# Real-time laser keyhole welding penetration state monitoring based on adaptive fusion images using convolutional neural networks

> Research article (Journal of Intelligent Manufacturing, 2021) · cited 56× · AI/ML

**Wikidata**: [openalex:W3207402087](https://www.wikidata.org/wiki/openalex:W3207402087)  
**Source**: https://4ort.xyz/entity/real-time-laser-keyhole-welding-penetration-state-monitoring-based-on-adaptive-fusion-images-using-convolutional-neural-