# Application of unsupervised learning methods based on video data for real-time anomaly detection in wire arc additive manufacturing

> Research article (Journal of Manufacturing Processes, 2025) · cited 78× · AI/ML

**Wikidata**: [openalex:W4409269901](https://www.wikidata.org/wiki/openalex:W4409269901)  
**Source**: https://4ort.xyz/entity/application-of-unsupervised-learning-methods-based-on-video-data-for-real-time-anomaly-detection-in-wire-arc-additive-ma