# A component diagnostic and prognostic framework for pump bearings based on deep learning with data augmentation

> Research article (Reliability Engineering & System Safety, 2024) · cited 27× · AI/ML

**Wikidata**: [openalex:W4393902231](https://www.wikidata.org/wiki/openalex:W4393902231)  
**Source**: https://4ort.xyz/entity/a-component-diagnostic-and-prognostic-framework-for-pump-bearings-based-on-deep-learning-with-data-augmentation