# A Fault Diagnosis Framework for Centrifugal Pumps by Scalogram-Based Imaging and Deep Learning

> Research article (IEEE Access, 2021) · cited 60× · AI/ML

**Wikidata**: [openalex:W3154112484](https://www.wikidata.org/wiki/openalex:W3154112484)  
**Source**: https://4ort.xyz/entity/a-fault-diagnosis-framework-for-centrifugal-pumps-by-scalogram-based-imaging-and-deep-learning