Application of Fault Diagnosis of Seawater Hydraulic Pump Based on Transfer Learning
The working environment of seawater axial piston hydraulic pump is harsh, and it is difficult to diagnose due to insufficient fault database. In contrast, pumps of the same type but using hydraulic oil have an adequate fault database and are easy to diagnose. In view of the above situation, a fault...
Saved in:
| Main Authors: | Yang Miao, Yuncheng Jiang, Jinfeng Huang, Xiaojun Zhang, Lei Han |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2020-01-01
|
| Series: | Shock and Vibration |
| Online Access: | http://dx.doi.org/10.1155/2020/9630986 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Fault diagnosis methods for imbalanced samples of hydraulic pumps based on DA-DCGAN
by: Yang Zhao, et al.
Published: (2025-07-01) -
Hydraulic Pump Fault Diagnosis Method Based on EWT Decomposition Denoising and Deep Learning on Cloud Platform
by: Wanlu Jiang, et al.
Published: (2021-01-01) -
Semi-Supervised Fault Diagnosis Method for Hydraulic Pumps Based on Data Augmentation Consistency Regularization
by: Siyuan Liu, et al.
Published: (2025-06-01) -
Fault Diagnosis of Hydraulic Pumps Using PSO-VMD and Refined Composite Multiscale Fluctuation Dispersion Entropy
by: Fuming Zhou, et al.
Published: (2020-01-01) -
Fault Diagnosis of a Hydraulic Pump Based on the CEEMD-STFT Time-Frequency Entropy Method and Multiclass SVM Classifier
by: Wanlin Zhao, et al.
Published: (2016-01-01)