Intelligent fault diagnostic system for rotating machinery based on IoT with cloud computing and artificial intelligence techniques: a review

M Maurya, I Panigrahi, D Dash, C Malla - Soft Computing, 2024 - Springer
The important part of mechanical equipment is rotating machinery, used mostly in industrial
machinery. Rolling element bearings are the utmost dominant part in rotating machinery, so …

[PDF][PDF] Analysis of vibration signals caused by ball bearing defects using time-domain statistical indicators

PH Jain, SP Bhosle - International Journal of Advanced …, 2022 - researchgate.net
Ball bearings are widely used for providing support to the rotating parts in machinery and
vehicles. Any damage to a bearing element during operation leads to vibration and …

A dynamic model of outer race defective bearing considering the unbalanced shaft-bearing system with experimental simulation

PH Jain, SP Bhosle, AJ Keche… - Journal of …, 2024 - asmedigitalcollection.asme.org
In this study, the effects of the evolution of bearing outer race defect size and increase in
speed on the vibration characteristics of a shaft-bearing system under unbalanced …

Investigation of feature engineering methods for domain-knowledge-assisted bearing fault diagnosis

C Bienefeld, FM Becker-Dombrowsky, E Shatri… - Entropy, 2023 - mdpi.com
The engineering challenge of rolling bearing condition monitoring has led to a large number
of method developments over the past few years. Most commonly, vibration measurement …

A novel customised load adaptive framework for induction motor fault classification utilising MFPT bearing dataset

SZ Hejazi, M Packianather, Y Liu - Machines, 2024 - mdpi.com
This research presents a novel Customised Load Adaptive Framework (CLAF) for fault
classification in Induction Motors (IMs), utilising the Machinery Fault Prevention Technology …

Comparison of non-linear vibration of outer race defective ball bearing using two defect functions

PH Jain, SP Bhosle, AJ Keche… - Noise & Vibration …, 2024 - journals.sagepub.com
The aim of this article is to study the effects of evolution in defect size on vibration of a ball
bearing by simulation of a ball bearing by developing a 2-DOF mathematical model and to …

Assessing the Health and Functionality of Linear Bearings: A Comparative Study Between Original and Replicated Models Using Time-Domain Statistical Techniques

PS Kumar, PK Mishra, ML Chandravanshi - Journal of Failure Analysis …, 2024 - Springer
The investigation involves a comparative analysis of linear bearings fabricated by two
different manufacturers. One manufacturer is known for producing original, high-quality …

Analysis of vibration of a rotor-bearing system caused by radial clearance, number of balls and rotor speed

PH Jain, SP Bhosle, AJ Keche… - … Conference on Mechanical …, 2023 - Springer
This article aims to study the effects of changes in internal radial clearance, number of balls
and rotor speed on the vibration responses of a balanced rotor-bearing system. This rotor …

Experimental Vibration Investigation of Roller Element Bearing With Combined Faults Using Surface Response Methodology

S Patel, S Patel - Journal of Tribology, 2024 - asmedigitalcollection.asme.org
Rolling bearing assembly is among the notable significant elements of equipment and is
essential to the operation of rotating machinery to be adept to support the moving …

[PDF][PDF] Detection of defects in a bearing by analysis of vibration signals

K Bouaouiche, Y Menasria, D Khalifa - Diagnostyka, 2023 - bibliotekanauki.pl
This work presents the analysis of vibration signals by an approach consists of several
mathematical tools more elaborate such as the Hilbert transform, kurtogram, which allows …