Numerical micro-texture optimization for lubricated contacts—A critical discussion
Despite numerous experimental and theoretical studies reported in the literature, surface
micro-texturing to control friction and wear in lubricated tribo-contacts is still in the trial-and …
micro-texturing to control friction and wear in lubricated tribo-contacts is still in the trial-and …
Generative design of texture for sliding surface based on machine learning
B Zhu, W Zhang, W Zhang, H Li - Tribology International, 2023 - Elsevier
Textured surface is of fundamental and practical importance in numerous emerging
applications due to its beneficial effects on the tribological performance. In this work, a …
applications due to its beneficial effects on the tribological performance. In this work, a …
Shape optimization of hydrodynamic textured surfaces for enhancing load-carrying capacity based on level set method
T Zhirong, M Xiangkai, M Yi, P Xudong - Tribology International, 2021 - Elsevier
In order to maximize the load-carrying capacity (LCC) of the textured surfaces, the level set
method is introduced to conduct the shape optimization of surface textures under the …
method is introduced to conduct the shape optimization of surface textures under the …
[HTML][HTML] Optimization of surface textures in hydrodynamic lubrication through the adjoint method
In this work we assess the applicability of the adjoint optimization technique for determining
optimal surface topographies of two surfaces in relative motion in presence of a thin …
optimal surface topographies of two surfaces in relative motion in presence of a thin …
Topology optimization of liquid lubricating zero-leakage mechanical face seals
X Meng, Z Tu, Y Ma, J Jiang, X Peng - Tribology International, 2022 - Elsevier
Abstract Reaction-diffusion equation (RDE)-based topology optimization is introduced to
obtain optimal hydrodynamic grooves of liquid lubricating mechanical face seals with the …
obtain optimal hydrodynamic grooves of liquid lubricating mechanical face seals with the …
Evolutionary optimisation of the thrust bearing considering multiple operating conditions in turbomachinery
P Novotný, M Jonák, J Vacula - International Journal of Mechanical …, 2021 - Elsevier
Thrust bearings are an essential part of rotating machines, significantly impacting their
overall efficiency. The bearings must be designed to have optimal properties under the …
overall efficiency. The bearings must be designed to have optimal properties under the …
[PDF][PDF] Analysis of hydrodynamic journal bearing: A review
P Tiwari, V Kumar - International Journal of Engineering Research & …, 2012 - academia.edu
This paper presents a survey of important papers pertaining to analysis of various types of
methods, equations and theories used for the determination of load carrying capacity …
methods, equations and theories used for the determination of load carrying capacity …
[HTML][HTML] Multi-Objective Deep Q-Network Control for Actively Lubricated Bearings
D Shutin, Y Kazakov - Lubricants, 2024 - mdpi.com
This paper aims to study and demonstrate the possibilities of using reinforcement learning
for the synthesis of multi-objective controllers for radial actively lubricated hybrid fluid film …
for the synthesis of multi-objective controllers for radial actively lubricated hybrid fluid film …
Tribological analysis of picosecond laser partially textured thrust bearings with circular grooves machined: Theory and experiment
T Chen, J Ji, Y Fu, P Tian, J Zhou… - Proceedings of the …, 2022 - journals.sagepub.com
A two-dimensional analytical model based on the Reynolds equation considering mass
conservation cavitation is proposed to investigate the performance of partially textured thrust …
conservation cavitation is proposed to investigate the performance of partially textured thrust …
Optimization of textured surface in 2D parallel bearings governed by the Reynolds equation including cavitation and temperature
A Guzek, P Podsiadlo, GW Stachowiak - Tribology Online, 2013 - jstage.jst.go.jp
One-dimensional textured parallel bearings have been successfully optimized for the
maximum load capacity or the minimum friction coefficient using a unified computational …
maximum load capacity or the minimum friction coefficient using a unified computational …