# Early fault diagnosis in rolling element bearings: comparative analysis of a knowledge-based and a data-driven approach

> Research article (Journal of Intelligent Manufacturing, 2023) · cited 48× · AI/ML

**Wikidata**: [openalex:W4380991227](https://www.wikidata.org/wiki/openalex:W4380991227)  
**Source**: https://4ort.xyz/entity/early-fault-diagnosis-in-rolling-element-bearings-comparative-analysis-of-a-knowledge-based-and-a-data-driven-approach