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Fault Classification for Cooling System of Hydraulic Machinery Using AI. [PDF]
Hydraulic systems are used in all kinds of industries. Mills, manufacturing, robotics, and Ports require the use of Hydraulic Equipment. Many industries prefer to use hydraulic systems due to their numerous advantages over electrical and mechanical ...
Khan HA +5 more
europepmc +2 more sources
Sensor and Component Fault Detection and Diagnosis for Hydraulic Machinery Integrating LSTM Autoencoder Detector and Diagnostic Classifiers. [PDF]
Anomaly occurrences in hydraulic machinery might lead to massive system shut down, jeopardizing the safety of the machinery and its surrounding human operator(s) and environment, and the severe economic implications following the faults and their ...
Mallak A, Fathi M.
europepmc +2 more sources
Design Optimization of Hydraulic Machinery Based on ISIGHT Software: A Review of Methods and Applications [PDF]
Optimizing hydraulic machinery is a critical research area within the field of fluid mechanics, aiming to enhance product design efficiency and improve performance while reducing development time.
Fei Tian +5 more
openalex +2 more sources
The conventional load-sensitive hydraulic drive chassis system for agricultural machinery uses a combination of engine and load-sensitive pump, which cannot adjust the control strategy according to the working conditions.
Hongyun Mu, Yanlei Luo, Yu Luo
openalex +3 more sources
Towards Sustainability in Hydraulic Machinery Manufacturing by 3D Printing [PDF]
Material wear, maintenance costs, performance, efficiency, and corrosion are some of the issues that turbomachinery impellers may encounter. The optimization of impellers through additive manufacturing (AM) has been the focus of extensive research ...
Abel Remache +4 more
openalex +2 more sources
Electro-hydraulic SWOT-analysis on electro-hydraulic drives in construction machinery
This paper discusses the potential of centralized or decentralized electro-hydraulic (EH)-drives in comparison to conventional hydraulic systems. The systems are presented in diagrams covering the major electric and hydraulic components for an exemplary ...
Martin Inderelst +2 more
openalex +3 more sources
Optimization of Hydraulic Machinery Bladings by Multilevel CFD Techniques [PDF]
The numerical design optimization for complex hydraulic machinery bladings requires a high number of design parameters and the use of a precise CFD solver yielding high computational costs.
Susanne Thum, Rudolf Schilling
doaj +2 more sources
Learning Adaptive Controller for Hydraulic Machinery Automation
Nan Fang, Marco Hutter
openalex +3 more sources
We propose a novel, general-purpose framework for cavitation detection in a wide variety of hydraulic machinery by analyzing their acoustic emissions with convolutional neural networks.
Lukas Gaisser +2 more
semanticscholar +1 more source
Research and Design of Cross Flow Water Turbines for Small HPP [PDF]
This paper presents the experience of the Hydroaerodynamics and hydraulic machinery department of the Technical university of Sofia (Bulgaria) in the research and design of cross flow water turbines.
Obretenov Valentin, Tsalov Tsvetan
doaj +1 more source

