Data preprocessing techniques in convolutional neural network based on fault diagnosis towards rotating machinery
S Tang, S Yuan, Y Zhu - IEEE Access, 2020 - ieeexplore.ieee.org
Rotating machinery plays a critical role in many significant fields. However, the
unpredictable machinery faults may lead to the severe damage and losses. Hence, it is of …
unpredictable machinery faults may lead to the severe damage and losses. Hence, it is of …
Research and development of electro-hydraulic control valves oriented to industry 4.0: a review
B Xu, J Shen, S Liu, Q Su, J Zhang - Chinese Journal of Mechanical …, 2020 - Springer
Electro-hydraulic control valves are key hydraulic components for industrial applications and
aerospace, which controls electro-hydraulic motion. With the development of automation …
aerospace, which controls electro-hydraulic motion. With the development of automation …
A fault diagnosis scheme for rotating machinery using hierarchical symbolic analysis and convolutional neural network
Y Yang, H Zheng, Y Li, M Xu, Y Chen - ISA transactions, 2019 - Elsevier
Fault diagnosis of rotating machinery is crucial to improve safety, enhance reliability and
reduce maintenance cost. The manual feature extraction and selection of traditional fault …
reduce maintenance cost. The manual feature extraction and selection of traditional fault …
Active fault-tolerant control for electro-hydraulic systems with an independent metering valve against valve faults
Aiming at the tough requirements for safety and maintainability in mobile hydraulic systems,
in this article, an active fault-tolerant control (FTC) system is proposed against the valve …
in this article, an active fault-tolerant control (FTC) system is proposed against the valve …
Time–frequency analysis for bearing fault diagnosis using multiple Q-factor Gabor wavelets
X Zhang, Z Liu, J Wang, J Wang - ISA transactions, 2019 - Elsevier
Rolling element bearings are key and also vulnerable machine elements in rotating
machinery. Fault diagnosis of rolling element bearings is significant for guaranteeing …
machinery. Fault diagnosis of rolling element bearings is significant for guaranteeing …
Looking beyond energy efficiency: An applied review of water desalination technologies and an introduction to capillary-driven desalination
Most notable emerging water desalination technologies and related publications, as
examined by the authors, investigate opportunities to increase energy efficiency of the …
examined by the authors, investigate opportunities to increase energy efficiency of the …
Early detection and classification of internal leakage in boom actuator of mobile hydraulic machines using SVM
Mobile hydraulic machines are used in various operations like construction, material
handling and mining. High powers to weight ratio and manoeuvrability in rough terrains are …
handling and mining. High powers to weight ratio and manoeuvrability in rough terrains are …
Fault diagnosis of electrohydraulic actuator based on multiple source signals: An experimental investigation
As a comparatively complicated and compact system with fast response, accurate control
precision and high load-bearing capacity, electrohydraulic actuator (EHA) is generally …
precision and high load-bearing capacity, electrohydraulic actuator (EHA) is generally …
A review of valve health diagnosis and assessment: Insights for intelligence maintenance of natural gas pipeline valves in China
S Zhang, M Luo, H Qian, L Liu, H Yang, Y Zhang… - Engineering Failure …, 2023 - Elsevier
Valves, susceptible to malfunctions in natural gas transmission control, play a critical role
and require vigilant maintenance within pipeline companies. Despite traditional preventive …
and require vigilant maintenance within pipeline companies. Despite traditional preventive …
Actuator fault-tolerant control for an electro-hydraulic actuator using time delay estimation and feedback linearization
This article proposes a novel fault-tolerant controller for a double-rod electro-hydraulic
actuator whilst the motion control system faces with system disturbances/uncertainties and …
actuator whilst the motion control system faces with system disturbances/uncertainties and …