# Predictive Maintenance in IoT: Early Fault Detection and Failure Prediction in Industrial Equipment

> Research article (Journal of Intelligent Systems and Internet of Things, 2023) · cited 20× · AI/ML

**Wikidata**: [openalex:W4386811358](https://www.wikidata.org/wiki/openalex:W4386811358)  
**Source**: https://4ort.xyz/entity/predictive-maintenance-in-iot-early-fault-detection-and-failure-prediction-in-industrial-equipment