# Data-driven anomaly detection and diagnostics for changeover processes in biopharmaceutical drug product manufacturing

> Research article (Process Safety and Environmental Protection, 2021) · cited 26× · AI/ML

**Wikidata**: [openalex:W3120501244](https://www.wikidata.org/wiki/openalex:W3120501244)  
**Source**: https://4ort.xyz/entity/data-driven-anomaly-detection-and-diagnostics-for-changeover-processes-in-biopharmaceutical-drug-product-manufacturing