# Parallel 2-DoF manipulator for wall-cleaning applications

> Research article (Automation in Construction, 2019) · cited 16× · AI/ML

**Wikidata**: [openalex:W2913171817](https://www.wikidata.org/wiki/openalex:W2913171817)  
**Source**: https://4ort.xyz/entity/parallel-2-dof-manipulator-for-wall-cleaning-applications
