# Deep Learning for Enhanced Fault Diagnosis of Monoblock Centrifugal Pumps: Spectrogram-Based Analysis

> Research article (Machines, 2023) · cited 57× · AI/ML

**Wikidata**: [openalex:W4386332383](https://www.wikidata.org/wiki/openalex:W4386332383)  
**Source**: https://4ort.xyz/entity/deep-learning-for-enhanced-fault-diagnosis-of-monoblock-centrifugal-pumps-spectrogram-based-analysis