturing lines using deep transformers

> Research article (Procedia Computer Science, 2023) · cited 24× · AI/ML

**Wikidata**: [openalex:W4366112276](https://www.wikidata.org/wiki/openalex:W4366112276)  
**Source**: https://4ort.xyz/entity/predictive-maintenance-in-pharmaceutical-manufacturing-lines-using-deep-transformers