An Analysis of the Influence of Surface Roughness and Clearance on the Dynamic Behavior of Deep Groove Ball Bearings Using Artificial Neural Networks

An Analysis of the Influence of Surface Roughness and Clearance on the Dynamic Behavior of Deep Groove Ball Bearings Using Artificial Neural Networks

The deep groove ball bearing is one of the most important components of the rotary motion system and is the research subject in this paper. After factory assembly, new ball bearings need to pass quality control. The conventional approach relies on measuring the vibration amplitudes for each unit and...

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Bibliographic Details
Main Authors: Ivan Knežević, Milan Rackov, Željko Kanović, Anja Buljević, Aco Antić, Milan Tica, Aleksandar Živković
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Materials
Subjects:
bearing
neural network
surface roughness
clearance
vibration
Online Access:https://www.mdpi.com/1996-1944/16/9/3529

Internet

https://www.mdpi.com/1996-1944/16/9/3529

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