This paper systematically summarizes the relevant methods from the two aspects of fault diagnosis and health management.
Current Status and Applications for Hydraulic Pump Fault Diagnosis: A Review ... fault prediction; health status monitoring; hydraulic pump ...
Dec 12, 2022 · The proposed method can automatically complete fault classification and represents a higher accuracy by experimental verification. Typical ...
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Fault diagnosis method based on multiple signals. Current Status and Applications for Hydraulic Pump Fault Diagnosis: A Review. Article. Full-text available.
The diagnostic results show that the fault diagnosis model established by the method has higher accuracy and convergence ability in hydraulic pump data ...
Aug 17, 2023 · This work provides a reference for developing intelligent, efficient, and accurate fault recognition methods for HPPs.
Yang, Y., Ding, L., Xiao, J., Fang, G., and Li, J. (2022). Current status and applications for hydraulic pump fault diagnosis: A Review. Sensors, 22.
A fault diagnosis method for seawater hydraulic pump based on transfer learning is proposed. The method uses CEEMD and SVD for data feature extraction.
Jul 7, 2024 · This study proposes a new approach for hydraulic fault diagnosis that leverages 2D temporal modeling and attention mechanisms for decoupling compound faults.
May 26, 2021 · In this paper, the instantaneous angular speed (IAS) signal obtained by the equal-angle measurement is studied to diagnose pump faults under non-stationary ...