# Machine learning based fault-oriented predictive maintenance in industry 4.0

> Research article (International Journal of Systems Assurance Engineering and Management, 2022) · cited 19× · AI/ML

**Wikidata**: [openalex:W4297513758](https://www.wikidata.org/wiki/openalex:W4297513758)  
**Source**: https://4ort.xyz/entity/machine-learning-based-fault-oriented-predictive-maintenance-in-industry-4-0