Convolutional neural network based fault detection for rotating machinery
O Janssens, V Slavkovikj, B Vervisch… - Journal of Sound and …, 2016 - Elsevier
Vibration analysis is a well-established technique for condition monitoring of rotating
machines as the vibration patterns differ depending on the fault or machine condition …
machines as the vibration patterns differ depending on the fault or machine condition …
Thermal image based fault diagnosis for rotating machinery
Infrared imaging is crucial for condition monitoring as the thermographic patterns will differ
depending on the fault or machine condition. Currently, a limited number of machine faults …
depending on the fault or machine condition. Currently, a limited number of machine faults …
Comparison of the effectiveness of selected vibration signal analysis methods in the rotor unbalance detection of PMSM drive system
P Ewert, CT Kowalski, M Jaworski - Electronics, 2022 - mdpi.com
Mechanical unbalance is a phenomenon that concerns rotating elements, including rotors in
electrical machines. An unbalanced rotor generates vibration, which is transferred to the …
electrical machines. An unbalanced rotor generates vibration, which is transferred to the …
Dynamic analysis of coupling misalignment and unbalance coupled faults
H Wang, J Gong - … of Low Frequency Noise, Vibration and …, 2019 - journals.sagepub.com
Misalignment is a common fault occurring in the rotor system. However, the response
characteristics have not been understood comprehensively, especially the relation between …
characteristics have not been understood comprehensively, especially the relation between …
Development and analyses of a lever system for a newly designed self-equalising thrust bearing
K Monkova, M Urban, S Moravka, PP Monka… - Engineering Failure …, 2022 - Elsevier
Thrust bearings are undoubtedly one of the essential parts of turbines and compressors.
However, there are many cases in which asymmetric load occurs on the bearings due to eg …
However, there are many cases in which asymmetric load occurs on the bearings due to eg …
Modeling, analysis, and identification of parallel and angular misalignments in a coupled rotor-bearing-active magnetic bearing system
S Srinivas R, R Tiwari, CK Babu - Journal of …, 2021 - asmedigitalcollection.asme.org
The standard techniques used to detect misalignment in rotor systems are loopy orbits,
multiple harmonics with predominant 2X component, and high axial vibration. This paper …
multiple harmonics with predominant 2X component, and high axial vibration. This paper …
Dynamic response characteristics of multiplicative faults in a misaligned-bowed rotor-train system integrated with active magnetic bearings
The present study deals with the modeling and response analysis of two coupled rotor
systems that are subjected to the coupling angular misalignment accompanied by the shaft …
systems that are subjected to the coupling angular misalignment accompanied by the shaft …
Fault Diagnosis of Rotary Machines Using Machine Learning
IM Brandao, C da Costa - Eletrônica de Potência, 2022 - journal.sobraep.org.br
Classification of faults in rotary machines using machine learning is gaining attention in the
field of science and engineering. In rotating machinery, misalignment is a common fault. This …
field of science and engineering. In rotating machinery, misalignment is a common fault. This …
Detection of coupling misalignment by extended orbits
M Monte, F Verbelen, B Vervisch - … , Volume 8: Proceedings of the 33rd …, 2015 - Springer
In this paper a 'SpectraQuest'demonstrator is used to introduce misalignment into a rotating
machinery set-up. Depending on the coupling used in the set-up, angular and/or parallel …
machinery set-up. Depending on the coupling used in the set-up, angular and/or parallel …
Experimental research on machinery fault simulator (MFS): A review
AM Mustafa, JF Nayfeh - 2020 Prognostics and Health …, 2020 - ieeexplore.ieee.org
In this paper, we have reported published articles that used the machinery fault simulator
(MFS) and MFS-Magnum machines developed by SpectraQuest as a tool to investigate the …
(MFS) and MFS-Magnum machines developed by SpectraQuest as a tool to investigate the …