# A Novel Fault Diagnosis Method Based on SWT and VGG-LSTM Model for Hydraulic Axial Piston Pump

> Research article (Journal of Marine Science and Engineering, 2023) · cited 39× · AI/ML

**Wikidata**: [openalex:W4324055439](https://www.wikidata.org/wiki/openalex:W4324055439)  
**Source**: https://4ort.xyz/entity/a-novel-fault-diagnosis-method-based-on-swt-and-vgg-lstm-model-for-hydraulic-axial-piston-pump