# Data-driven Analysis of Product State Propagation in Manufacturing Systems Using Visual Analytics and Machine Learning

> Research article (Procedia CIRP, 2020) · cited 22× · AI/ML

**Wikidata**: [openalex:W3088204574](https://www.wikidata.org/wiki/openalex:W3088204574)  
**Source**: https://4ort.xyz/entity/data-driven-analysis-of-product-state-propagation-in-manufacturing-systems-using-visual-analytics-and-machine-learning