# Early event detection in a deep-learning driven quality prediction model for ultrasonic welding

> Research article (Journal of Manufacturing Systems, 2021) · cited 57× · AI/ML

**Wikidata**: [openalex:W3176698025](https://www.wikidata.org/wiki/openalex:W3176698025)  
**Source**: https://4ort.xyz/entity/early-event-detection-in-a-deep-learning-driven-quality-prediction-model-for-ultrasonic-welding