# Modeling of Predictive Maintenance Systems for Laser-Welders in Continuous Galvanizing Lines Based on Machine Learning with Welder Control Data

> Research article (Sustainability, 2023) · cited 12× · AI/ML

**Wikidata**: [openalex:W4375862235](https://www.wikidata.org/wiki/openalex:W4375862235)  
**Source**: https://4ort.xyz/entity/modeling-of-predictive-maintenance-systems-for-laser-welders-in-continuous-galvanizing-lines-based-on-machine-learning-w