# Towards automatic anomaly detection and diagnosis in positional arc-directed energy deposition based on deep learning

> Research article (Journal of Manufacturing Systems, 2025) · cited 25× · AI/ML

**Wikidata**: [openalex:W4405995055](https://www.wikidata.org/wiki/openalex:W4405995055)  
**Source**: https://4ort.xyz/entity/towards-automatic-anomaly-detection-and-diagnosis-in-positional-arc-directed-energy-deposition-based-on-deep-learning