# Hybrid Deep Learning Model for Fault Diagnosis in Centrifugal Pumps: A Comparative Study of VGG16, ResNet50, and Wavelet Coherence Analysis

> Research article (Machines, 2024) · cited 28× · AI/ML

**Wikidata**: [openalex:W4405236365](https://www.wikidata.org/wiki/openalex:W4405236365)  
**Source**: https://4ort.xyz/entity/hybrid-deep-learning-model-for-fault-diagnosis-in-centrifugal-pumps-a-comparative-study-of-vgg16-resnet50-and-wavelet-co