Predictive maintenance of pumps in civil infrastructure: State-of-the-art, challenges and future directions
SM Hallaji, Y Fang, BK Winfrey - Automation in Construction, 2022 - Elsevier
Predictive maintenance (PdM) is a technique that employs data-driven analysis to detect
anomalous working conditions and predict future failure risks of assets. Despite wide …
anomalous working conditions and predict future failure risks of assets. Despite wide …
Adaptive decision-level fusion strategy for the fault diagnosis of axial piston pumps using multiple channels of vibration signals
Q Chao, HH Gao, JF Tao, YH Wang, J Zhou… - Science China …, 2022 - Springer
An axial piston pump is a key component that plays the role of the “heart” in hydraulic
systems. The pump failure will lead to an unexpected breakdown of the entire hydraulic …
systems. The pump failure will lead to an unexpected breakdown of the entire hydraulic …
Health evaluation of axial piston pumps based on density weighted support vector data description
Q Chao, Y Shao, C Liu, X Yang - Reliability Engineering & System Safety, 2023 - Elsevier
Axial piston pump is the power source of hydraulic systems and its health evaluation is
crucial for the condition monitoring of hydraulic systems. Previous studies focused on the …
crucial for the condition monitoring of hydraulic systems. Previous studies focused on the …
Research on wear prediction of piston/cylinder pair in axial piston pumps
The piston/cylinder pair is the critical lubricating interface of axial piston pumps. It suffers
from excessive wear, especially under high output pressure. The performance degradation …
from excessive wear, especially under high output pressure. The performance degradation …
Simulation and experimental investigation on low wear rate surface contour of piston/cylinder pair in an axial piston pump
The surface modification technology affects the friction and wear resistance of the
piston/cylinder pair in axial piston pumps. However, in the early operating stages, the …
piston/cylinder pair in axial piston pumps. However, in the early operating stages, the …
Fault diagnosis of axial piston pumps with multi-sensor data and convolutional neural network
Q Chao, H Gao, J Tao, C Liu, Y Wang… - Frontiers of Mechanical …, 2022 - Springer
Axial piston pumps have wide applications in hydraulic systems for power transmission.
Their condition monitoring and fault diagnosis are essential in ensuring the safety and …
Their condition monitoring and fault diagnosis are essential in ensuring the safety and …
A fault diagnosis method for loose slipper failure of piston pump in construction machinery under changing load
H Tang, Z Fu, Y Huang - Applied Acoustics, 2021 - Elsevier
Piston pump is the power source and key component of hydraulic system in construction
machinery. Its working status and service performance directly affect the construction quality …
machinery. Its working status and service performance directly affect the construction quality …
Dynamic modelling of swashplate with local defects in axial piston pump and coupled vibration analysis
P Ying, H Tang, S Ye, Y Ren, J Xiang… - Mechanical Systems and …, 2023 - Elsevier
Local defects in a swashplate usually occur on the contact surfaces between the slipper and
swashplate in an axial piston pump. An in-depth analysis of vibrations of a defective …
swashplate in an axial piston pump. An in-depth analysis of vibrations of a defective …
A single-loop reliability analysis strategy for time-dependent problems with small failure probability
R Cao, Z Sun, J Wang, F Guo - Reliability Engineering & System Safety, 2022 - Elsevier
In recent years, many time-dependent reliability methods have been proposed. However,
these kinds of methods are barely applied in the field of small failure probability events. This …
these kinds of methods are barely applied in the field of small failure probability events. This …
Subsequence time series clustering-based unsupervised approach for anomaly detection of axial piston pumps
Axial piston pump is the key component of a hydraulic system. The reliability of the axial
piston pump influences the reliability of the fluid power system directly. Discharge pressure …
piston pump influences the reliability of the fluid power system directly. Discharge pressure …