# Forecasting Appliances Failures: A Machine-Learning Approach to Predictive Maintenance

> Research article (Information, 2020) · cited 51× · AI/ML

**Wikidata**: [openalex:W3016312811](https://www.wikidata.org/wiki/openalex:W3016312811)  
**Source**: https://4ort.xyz/entity/forecasting-appliances-failures-a-machine-learning-approach-to-predictive-maintenance