Study of hydraulic oil filtration process from solid admixtures using rotating perforated cylinder

V Brazhenko, Y Qiu, I Mochalin, G Zhu, JC Cai… - Journal of the Taiwan …, 2022 - Elsevier
Background Dynamic filtration using a rotating perforated cylinder can provide excellent
cleaning efficiency of liquids from solid admixtures that is closely related to the fluid flow …

Predictive model for the degradation state of a hydraulic system with dimensionality reduction

E Quatrini, F Costantino, C Pocci, M Tronci - Procedia Manufacturing, 2020 - Elsevier
In recent years, the optimization in the use of resources has a key role in achieving a bigger
marginality, reducing the operative costs. Due to the advances in the data science field …

Hybrid intelligent predictive maintenance model for multiclass fault classification

A Buabeng, A Simons, NK Frempong, YY Ziggah - Soft Computing, 2024 - Springer
Data recorded from monitoring the health condition of industrial equipment are often high-
dimensional, nonlinear, nonstationary and characterised by high levels of uncertainty. These …

[PDF][PDF] A comparative study of machine learning regression models for production systems condition monitoring.

D Jankovič, M Šimic, N Herakovič - Advances in Production …, 2024 - apem-journal.org
ABSTRACT ARTICLEINFO This research investigates the benefits of different Machine
Learning (ML) approaches in production systems, with respect to the given use case of …

[PDF][PDF] Investigation on the Modeling and Dynamic Characteristics of a Novel Hydraulic Proportional Valve Driven by a Voice Coil Motor.

M Han, Y Liu, Y Liao, S Wang - Journal of Mechanical …, 2021 - pdfs.semanticscholar.org
As the key control component of the water hydraulic systems, the water hydraulic
proportional valve has a significant influence on the control performance of the systems. Due …

Applying contamination control for improved prognostics and health management of hydraulic systems

M Orošnjak, M Jocanović, V Karanović - Advances in Asset Management …, 2020 - Springer
Contamination control is one of the most critical methodologies in preserving the integrity of
hydraulic systems. Besides contamination controls' contribution in achieving higher …

Maintenance Practice Performance Assessment of Hydraulic Machinery: West Balkan Meta-Statistics and Energy-Based Maintenance Paradigm

M Orošnjak - 2021 5th International Conference on System …, 2021 - ieeexplore.ieee.org
As a consequence of accepting the Green Deal initiative, sustainable maintenance attracted
significant attention. However, observation of low market intelligence and lack of sustainable …

[PDF][PDF] Design and characteristic analysis of miniaturized labyrinth hydraulic reservoir

姚静, 刘翔宇, 李曼迪, 孔德才… - Journal of Mechanical …, 2021 - qikan.cmes.org
Hydraulic reservoir miniaturization is demanding and effective for mobile hydraulic
equipment lightweight. To improve miniaturized hydraulic reservoir purification and …

[PDF][PDF] The Concept of Functional-Productiveness for Modelling Reliability in EnergyBased Maintenance Domain

M OROSNJAK - 2022 - orbilu.uni.lu
The thesis' contextual setting starts by explaining the technological landscape in which
industrial maintenance finds itself in the era of Industry 4.0. The implication of such an idea …

[PDF][PDF] 一种小型化迷宫液压油箱设计与性能分析

姚静, 刘翔宇, 李曼迪, 孔德才, 胡建军 - 机械工程学报, 2022 - qikan.cmes.org
油箱小型化是实现移动液压装备轻量化的迫切需求和有效手段. 为提高小型化液压油箱除杂,
除气和稳流的基本性能, 给出一种小型化迷宫液压油箱结构并结合欧拉-欧拉模型和欧拉 …