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

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

Since the hydraulic axial piston pump is the engine that drives hydraulic transmission systems, it is widely utilized in aerospace, marine equipment, civil engineering, and mechanical engineering. Operating safely and dependably is crucial, and failure poses a major risk. Hydraulic axial piston pump...

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Bibliographic Details
Main Authors: Yong Zhu, Hong Su, Shengnan Tang, Shida Zhang, Tao Zhou, Jie Wang
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Journal of Marine Science and Engineering
Subjects:
hydraulic axial piston pump
fault diagnosis
damage identification
date analysis
state evaluation
health monitoring
Online Access:https://www.mdpi.com/2077-1312/11/3/594

Internet

https://www.mdpi.com/2077-1312/11/3/594

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