# Quality monitoring in wire-arc additive manufacturing based on cooperative awareness of spectrum and vision

> Research article (Optik, 2018) · cited 44× · AI/ML

**Wikidata**: [openalex:W2904834996](https://www.wikidata.org/wiki/openalex:W2904834996)  
**Source**: https://4ort.xyz/entity/quality-monitoring-in-wire-arc-additive-manufacturing-based-on-cooperative-awareness-of-spectrum-and-vision