Intelligent fault diagnosis of hydraulic piston pump based on deep learning and Bayesian optimization

S Tang, Y Zhu, S Yuan - ISA transactions, 2022 - Elsevier
Hydraulic axial piston pump is broadly-used in aerospace, ocean engineering and
construction machinery since it is the vital component of fluid power systems. In the light of …

A novel adaptive convolutional neural network for fault diagnosis of hydraulic piston pump with acoustic images

S Tang, Y Zhu, S Yuan - Advanced Engineering Informatics, 2022 - Elsevier
As an essential part of hydraulic transmission systems, hydraulic piston pumps have a
significant role in many state-of-the-art industries. Thus, it is important to implement accurate …

[HTML][HTML] Review of cylinder block/valve plate interface in axial piston pumps: Theoretical models, experimental investigations, and optimal design

Z Jiang'ao, FU Yongling, MA Jiming, FU Jian… - Chinese Journal of …, 2021 - Elsevier
Axial piston pumps have been widely used in aircraft hydraulic systems to supply the system
with pressurized fluid. The continuous improvement of the aircraft performance has put …

Method using L-kurtosis and enhanced clustering-based segmentation to detect faults in axial piston pumps

Q Gao, J Xiang, S Hou, H Tang, Y Zhong… - Mechanical Systems and …, 2021 - Elsevier
An axial piston pump is a key component in hydraulic systems and has been widely used in
industries. Failure of this component will result in costly downtime and serious accidents …

An integrated deep learning method towards fault diagnosis of hydraulic axial piston pump

S Tang, S Yuan, Y Zhu, G Li - Sensors, 2020 - mdpi.com
A hydraulic axial piston pump is the essential component of a hydraulic transmission system
and plays a key role in modern industry. Considering varying working conditions and the …

Automatic optimization of one-dimensional CNN architecture for fault diagnosis of a hydraulic piston pump using genetic algorithm

OEM Ugli, KH Lee, CH Lee - IEEE Access, 2023 - ieeexplore.ieee.org
A hydraulic piston pump is an essential component of a hydraulic transmission system and
is extensively used in contemporary industrial settings. Therefore, fault diagnosis of piston …

A Walsh transform-based Teager energy operator demodulation method to detect faults in axial piston pumps

Q Gao, H Tang, J Xiang, Y Zhong, S Ye, J Pang - Measurement, 2019 - Elsevier
Vibration signals carry a great deal of information that represents the health conditions of
axial piston pumps. However, in the working conditions, the vibration signals of the axial …

A time-varying reliability-based robust design method considering overall efficiency of axial piston pump

Z Du, Y Zhang - Proceedings of the Institution of Mechanical …, 2022 - journals.sagepub.com
Axial piston pumps (APPs) are the core energy conversion components in a hydraulic
transmission system. Energy conversion efficiency is critically important for the performance …

Study on the characteristics of oil film load capacity for axial piston pump

Z Wang, S Hu, H Ji, Z Wang, W Liang - Australian journal of …, 2020 - Taylor & Francis
The oil film between the cylinder block and valve plate represents one of the most critical
designs in the rotating kit of an axial piston pump. The finite difference and relaxation …

[PDF][PDF] 基于增强聚类分割与L-峭度的Teager 能量算子解调诊断轴向柱塞泵故障

高强, 向家伟, 汤何胜 - 机械工程学报, 2018 - qikan.cmes.org
振动信号中的周期性脉冲对于轴向柱塞泵故障诊断具有重要意义, 但在工作状态下,
轴向柱塞泵的振动信号经常会受到背景噪声和柱塞往复运动引起的自然周期性脉冲的污染 …