# Robot-Based Automation for Upper and Sole Manufacturing in Shoe Production

> Research article (Machines, 2022) · cited 16× · AI/ML

**Wikidata**: [openalex:W4226155484](https://www.wikidata.org/wiki/openalex:W4226155484)  
**Source**: https://4ort.xyz/entity/robot-based-automation-for-upper-and-sole-manufacturing-in-shoe-production